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godle.app
·
2026-10-02 11:33:37 UTC
·
861eb32b3517ca42356e14c8f5f305bb6a408b6371545bfd0439baceb7fa491c
This is a frozen copy of the agent's agent-card.json as we observed it at the timestamp above. We capture a new snapshot every time the card's content hash changes. Useful for: forensic drift analysis, verifying downstream callers see the right version, reproducing routing decisions made historically.
{
"name": "Godle AI Team",
"description": "A complete AI team with 191 expert roles and 1811 prompt templates across 24 professional domains. Structured for agent-to-agent orchestration.",
"url": "https://godle.app",
"version": "3.0.0",
"documentationUrl": "https://godle.app/api",
"provider": {
"organization": "Godle",
"url": "https://godle.app"
},
"capabilities": {
"streaming": true,
"pushNotifications": false,
"stateTransitionHistory": false
},
"authentication": {
"schemes": [
"Bearer"
],
"note": "API key required for Layer 2 (stateful sessions, task execution). Layer 1 static endpoints are public."
},
"defaultInputModes": [
"text/plain"
],
"defaultOutputModes": [
"text/plain",
"application/json"
],
"skills": [
{
"id": "corporate-leadership",
"name": "Corporate Leadership & General Management",
"description": "Guides enterprise-wide strategy execution, cross-functional alignment, and organizational culture to deliver sustainable shareholder value and stakeholder outcomes.",
"tags": [
"CEO",
"COO",
"general manager",
"executive leadership",
"C-suite",
"enterprise management"
],
"examples": [
"CEO",
"COO",
"president"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "business-unit-leadership",
"name": "Business Unit / Divisional Leadership",
"description": "Leads P&L-accountable business units or divisions, balancing growth objectives with operational efficiency while navigating enterprise-wide strategies and local market dynamics.",
"tags": [
"business unit",
"division",
"P&L leadership",
"general management",
"divisional head",
"regional leadership"
],
"examples": [
"division head",
"BU leader",
"divisional VP"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "corporate-governance",
"name": "Corporate Governance & Board Support",
"description": "Ensures robust governance frameworks, board effectiveness, regulatory compliance, and fiduciary oversight that protect stakeholder interests and enable strategic decision-making.",
"tags": [
"corporate governance",
"board of directors",
"corporate secretary",
"fiduciary",
"compliance",
"audit committee"
],
"examples": [
"corporate secretary",
"board liaison",
"governance officer"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "enterprise-planning",
"name": "Enterprise Planning",
"description": "Drives annual operating plans, long-range strategic forecasts, and cross-functional alignment to translate vision into coordinated execution across the enterprise.",
"tags": [
"annual planning",
"long-range plan",
"strategic planning",
"enterprise planning",
"resource allocation",
"cross-functional alignment",
"planning cycle"
],
"examples": [
"strategic planning",
"corporate planning",
"long-range planning"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "organizational-performance-management",
"name": "Organizational Performance Management",
"description": "Designs and operates enterprise performance systems including OKRs, KPIs, balanced scorecards, and accountability frameworks that translate strategy into measurable results.",
"tags": [
"OKR",
"KPI",
"balanced scorecard",
"performance management",
"metrics",
"accountability",
"organizational health",
"performance review"
],
"examples": [
"OKRs",
"KPIs",
"balanced scorecard"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "internal-leadership-communications",
"name": "Internal Leadership Communications",
"description": "Crafts executive-level internal communications including town halls, executive memos, change narratives, and strategic messaging that align, inform, and inspire the organization.",
"tags": [
"town hall",
"executive memo",
"change communication",
"all-hands",
"internal communications",
"leadership messaging",
"employee communication",
"strategic narrative"
],
"examples": [
"executive communications",
"internal comms",
"leadership messaging"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "business-model-design",
"name": "Business Model Design & Strategy",
"description": "Business model canvas, revenue model design, lean canvas, go-to-market strategy, and monetization frameworks for entrepreneurs and strategists",
"tags": [
"business model",
"business model canvas",
"lean canvas",
"revenue model",
"monetization",
"go-to-market",
"value proposition",
"customer segments"
],
"examples": [
"business model",
"business model canvas",
"lean canvas"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "corporate-strategy",
"name": "Corporate Strategy",
"description": "Develops and executes corporate-level strategy including market positioning, growth planning, portfolio management, and strategic resource allocation to drive long-term enterprise value.",
"tags": [
"corporate strategy",
"strategic planning",
"market entry",
"growth strategy",
"competitive positioning",
"business model",
"portfolio strategy",
"strategy execution"
],
"examples": [
"CSO",
"chief strategy officer",
"strategy consulting"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "competitive-intelligence",
"name": "Competitive Intelligence",
"description": "Designs and operates competitive intelligence programs including competitor analysis, market scanning, win/loss analysis, and strategic early warning systems to inform strategic decisions.",
"tags": [
"competitive intelligence",
"competitor analysis",
"market scanning",
"win/loss",
"battlecard",
"industry trends",
"CI program",
"market share"
],
"examples": [
"CI",
"market intelligence",
"competitor analysis"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "transformation-change-management",
"name": "Transformation & Change Management",
"description": "Leads enterprise-wide transformations including digital transformation, organizational change, and culture evolution with structured change management methodologies and adoption strategies.",
"tags": [
"transformation",
"change management",
"digital transformation",
"organizational change",
"change adoption",
"culture change",
"change readiness",
"stakeholder engagement"
],
"examples": [
"change management",
"digital transformation",
"org transformation"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "mergers-acquisitions",
"name": "M&A / Corporate Development",
"description": "Drives mergers, acquisitions, and corporate development activities including deal evaluation, due diligence, integration planning, and portfolio optimization to create enterprise value.",
"tags": [
"M&A",
"mergers",
"acquisitions",
"due diligence",
"integration",
"deal evaluation",
"corporate development",
"divestiture"
],
"examples": [
"M&A",
"corp dev",
"acquisitions"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "strategic-partnerships",
"name": "Strategic Partnerships",
"description": "Alliance management, business development, partner ecosystems, and go-to-market partnerships",
"tags": [
"partnerships",
"alliances",
"business development",
"ecosystem",
"co-development",
"joint venture",
"partner program",
"channel"
],
"examples": [
"alliances",
"business development",
"biz dev"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "venture-incubation",
"name": "Venture / Incubation",
"description": "Corporate venture capital, incubators, accelerators, innovation labs, and internal startup programs",
"tags": [
"CVC",
"corporate venture capital",
"incubator",
"accelerator",
"new ventures",
"innovation lab",
"startup",
"venture studio"
],
"examples": [
"CVC",
"corporate venture capital",
"incubator"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "pmo-portfolio-governance",
"name": "PMO / Portfolio Governance",
"description": "PMO setup, portfolio prioritization, standards, and governance frameworks",
"tags": [
"PMO",
"portfolio management",
"EPMO",
"project governance",
"portfolio prioritization",
"resource capacity",
"methodology",
"project intake"
],
"examples": [
"PMO",
"project management office",
"portfolio management"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "project-management",
"name": "Project Management",
"description": "Project planning, execution, risk management, and stakeholder engagement",
"tags": [
"project manager",
"PM",
"PMP",
"project plan",
"WBS",
"Gantt",
"risk register",
"stakeholder"
],
"examples": [
"PM",
"project manager",
"PMP"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "program-management",
"name": "Program Management",
"description": "Cross-project coordination, strategic programs, dependencies, and benefits realization",
"tags": [
"program manager",
"PgM",
"TPM",
"cross-functional",
"dependencies",
"workstream",
"program governance",
"benefits realization"
],
"examples": [
"PgM",
"program manager",
"program director"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "agile-delivery",
"name": "Agile Delivery / Scrum",
"description": "Sprint planning, retrospectives, SAFe, team coaching, and agile transformation",
"tags": [
"scrum master",
"agile coach",
"sprint",
"retrospective",
"SAFe",
"PI planning",
"kanban",
"velocity"
],
"examples": [
"scrum master",
"agile coach",
"agile PM"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "process-cadence-management",
"name": "Process & Cadence Management",
"description": "Operating rhythm, recurring reviews, meeting design, and decision frameworks",
"tags": [
"operating rhythm",
"business cadence",
"meeting management",
"business review",
"decision framework",
"quarterly planning",
"annual calendar",
"escalation"
],
"examples": [
"operating rhythm",
"business cadence",
"meeting management"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "implementation-governance",
"name": "Implementation Governance",
"description": "Go-live readiness, quality gates, deployment governance, cutover planning, and post-implementation reviews",
"tags": [
"go-live",
"deployment governance",
"quality gate",
"cutover",
"UAT",
"hypercare",
"rollback",
"readiness assessment"
],
"examples": [
"go-live governance",
"deployment governance",
"release governance"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "financial-planning-analysis",
"name": "Financial Planning & Analysis",
"description": "Budgeting, forecasting, variance analysis, and strategic financial planning",
"tags": [
"fpa",
"fp&a",
"financial planning",
"analysis",
"budget",
"forecast",
"variance",
"actuals"
],
"examples": [
"FP&A",
"financial analyst",
"budgeting"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "accounting-close",
"name": "Accounting & Close",
"description": "Month-end close, reconciliations, journal entries, and financial statement preparation",
"tags": [
"accounting",
"close",
"month-end",
"reconciliation",
"journal entry",
"general ledger",
"gl",
"gaap"
],
"examples": [
"general ledger",
"GL",
"month-end close"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "accounts-payable-receivable",
"name": "Accounts Payable / Receivable",
"description": "Invoice processing, collections, cash application, vendor management, and AP/AR optimization",
"tags": [
"accounts payable",
"accounts receivable",
"ap",
"ar",
"invoice",
"payment",
"collections",
"cash application"
],
"examples": [
"AP",
"AR",
"accounts payable"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "treasury-cash-management",
"name": "Treasury & Cash Management",
"description": "Cash forecasting, bank relationships, debt management, FX hedging, and liquidity planning",
"tags": [
"treasury",
"cash management",
"cash flow",
"liquidity",
"bank",
"debt",
"covenant",
"foreign exchange"
],
"examples": [
"treasurer",
"cash management",
"liquidity"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "tax",
"name": "Tax",
"description": "Tax provision, transfer pricing, R&D credits, sales tax, international tax, and compliance",
"tags": [
"tax",
"tax provision",
"asc 740",
"income tax",
"transfer pricing",
"r&d credit",
"research credit",
"sales tax"
],
"examples": [
"tax planning",
"tax compliance",
"tax director"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "payroll-finance-interface",
"name": "Payroll Finance Interface",
"description": "Payroll reconciliation, tax compliance, compensation accruals, benefits analysis, and process improvement",
"tags": [
"payroll",
"payroll tax",
"compensation",
"salary",
"wages",
"bonus",
"commission",
"accrual"
],
"examples": [
"payroll accounting",
"payroll reconciliation",
"payroll finance"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "investor-relations",
"name": "Investor Relations",
"description": "Earnings calls, investor presentations, shareholder communications, peer analysis, and ESG disclosure",
"tags": [
"investor relations",
"ir",
"earnings call",
"quarterly earnings",
"investor",
"shareholder",
"analyst",
"wall street"
],
"examples": [
"IR",
"shareholder communications",
"earnings calls"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "equity-research",
"name": "Equity Research & Investment Analysis",
"description": "Company valuation, investment thesis, earnings analysis, and equity research reports",
"tags": [
"equity research",
"investment analysis",
"stock analysis",
"buy side",
"sell side",
"dcf",
"discounted cash flow",
"comparable companies"
],
"examples": [
"equity research",
"investment analyst",
"stock analyst"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "private-equity",
"name": "Private Equity & LBO Analysis",
"description": "LBO modeling, deal sourcing, portfolio monitoring, and investment committee memos for private equity professionals",
"tags": [
"private equity",
"lbo",
"leveraged buyout",
"deal sourcing",
"investment committee",
"portfolio company",
"value creation",
"exit strategy"
],
"examples": [
"private equity",
"pe analyst",
"lbo"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "venture-capital",
"name": "Venture Capital & Startup Investment",
"description": "Deal sourcing, startup evaluation, term sheets, portfolio support, and fund management for venture investors",
"tags": [
"venture capital",
"vc",
"startup investing",
"seed",
"series a",
"term sheet",
"cap table",
"deal sourcing"
],
"examples": [
"venture capital",
"vc",
"startup investing"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "internal-controls-sox",
"name": "Internal Controls & SOX Compliance",
"description": "SOX documentation, risk assessment, control testing, deficiency evaluation, and remediation",
"tags": [
"internal controls",
"sox",
"sarbanes-oxley",
"section 404",
"coso",
"risk assessment",
"control testing",
"deficiency"
],
"examples": [
"SOX",
"Sarbanes-Oxley",
"internal controls"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "commercial-contracts",
"name": "Commercial Contracts",
"description": "Contract drafting, negotiation, review, and lifecycle management for commercial agreements",
"tags": [
"contract",
"agreement",
"SaaS",
"vendor",
"NDA",
"MSA",
"master service agreement",
"commercial"
],
"examples": [
"contract management",
"commercial counsel",
"contract negotiation"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "corporate-entity-management",
"name": "Corporate Entity Management",
"description": "Entity structuring, subsidiary governance, corporate filings, and organizational compliance",
"tags": [
"corporate entity",
"subsidiary",
"governance",
"corporate filing",
"board resolution",
"reorganization",
"entity rationalization",
"registered agent"
],
"examples": [
"corporate counsel",
"entity management",
"corporate structure"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "employment-law-labor-relations",
"name": "Employment Law & Labor Relations",
"description": "Employment compliance, workplace policies, labor relations, and workforce legal risk management",
"tags": [
"employment law",
"labor relations",
"employee handbook",
"termination",
"wage and hour",
"FLSA",
"remote work",
"non-compete"
],
"examples": [
"employment counsel",
"labor law",
"labor relations"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "regulatory-compliance",
"name": "Regulatory Compliance",
"description": "Compliance program design, regulatory monitoring, change management, and examination preparation across industries",
"tags": [
"compliance",
"regulatory",
"regulation",
"compliance program",
"compliance risk",
"regulatory change",
"compliance monitoring",
"policy framework"
],
"examples": [
"compliance officer",
"CCO",
"regulatory affairs"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "ethics-investigations",
"name": "Ethics & Investigations",
"description": "Code of conduct management, whistleblower programs, internal investigations, ethics training, and organizational integrity",
"tags": [
"ethics",
"investigation",
"whistleblower",
"code of conduct",
"hotline",
"misconduct",
"fraud",
"internal investigation"
],
"examples": [
"ethics officer",
"whistleblower",
"internal investigations"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "enterprise-risk-management",
"name": "Enterprise Risk Management",
"description": "Risk frameworks, assessment methodologies, mitigation strategies, risk appetite, and enterprise-wide risk governance",
"tags": [
"enterprise risk",
"ERM",
"risk management",
"risk assessment",
"risk framework",
"COSO",
"ISO 31000",
"risk appetite"
],
"examples": [
"ERM",
"risk management",
"CRO"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "insurance-claims",
"name": "Insurance & Claims",
"description": "Corporate insurance program management, claims handling, coverage analysis, risk transfer strategies, and loss control programs",
"tags": [
"insurance",
"claims",
"liability",
"workers comp",
"risk transfer",
"broker",
"coverage",
"renewal"
],
"examples": [
"insurance manager",
"claims management",
"risk insurance"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "internal-audit",
"name": "Internal Audit",
"description": "Audit planning, execution, reporting, SOX compliance, IT audit, and assurance services",
"tags": [
"internal audit",
"audit plan",
"audit committee",
"CAE",
"controls testing",
"risk-based audit",
"IT audit",
"financial audit"
],
"examples": [
"IA",
"audit manager",
"CAE"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "grc",
"name": "Governance-Risk-Compliance (GRC)",
"description": "Integrated GRC frameworks, platform selection, policy management, and control testing programs",
"tags": [
"GRC",
"governance risk compliance",
"control framework",
"policy management",
"integrated risk",
"GRC platform",
"NIST",
"ISO 27001"
],
"examples": [
"GRC",
"governance risk compliance",
"GRC platform"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "talent-acquisition",
"name": "Talent Acquisition",
"description": "Recruiting strategy, sourcing, employer branding, and candidate experience optimization",
"tags": [
"talent acquisition",
"recruiting",
"hiring",
"sourcing",
"job description",
"employer brand",
"candidate experience",
"interview"
],
"examples": [
"recruiting",
"recruiter",
"TA"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "hr-business-partnering",
"name": "HR Business Partnering",
"description": "Strategic HR advisory, workforce planning, org design, and change management",
"tags": [
"hrbp",
"hr business partner",
"strategic hr",
"workforce planning",
"org design",
"organization design",
"talent review",
"change management"
],
"examples": [
"HRBP",
"HR partner",
"people partner"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "learning-development",
"name": "Learning & Development",
"description": "Training design, leadership development, skills building, and organizational learning strategy",
"tags": [
"learning",
"development",
"training",
"l&d",
"leadership development",
"onboarding",
"skills gap",
"learning path"
],
"examples": [
"L&D",
"training",
"corporate training"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "compensation-benefits",
"name": "Compensation & Benefits",
"description": "Total rewards strategy, pay equity analysis, benefits design, job architecture, and compensation planning",
"tags": [
"compensation",
"benefits",
"total rewards",
"pay equity",
"salary",
"bonus",
"equity compensation",
"stock options"
],
"examples": [
"comp & ben",
"total rewards",
"salary"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "performance-talent-management",
"name": "Performance & Talent Management",
"description": "Performance reviews, talent calibration, succession planning, career frameworks, and high-potential development programs",
"tags": [
"performance management",
"talent management",
"performance review",
"calibration",
"succession planning",
"9-box",
"nine box",
"career framework"
],
"examples": [
"performance reviews",
"talent reviews",
"succession planning"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "employee-relations",
"name": "Employee Relations",
"description": "Workplace investigations, grievance handling, conflict resolution, corrective action, and policy development",
"tags": [
"employee relations",
"ER",
"workplace investigation",
"grievance",
"conflict resolution",
"corrective action",
"accommodation",
"mediation"
],
"examples": [
"ER",
"workplace investigations",
"employee grievances"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "people-analytics",
"name": "People Analytics",
"description": "Workforce data analysis, attrition modeling, engagement surveys, headcount planning, and HR data governance",
"tags": [
"people analytics",
"HR analytics",
"workforce analytics",
"attrition",
"turnover",
"engagement",
"headcount",
"people data"
],
"examples": [
"HR analytics",
"workforce analytics",
"people data"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "hr-operations-hris",
"name": "HR Operations / HRIS",
"description": "HR systems administration, process optimization, shared services, employee lifecycle management, and HR technology strategy",
"tags": [
"HRIS",
"people ops",
"HR systems",
"Workday",
"HR shared services",
"HR technology",
"employee lifecycle",
"HR ticketing"
],
"examples": [
"HRIS",
"people ops",
"HR systems"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "dei-belonging",
"name": "DEI & Belonging",
"description": "Develops and drives diversity, equity, inclusion, and belonging strategies, manages ERGs, and embeds inclusive practices throughout the employee experience",
"tags": [
"DEI",
"diversity",
"equity",
"inclusion",
"belonging",
"DEIB",
"ERG",
"employee resource group"
],
"examples": [
"DEI",
"diversity",
"equity"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "brand-management",
"name": "Brand Management",
"description": "Brand strategy, identity, architecture, and equity measurement",
"tags": [
"brand",
"branding",
"brand strategy",
"brand identity",
"brand equity",
"brand architecture",
"brand positioning",
"brand voice"
],
"examples": [
"brand manager",
"brand strategy",
"brand identity"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "product-marketing",
"name": "Product Marketing",
"description": "Go-to-market strategy, product positioning, competitive intelligence, and sales enablement",
"tags": [
"product marketing",
"go-to-market",
"GTM",
"product launch",
"positioning",
"messaging",
"competitive intelligence",
"battlecard"
],
"examples": [
"PMM",
"product marketing manager",
"go-to-market"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "performance-growth-marketing",
"name": "Performance / Growth Marketing",
"description": "Growth experiments, paid acquisition, CRO, attribution, and funnel optimization",
"tags": [
"growth marketing",
"performance marketing",
"paid media",
"paid acquisition",
"CRO",
"conversion rate optimization",
"attribution",
"CAC"
],
"examples": [
"growth marketing",
"performance marketing",
"paid media"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "seo-sem",
"name": "SEO / SEM",
"description": "Search engine optimization, paid search, keyword strategy, and technical SEO",
"tags": [
"SEO",
"SEM",
"search engine optimization",
"search engine marketing",
"keyword research",
"technical SEO",
"link building",
"content SEO"
],
"examples": [
"SEO",
"SEM",
"search engine optimization"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "content-marketing",
"name": "Content Marketing",
"description": "Content strategy, editorial planning, thought leadership, and content performance",
"tags": [
"content marketing",
"content strategy",
"editorial calendar",
"content planning",
"thought leadership",
"blog",
"content audit",
"content distribution"
],
"examples": [
"content strategy",
"content manager",
"editorial"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "lifecycle-crm-marketing",
"name": "Lifecycle / CRM Marketing",
"description": "Email marketing, lifecycle campaigns, segmentation, retention, and marketing automation",
"tags": [
"lifecycle marketing",
"CRM",
"email marketing",
"marketing automation",
"customer lifecycle",
"nurture",
"retention",
"churn"
],
"examples": [
"CRM",
"email marketing",
"lifecycle marketing"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "social-community",
"name": "Social / Community",
"description": "Social media strategy, community building, influencer marketing, and social analytics",
"tags": [
"social media",
"community",
"community management",
"social strategy",
"influencer marketing",
"social listening",
"social content",
"UGC"
],
"examples": [
"social media",
"community manager",
"social media manager"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "pr-corporate-communications",
"name": "PR & Corporate Communications",
"description": "Media relations, press releases, crisis communications, and corporate messaging",
"tags": [
"PR",
"public relations",
"press release",
"media relations",
"corporate communications",
"crisis communications",
"media outreach",
"press coverage"
],
"examples": [
"PR",
"public relations",
"media relations"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "events-field-marketing",
"name": "Events / Field Marketing",
"description": "Event strategy, trade shows, webinars, field marketing, and experiential programs",
"tags": [
"events",
"field marketing",
"trade show",
"conference",
"webinar",
"virtual event",
"hybrid event",
"event marketing"
],
"examples": [
"event marketing",
"field marketing",
"trade shows"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "marketing-operations",
"name": "Marketing Operations",
"description": "Marketing technology, automation, analytics, attribution, and process optimization",
"tags": [
"marketing operations",
"mops",
"martech",
"marketing automation",
"marketing technology",
"lead scoring",
"attribution",
"campaign tracking"
],
"examples": [
"MOps",
"martech",
"marketing technology"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "sales-development",
"name": "Sales Development",
"description": "Outbound prospecting, pipeline generation, lead qualification, and SDR team optimization",
"tags": [
"sdr",
"bdr",
"sales development",
"outbound",
"prospecting",
"cold call",
"cold email",
"pipeline generation"
],
"examples": [
"SDR",
"BDR",
"sales development rep"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "inside-smb-sales",
"name": "Inside / SMB Sales",
"description": "High-velocity inside sales, SMB deal management, demos, and trial-to-paid conversions",
"tags": [
"inside sales",
"smb sales",
"small business",
"mid-market",
"transactional sales",
"high velocity",
"demo",
"discovery call"
],
"examples": [
"inside sales",
"SMB sales",
"transactional sales"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "enterprise-field-sales",
"name": "Enterprise / Field Sales",
"description": "Complex enterprise deal management, strategic account planning, multi-stakeholder engagement, and field sales execution",
"tags": [
"enterprise sales",
"field sales",
"strategic accounts",
"complex deals",
"multi-stakeholder",
"account executive",
"named accounts",
"executive engagement"
],
"examples": [
"enterprise sales",
"field sales",
"strategic sales"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "account-management",
"name": "Account Management",
"description": "Customer renewals, expansion revenue, account health monitoring, relationship management, and strategic growth planning",
"tags": [
"account management",
"customer success",
"renewals",
"expansion",
"upsell",
"cross-sell",
"net retention",
"nrr"
],
"examples": [
"AM",
"account manager",
"key accounts"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "partner-channel-sales",
"name": "Partner / Channel Sales",
"description": "Partner recruitment, channel strategy, joint go-to-market, enablement programs, and indirect revenue management",
"tags": [
"partner sales",
"channel sales",
"channel management",
"partner program",
"partner recruitment",
"reseller",
"var",
"value added reseller"
],
"examples": [
"channel sales",
"partner sales",
"reseller"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "solutions-consulting",
"name": "Solutions Consulting",
"description": "Technical discovery, product demos, proof of concept design, solution architecture, and technical win strategies for pre-sales engineering",
"tags": [
"solutions engineer",
"sales engineer",
"pre-sales",
"demo",
"POC",
"proof of concept",
"technical sales",
"solution architect"
],
"examples": [
"SE",
"sales engineer",
"solutions architect"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "sales-enablement",
"name": "Sales Enablement",
"description": "Sales training, playbooks, competitive battle cards, onboarding programs, methodology rollouts, and content strategy for revenue teams",
"tags": [
"enablement",
"sales training",
"playbook",
"battle card",
"onboarding",
"sales methodology",
"sales content",
"win rate"
],
"examples": [
"enablement",
"sales training",
"sales readiness"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "revenue-operations",
"name": "Revenue Operations",
"description": "CRM optimization, pipeline management, forecasting models, territory planning, lead routing, compensation design, and sales process engineering",
"tags": [
"RevOps",
"sales ops",
"CRM",
"Salesforce",
"pipeline",
"forecasting",
"territory",
"quota"
],
"examples": [
"RevOps",
"sales ops",
"sales operations"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "proposals-deal-desk",
"name": "Proposals & Deal Desk",
"description": "RFP responses, deal structuring, pricing approvals, proposal systems, SOW templates, and quote-to-cash process management",
"tags": [
"deal desk",
"proposal",
"RFP",
"RFI",
"pricing",
"quote",
"SOW",
"bid management"
],
"examples": [
"deal desk",
"proposal manager",
"RFP"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "product-management-core",
"name": "Product Management Core",
"description": "PRDs, roadmaps, user stories, feature specs, and core product management workflows",
"tags": [
"product management",
"prd",
"product requirements",
"roadmap",
"prioritization",
"user story",
"feature spec",
"stakeholder"
],
"examples": [
"PM",
"product manager",
"product owner"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "product-operations",
"name": "Product Operations",
"description": "Product processes, cross-team coordination, tooling, release management, and operational excellence",
"tags": [
"product operations",
"product ops",
"process",
"cross-team",
"coordination",
"tooling",
"release management",
"okr"
],
"examples": [
"product ops",
"prod ops",
"product process"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "product-analytics",
"name": "Product Analytics",
"description": "Feature impact analysis, funnels, retention, A/B testing, and data-driven product decisions",
"tags": [
"product analytics",
"feature impact",
"funnel analysis",
"retention",
"cohort",
"a/b test",
"experiment",
"dashboard"
],
"examples": [
"product data",
"product metrics",
"product analyst"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "pricing-packaging",
"name": "Pricing & Packaging",
"description": "Monetization strategy, pricing models, tier design, value metrics, and packaging optimization",
"tags": [
"pricing",
"packaging",
"monetization",
"tier",
"plan",
"subscription",
"freemium",
"free trial"
],
"examples": [
"pricing strategy",
"monetization",
"packaging"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "product-strategy",
"name": "Product Strategy",
"description": "Product vision, roadmap strategy, market opportunity assessment, portfolio analysis, and strategic decision frameworks",
"tags": [
"product strategy",
"product vision",
"market opportunity",
"roadmap strategy",
"portfolio",
"build vs buy",
"platform strategy",
"product-led growth"
],
"examples": [
"product vision",
"product roadmap strategy",
"product planning"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "platform-product",
"name": "Platform Product",
"description": "Internal platforms, API products, developer experience, platform adoption, and infrastructure product management",
"tags": [
"platform",
"api",
"developer experience",
"dx",
"sdk",
"internal platform",
"infrastructure",
"self-service"
],
"examples": [
"platform PM",
"platform product manager",
"infrastructure product"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "product-compliance-requirements",
"name": "Product Compliance / Requirements",
"description": "Regulatory compliance, accessibility, security requirements, certification, and audit readiness for products",
"tags": [
"product compliance",
"accessibility",
"WCAG",
"ADA",
"GDPR",
"regulatory requirements",
"security requirements",
"certification"
],
"examples": [
"product legal",
"regulatory product",
"compliance requirements"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "ux-design",
"name": "UX Design",
"description": "User experience design, interaction patterns, wireframes, usability, and design systems",
"tags": [
"ux",
"ux design",
"user experience",
"interaction design",
"wireframe",
"wireframes",
"usability",
"design system"
],
"examples": [
"UX",
"user experience",
"UX designer"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "ui-visual-design",
"name": "UI/Visual Design",
"description": "Visual design systems, UI components, responsive layouts, typography, color, and motion design",
"tags": [
"ui design",
"visual design",
"ui",
"component library",
"style guide",
"visual style",
"responsive design",
"responsive layout"
],
"examples": [
"UI",
"visual design",
"UI designer"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "service-design",
"name": "Service Design",
"description": "Service blueprints, customer journey mapping, touchpoint analysis, and end-to-end service experience design",
"tags": [
"service design",
"service blueprint",
"journey map",
"customer journey",
"touchpoint",
"service ecosystem",
"pain point",
"service recovery"
],
"examples": [
"service designer",
"customer journey",
"journey mapping"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "ux-research",
"name": "UX Research",
"description": "User studies, usability testing, research synthesis, personas, and research operations",
"tags": [
"UX research",
"user research",
"usability testing",
"interview",
"survey",
"persona",
"card sorting",
"research plan"
],
"examples": [
"UXR",
"user research",
"usability testing"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "writing-content-design",
"name": "Writing / Content Design",
"description": "UX writing, content strategy, microcopy, voice and tone, and content systems",
"tags": [
"UX writing",
"content design",
"microcopy",
"content strategy",
"voice and tone",
"error messages",
"onboarding",
"notifications"
],
"examples": [
"UX writing",
"content design",
"copywriting"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "brand-creative",
"name": "Brand Creative",
"description": "Creative direction, campaigns, brand assets, storytelling, and visual identity",
"tags": [
"brand creative",
"creative direction",
"campaign",
"brand identity",
"storytelling",
"creative brief",
"brand guidelines",
"visual identity"
],
"examples": [
"creative director",
"art director",
"graphic design"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "multimedia-production",
"name": "Multimedia Production",
"description": "Video production, animation, audio, motion graphics, and multimedia content",
"tags": [
"video production",
"animation",
"motion graphics",
"podcast",
"audio production",
"storyboard",
"live stream",
"post-production"
],
"examples": [
"video production",
"motion design",
"animation"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "design-operations",
"name": "Design Operations",
"description": "Design team processes, tools, scaling, governance, and operational excellence",
"tags": [
"DesignOps",
"design operations",
"design tools",
"design system governance",
"design process",
"design metrics",
"design handoff",
"design QA"
],
"examples": [
"DesignOps",
"design ops",
"design program management"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "software-engineering",
"name": "Software Engineering",
"description": "System design, code quality, architecture, and engineering best practices",
"tags": [
"software engineering",
"system design",
"code review",
"technical debt",
"api design",
"database schema",
"performance optimization",
"refactoring"
],
"examples": [
"SWE",
"software developer",
"software engineer"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "frontend-mobile",
"name": "Frontend / Mobile",
"description": "Component architecture, performance, accessibility, and mobile app development",
"tags": [
"frontend",
"mobile",
"react",
"vue",
"svelte",
"angular",
"component",
"state management"
],
"examples": [
"frontend",
"front-end",
"mobile developer"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "backend-platform",
"name": "Backend / Platform",
"description": "Microservices, APIs, event-driven architecture, and platform engineering",
"tags": [
"backend",
"platform",
"microservices",
"api gateway",
"event-driven",
"kafka",
"rabbitmq",
"caching"
],
"examples": [
"backend",
"back-end",
"API development"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "sre-devops",
"name": "Site Reliability & DevOps",
"description": "SLOs, incident management, CI/CD, infrastructure as code, and reliability engineering",
"tags": [
"sre",
"site reliability",
"devops",
"slo",
"sli",
"sla",
"incident",
"postmortem"
],
"examples": [
"SRE",
"DevOps",
"site reliability"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "cloud-infrastructure",
"name": "Cloud Infrastructure",
"description": "Cloud architecture, cost optimization, Kubernetes, serverless, and cloud security",
"tags": [
"cloud",
"aws",
"gcp",
"azure",
"infrastructure",
"cost optimization",
"finops",
"reserved instances"
],
"examples": [
"cloud",
"AWS",
"Azure"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "it-service-support",
"name": "IT Service & Support",
"description": "IT service management, helpdesk workflows, endpoint management, and ITSM processes",
"tags": [
"it service",
"helpdesk",
"service desk",
"ticket",
"support",
"knowledge base",
"endpoint",
"device management"
],
"examples": [
"IT support",
"help desk",
"service desk"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "enterprise-applications",
"name": "Enterprise Applications",
"description": "ERP, CRM, integration, workflow automation, and enterprise software strategy",
"tags": [
"enterprise",
"erp",
"sap",
"oracle",
"netsuite",
"dynamics",
"crm",
"salesforce"
],
"examples": [
"ERP",
"SAP",
"Oracle"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "systems-network-administration",
"name": "Systems & Network Administration",
"description": "Network design, directory services, backup, patching, and infrastructure administration",
"tags": [
"systems admin",
"sysadmin",
"network admin",
"network engineer",
"active directory",
"iam",
"ldap",
"azure ad"
],
"examples": [
"sysadmin",
"network admin",
"systems administrator"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "qa-test-automation",
"name": "QA / Test Automation",
"description": "Test strategy, automation frameworks, performance testing, and quality engineering",
"tags": [
"qa",
"quality assurance",
"testing",
"test automation",
"selenium",
"cypress",
"playwright",
"appium"
],
"examples": [
"QA",
"quality assurance",
"SDET"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "architecture",
"name": "Architecture",
"description": "Architecture decisions, technical strategy, due diligence, and governance",
"tags": [
"architecture",
"architect",
"adr",
"architecture decision record",
"technical due diligence",
"platform strategy",
"technology radar",
"domain-driven design"
],
"examples": [
"solutions architect",
"enterprise architect",
"software architect"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "hardware-embedded",
"name": "Hardware / Embedded",
"description": "Embedded systems, firmware, IoT, real-time systems, and hardware-software integration",
"tags": [
"embedded",
"firmware",
"hardware",
"microcontroller",
"mcu",
"arm",
"cortex",
"risc-v"
],
"examples": [
"embedded systems",
"firmware",
"hardware engineer"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "data-engineering",
"name": "Data Engineering",
"description": "Building and maintaining data pipelines, warehouses, lakes, and infrastructure for reliable data at scale",
"tags": [
"data engineering",
"data pipeline",
"etl",
"elt",
"data warehouse",
"data lake",
"lakehouse",
"spark"
],
"examples": [
"data engineer",
"ETL",
"data pipelines"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "dashboard-design",
"name": "Dashboard Design & Data Visualization",
"description": "Build dashboards, KPI scorecards, charts, and data visualizations from any dataset, spreadsheet, or uploaded document",
"tags": [
"dashboard",
"data visualization",
"charts",
"kpi dashboard",
"business intelligence",
"tableau",
"power bi",
"looker"
],
"examples": [
"dashboard",
"data visualization",
"kpi dashboard"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "analytics-engineering",
"name": "Analytics Engineering",
"description": "Transforming raw data into clean, tested, documented models that empower analysts and business users",
"tags": [
"analytics engineering",
"dbt",
"data modeling",
"transformation",
"sql",
"metrics layer",
"semantic layer",
"data marts"
],
"examples": [
"analytics engineer",
"dbt developer",
"data modeling"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "business-intelligence",
"name": "Business Intelligence",
"description": "Designing dashboards, reports, and self-service analytics that turn data into decisions for stakeholders",
"tags": [
"business intelligence",
"bi",
"dashboard",
"reporting",
"visualization",
"tableau",
"power bi",
"looker"
],
"examples": [
"BI",
"business analyst",
"data analyst"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "data-science",
"name": "Data Science",
"description": "Statistical modeling, machine learning, experimentation, and translating data into actionable insights for business decisions",
"tags": [
"data science",
"statistical modeling",
"machine learning",
"predictive modeling",
"feature engineering",
"a/b testing",
"experimentation",
"hypothesis testing"
],
"examples": [
"data scientist",
"DS",
"statistical modeling"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "machine-learning-engineering",
"name": "ML Engineering",
"description": "Building production ML systems including model training pipelines, serving infrastructure, feature stores, and scalable ML architectures",
"tags": [
"ml engineering",
"machine learning engineering",
"model deployment",
"model serving",
"training pipeline",
"feature store",
"ml infrastructure",
"mlops"
],
"examples": [
"MLE",
"ML engineer",
"AI engineer"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "mlops-model-platform",
"name": "MLOps / Model Platform",
"description": "Managing the ML model lifecycle, CI/CD for ML, experiment tracking, model registries, and ML platform engineering",
"tags": [
"mlops",
"model platform",
"ml lifecycle",
"model registry",
"experiment tracking",
"ci/cd for ml",
"model governance",
"kubeflow"
],
"examples": [
"MLOps",
"ML platform",
"model deployment"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "experimentation-causal-inference",
"name": "Experimentation & Causal Inference",
"description": "Designing experiments, A/B testing platforms, causal analysis, and building experimentation culture to drive data-informed decisions",
"tags": [
"experimentation",
"a/b testing",
"causal inference",
"randomized controlled trial",
"quasi-experimental",
"difference in differences",
"regression discontinuity",
"instrumental variables"
],
"examples": [
"A/B testing",
"experimentation",
"causal inference"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "data-governance-stewardship",
"name": "Data Governance / Stewardship",
"description": "Establishing data quality standards, data cataloging, lineage, classification policies, and organizational stewardship programs",
"tags": [
"data governance",
"data stewardship",
"data quality",
"data catalog",
"data lineage",
"data classification",
"master data management",
"mdm"
],
"examples": [
"data governance",
"data steward",
"data catalog"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "privacy-aware-analytics",
"name": "Privacy-Aware Analytics",
"description": "Differential privacy, anonymization strategies, consent management, and privacy-preserving analytics design",
"tags": [
"privacy analytics",
"differential privacy",
"anonymization",
"de-identification",
"consent management",
"data minimization",
"cross-border data",
"privacy by design"
],
"examples": [
"privacy analytics",
"differential privacy",
"anonymization"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "security-operations",
"name": "Security Operations",
"description": "SOC management, incident response, threat detection, SIEM tuning, and security monitoring",
"tags": [
"soc",
"security operations",
"incident response",
"siem",
"threat detection",
"monitoring",
"alert triage",
"splunk"
],
"examples": [
"SecOps",
"SOC",
"security operations center"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "application-security",
"name": "Application Security",
"description": "Secure SDLC, code review, vulnerability management, threat modeling, and DevSecOps integration",
"tags": [
"appsec",
"application security",
"secure sdlc",
"sast",
"dast",
"sca",
"code review",
"vulnerability"
],
"examples": [
"AppSec",
"secure coding",
"SAST"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "identity-access-management",
"name": "Identity & Access Management",
"description": "Identity governance, access control, SSO, MFA, zero trust architecture, and privileged access management",
"tags": [
"iam",
"identity",
"access management",
"sso",
"single sign-on",
"mfa",
"multi-factor",
"zero trust"
],
"examples": [
"IAM",
"identity management",
"access control"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "risk-security-governance",
"name": "Risk & Security Governance",
"description": "Security frameworks, risk assessment, security policy, compliance mapping, and security program strategy",
"tags": [
"risk",
"governance",
"security framework",
"nist",
"iso 27001",
"cis",
"risk assessment",
"security policy"
],
"examples": [
"security governance",
"security risk",
"security compliance"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "privacy-engineering",
"name": "Privacy Engineering & Data Protection",
"description": "GDPR compliance, privacy-by-design, DPIAs, data subject rights, consent management, and privacy-enhancing technologies",
"tags": [
"privacy",
"gdpr",
"ccpa",
"cpra",
"data protection",
"dpia",
"privacy by design",
"consent"
],
"examples": [
"privacy engineer",
"data protection",
"DPO"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "fraud-abuse-prevention",
"name": "Fraud & Abuse Prevention",
"description": "Fraud detection, anti-abuse systems, transaction monitoring, account takeover prevention, and fraud investigation",
"tags": [
"fraud",
"fraud detection",
"anti-fraud",
"abuse",
"anti-abuse",
"transaction monitoring",
"account takeover",
"ato"
],
"examples": [
"fraud prevention",
"anti-fraud",
"abuse prevention"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "trust-safety-operations",
"name": "Trust & Safety Operations",
"description": "Content moderation, platform safety, policy enforcement, user safety, and transparency reporting",
"tags": [
"trust and safety",
"content moderation",
"platform safety",
"policy enforcement",
"content policy",
"moderation",
"user safety",
"appeals"
],
"examples": [
"T&S",
"trust and safety",
"content moderation"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "security-awareness",
"name": "Security Awareness",
"description": "Security training programs, phishing simulation, security culture, and human risk management",
"tags": [
"security awareness",
"phishing simulation",
"security training",
"security culture",
"social engineering",
"security champions",
"incident reporting",
"security communication"
],
"examples": [
"security training",
"phishing awareness",
"security culture"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "business-operations",
"name": "Business Operations",
"description": "Drives operational excellence across the enterprise by designing operating models, managing vendor ecosystems, optimizing shared services, and establishing governance frameworks that ensure consistent, efficient, and scalable business performance.",
"tags": [
"business ops",
"operations",
"operating model",
"SLA",
"vendor management",
"shared services",
"operational efficiency",
"BizOps"
],
"examples": [
"biz ops",
"business ops",
"operations manager"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "business-automation",
"name": "Business Process Automation",
"description": "Design automation workflows, AI agents, and no-code integrations that eliminate manual work across sales, marketing, finance, HR, and ops.",
"tags": [
"business automation",
"workflow automation",
"Zapier",
"Make",
"n8n",
"no-code automation",
"process automation",
"AI agent"
],
"examples": [
"business automation",
"workflow automation",
"zapier"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "process-improvement",
"name": "Process Improvement / Lean / Six Sigma",
"description": "Leads continuous improvement initiatives using Lean, Six Sigma, and Kaizen methodologies to eliminate waste, reduce variation, and optimize end-to-end value streams for measurable operational gains.",
"tags": [
"lean",
"six sigma",
"kaizen",
"DMAIC",
"value stream",
"process mapping",
"root cause",
"continuous improvement"
],
"examples": [
"Lean",
"Six Sigma",
"continuous improvement"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "service-delivery-operations",
"name": "Service Delivery Operations",
"description": "Manages end-to-end service delivery lifecycle including service catalog management, incident resolution, capacity planning, and continuous service improvement aligned to ITIL and service management best practices.",
"tags": [
"service delivery",
"ITIL",
"service catalog",
"incident management",
"service level",
"capacity planning",
"knowledge management",
"service transition"
],
"examples": [
"service delivery",
"managed services",
"SLA management"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "workforce-operations",
"name": "Workforce Operations / Scheduling",
"description": "Optimizes workforce planning, scheduling, and capacity management to align staffing levels with demand patterns while controlling labor costs, minimizing overtime, and ensuring coverage across all operational requirements.",
"tags": [
"workforce management",
"WFM",
"scheduling",
"shift planning",
"capacity forecasting",
"absenteeism",
"overtime",
"cross-training"
],
"examples": [
"workforce management",
"WFM",
"scheduling"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "operational-analytics",
"name": "Operational Analytics",
"description": "Transforms operations data into actionable intelligence through KPI frameworks, process mining, bottleneck analysis, and real-time monitoring to drive evidence-based operational decisions and continuous performance improvement.",
"tags": [
"operational analytics",
"operations data",
"KPIs",
"process mining",
"bottleneck",
"throughput",
"cost-to-serve",
"benchmarking"
],
"examples": [
"ops analytics",
"operations data",
"process analytics"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "business-continuity",
"name": "Business Continuity & Resilience",
"description": "Develops and maintains business continuity plans, disaster recovery strategies, and crisis management capabilities to ensure organizational resilience against disruptions ranging from IT outages to pandemics and natural disasters.",
"tags": [
"BCP",
"business continuity",
"disaster recovery",
"DR",
"crisis management",
"BIA",
"RTO",
"RPO"
],
"examples": [
"BCP",
"disaster recovery",
"DR"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "strategic-sourcing",
"name": "Strategic Sourcing",
"description": "Leads category strategy development, supplier market analysis, and competitive bidding processes to optimize total cost of ownership while ensuring supply security and quality standards.",
"tags": [
"strategic sourcing",
"category management",
"RFP",
"RFQ",
"spend analysis",
"supplier selection",
"TCO"
],
"examples": [
"sourcing",
"category management",
"supplier selection"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "procurement-operations",
"name": "Procurement Operations",
"description": "Manages the end-to-end procure-to-pay process, purchase order management, supplier onboarding, and operational procurement systems to ensure efficient, compliant, and cost-effective purchasing workflows.",
"tags": [
"procurement",
"P2P",
"purchase orders",
"procure-to-pay",
"supplier onboarding",
"requisition",
"ERP"
],
"examples": [
"purchasing",
"procurement",
"PO management"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "supplier-vendor-management",
"name": "Supplier / Vendor Management",
"description": "Manages strategic supplier relationships, performance monitoring, risk assessment, and development programs to maximize supplier value while mitigating supply chain risk.",
"tags": [
"supplier management",
"vendor management",
"SRM",
"supplier performance",
"supplier risk",
"supplier development"
],
"examples": [
"vendor management",
"supplier performance",
"SRM"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "demand-planning",
"name": "Demand Planning",
"description": "Drives demand forecasting, demand sensing, and S&OP processes to align supply with anticipated customer demand, reduce forecast error, and optimize inventory investments across the supply network.",
"tags": [
"demand planning",
"forecasting",
"demand sensing",
"S&OP",
"forecast accuracy",
"demand signal",
"consensus planning",
"MAPE"
],
"examples": [
"demand forecasting",
"S&OP",
"sales and operations planning"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "inventory-management",
"name": "Inventory Management",
"description": "Optimizes inventory levels across the supply network through scientific safety stock calculations, segmentation strategies, and continuous improvement programs that balance service levels with working capital efficiency.",
"tags": [
"inventory management",
"safety stock",
"ABC analysis",
"inventory optimization",
"stock levels",
"reorder point",
"inventory turns",
"working capital"
],
"examples": [
"inventory control",
"stock management",
"inventory optimization"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "warehousing-distribution",
"name": "Warehousing & Distribution",
"description": "Designs and optimizes warehouse operations, distribution network configurations, and fulfillment processes to maximize throughput, accuracy, and cost efficiency across storage, picking, packing, and shipping functions.",
"tags": [
"warehousing",
"distribution",
"warehouse management",
"WMS",
"pick pack ship",
"layout optimization",
"3PL",
"fulfillment center"
],
"examples": [
"warehouse management",
"distribution center",
"DC"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "transportation-freight",
"name": "Transportation & Freight",
"description": "Manages transportation strategy, carrier relationships, route optimization, and freight operations to deliver cost-effective, reliable logistics performance across all shipping modes.",
"tags": [
"transportation",
"freight",
"logistics",
"carrier",
"TMS",
"routing",
"last mile",
"freight audit"
],
"examples": [
"logistics",
"freight management",
"TMS"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "order-management-fulfillment",
"name": "Order Management / Fulfillment",
"description": "Designs and optimizes order processing, fulfillment operations, and returns management to deliver fast, accurate, and cost-effective order-to-delivery experiences across all channels.",
"tags": [
"order management",
"fulfillment",
"order-to-cash",
"OMS",
"drop ship",
"returns",
"backorder",
"omnichannel"
],
"examples": [
"OMS",
"order processing",
"fulfillment"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "production-supervision",
"name": "Production Supervision",
"description": "Leads shop floor operations including shift management, crew performance, safety compliance, daily production execution, and frontline problem-solving to meet quality, delivery, and cost targets.",
"tags": [
"production supervisor",
"shop floor",
"shift management",
"crew",
"production scheduling",
"safety",
"5S",
"standard work"
],
"examples": [
"production manager",
"plant manager",
"shift supervisor"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "assembly-fabrication",
"name": "Assembly & Fabrication",
"description": "Designs and optimizes assembly processes, work cell layouts, and fabrication workflows to achieve quality, throughput, and efficiency targets in manufacturing environments.",
"tags": [
"assembly",
"fabrication",
"work cell",
"takt time",
"assembly line",
"fixture",
"line balancing",
"first article inspection"
],
"examples": [
"assembly line",
"fabrication",
"manufacturing technician"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "machining-skilled-trades",
"name": "Machining & Skilled Trades",
"description": "Manages CNC programming, precision machining operations, tool management, and skilled trades workflows to produce high-accuracy components meeting tight tolerances and surface finish requirements.",
"tags": [
"CNC",
"machining",
"skilled trades",
"tool life",
"precision manufacturing",
"cutting parameters",
"surface finish",
"metrology"
],
"examples": [
"machinist",
"CNC",
"tool and die"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "maintenance-uptime",
"name": "Maintenance & Uptime",
"description": "Develops and manages preventive, predictive, and reliability-centered maintenance programs to maximize equipment uptime, minimize unplanned downtime, and optimize maintenance cost-effectiveness.",
"tags": [
"maintenance",
"TPM",
"preventive maintenance",
"predictive maintenance",
"CMMS",
"uptime",
"OEE",
"spare parts"
],
"examples": [
"maintenance technician",
"preventive maintenance",
"PM"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "industrial-engineering",
"name": "Industrial Engineering",
"description": "Applies time studies, plant layout optimization, capacity analysis, and ergonomic assessment to improve manufacturing productivity, reduce costs, and design efficient facility operations.",
"tags": [
"industrial engineering",
"IE",
"time study",
"motion study",
"plant layout",
"capacity analysis",
"ergonomics",
"material flow"
],
"examples": [
"IE",
"industrial engineer",
"work study"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "production-planning",
"name": "Production Planning",
"description": "Manages master production scheduling, MRP configuration, capacity requirements planning, and shop floor sequencing to balance customer demand, inventory targets, and manufacturing constraints.",
"tags": [
"production planning",
"MRP",
"master production schedule",
"MPS",
"capacity planning",
"changeover",
"batch size",
"shop floor scheduling"
],
"examples": [
"production planner",
"MRP",
"production scheduling"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "packaging-kitting",
"name": "Packaging & Kitting",
"description": "Designs packaging solutions, optimizes kitting processes, and manages packaging specifications to ensure product protection, compliance, sustainability, and cost efficiency across the supply chain.",
"tags": [
"packaging",
"kitting",
"packaging design",
"sustainable packaging",
"labeling",
"BOM",
"protective packaging",
"packaging line"
],
"examples": [
"packaging engineer",
"kitting",
"packaging design"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "quality-assurance-systems",
"name": "Quality Assurance Systems",
"description": "Designs, implements, and maintains quality management systems (QMS) aligned with ISO 9001 and other standards to ensure consistent product and process quality across the organization.",
"tags": [
"QMS",
"ISO 9001",
"quality assurance",
"quality management system",
"process control",
"quality policy",
"continuous improvement"
],
"examples": [
"QMS",
"quality management system",
"ISO 9001"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "quality-control-inspection",
"name": "Quality Control & Inspection",
"description": "Executes statistical process control, inspection planning, and measurement system analysis to detect and prevent defects at the source, ensuring product conformity to specifications.",
"tags": [
"SPC",
"quality control",
"inspection",
"statistical process control",
"measurement",
"defect prevention",
"control charts"
],
"examples": [
"QC",
"quality control",
"inspection"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "environment-health-safety",
"name": "Environment, Health & Safety",
"description": "Manages workplace safety programs, environmental compliance, and occupational health systems to protect workers, communities, and the environment while meeting OSHA, EPA, and ISO 45001 requirements.",
"tags": [
"EHS",
"OSHA",
"workplace safety",
"environmental compliance",
"ISO 45001",
"occupational health",
"hazard analysis"
],
"examples": [
"EHS",
"HSE",
"safety manager"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "reliability-engineering",
"name": "Reliability Engineering",
"description": "Applies reliability engineering principles including FMEA, failure analysis, reliability testing, and lifecycle modeling to ensure products and systems meet durability and performance targets throughout their operational life.",
"tags": [
"reliability",
"FMEA",
"failure analysis",
"MTBF",
"MTTR",
"reliability testing",
"accelerated life testing",
"reliability growth"
],
"examples": [
"reliability",
"FMEA",
"failure analysis"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "audits-certification",
"name": "Audits & Certification",
"description": "Plans, executes, and manages audit programs and certification processes across ISO and industry-specific standards, ensuring organizations achieve and maintain compliance through systematic assessment, corrective action, and continual improvement.",
"tags": [
"audit",
"certification",
"ISO",
"compliance",
"internal audit",
"surveillance audit",
"management review",
"corrective action"
],
"examples": [
"quality audit",
"certification",
"ISO audit"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "regulated-industries-assurance",
"name": "Regulated Industries Assurance",
"description": "Manages regulatory compliance and quality assurance for FDA-regulated, pharmaceutical, medical device, and other highly regulated industries, ensuring products meet safety, efficacy, and quality requirements throughout their lifecycle.",
"tags": [
"FDA",
"pharma",
"medical device",
"GMP",
"regulatory compliance",
"validation",
"design controls",
"post-market surveillance"
],
"examples": [
"FDA",
"GMP",
"GxP"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "customer-quality-capa",
"name": "Customer Quality & CAPA",
"description": "Manages customer quality interfaces, corrective and preventive action processes, complaint resolution, and quality improvement initiatives to drive customer satisfaction and systemic quality improvement.",
"tags": [
"CAPA",
"corrective action",
"customer complaints",
"8D",
"root cause analysis",
"nonconformance",
"quality improvement",
"cost of quality"
],
"examples": [
"CAPA",
"corrective action",
"customer complaints"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "customer-support",
"name": "Customer Support",
"description": "Ticket handling, escalation management, support workflows, and customer issue resolution",
"tags": [
"customer support",
"help desk",
"ticket",
"escalation",
"resolution",
"sla",
"csat",
"first response"
],
"examples": [
"customer service",
"support agent",
"help center"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "technical-support",
"name": "Technical Support",
"description": "Technical troubleshooting, bug investigation, system diagnostics, and engineering escalation management",
"tags": [
"technical support",
"troubleshooting",
"bug report",
"diagnostics",
"root cause",
"debug",
"log analysis",
"system error"
],
"examples": [
"tech support",
"L2 support",
"L3 support"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "customer-success-management",
"name": "Customer Success Management",
"description": "Account health monitoring, retention strategies, expansion revenue, and customer lifecycle management",
"tags": [
"customer success",
"csm",
"account management",
"retention",
"churn prevention",
"health score",
"qbr",
"business review"
],
"examples": [
"CSM",
"customer success",
"CS manager"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "onboarding-implementation",
"name": "Onboarding & Implementation",
"description": "Customer onboarding programs, implementation project management, time-to-value optimization, and go-live readiness",
"tags": [
"onboarding",
"implementation",
"customer onboarding",
"go-live",
"kickoff",
"time to value",
"ttv",
"implementation plan"
],
"examples": [
"onboarding",
"implementation",
"deployment specialist"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "training-enablement",
"name": "Training & Enablement",
"description": "Customer education programs, product training, certification design, and learning path development",
"tags": [
"training",
"enablement",
"customer education",
"product training",
"certification",
"learning path",
"curriculum",
"workshop"
],
"examples": [
"customer training",
"product training",
"customer education"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "customer-experience-operations",
"name": "Customer Experience Operations",
"description": "CX strategy, voice of customer programs, journey optimization, NPS/CSAT program design, and experience gap analysis",
"tags": [
"customer experience",
"CX",
"voice of customer",
"VOC",
"NPS",
"CSAT",
"customer journey",
"journey mapping"
],
"examples": [
"CX ops",
"customer experience",
"CX"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "community-support",
"name": "Community Support",
"description": "Community management, forums, self-service support, peer support networks, and community-led growth",
"tags": [
"community",
"forum",
"community manager",
"self-service",
"peer support",
"user-generated content",
"community health",
"advocate program"
],
"examples": [
"community forums",
"community moderator",
"peer support"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "facilities-management",
"name": "Facilities Management",
"description": "Oversees building operations, preventive maintenance programs, space planning, energy management, and vendor relationships to ensure safe, efficient, and cost-effective facility environments.",
"tags": [
"facilities",
"building management",
"maintenance",
"space planning",
"energy management",
"vendor management",
"move management",
"workplace safety"
],
"examples": [
"facilities manager",
"building management",
"facility operations"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "workplace-operations",
"name": "Workplace Operations",
"description": "Designs and manages hybrid work programs, office experience strategies, occupancy optimization, and workplace technology to create productive, engaging, and efficient work environments.",
"tags": [
"workplace",
"hybrid work",
"office experience",
"occupancy",
"desk booking",
"meeting rooms",
"visitor management",
"workplace technology"
],
"examples": [
"workplace manager",
"office operations",
"office manager"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "corporate-real-estate",
"name": "Corporate Real Estate",
"description": "Manages corporate real estate portfolios including lease administration, site selection, transaction management, and strategic portfolio planning to optimize the organizations physical footprint and real estate costs.",
"tags": [
"corporate real estate",
"CRE",
"lease",
"portfolio",
"site selection",
"lease administration",
"build vs lease",
"market analysis"
],
"examples": [
"CRE",
"real estate",
"lease management"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "physical-asset-planning",
"name": "Physical Asset Planning",
"description": "Plans and manages physical asset lifecycles including capital planning, condition assessments, replacement scheduling, and asset performance optimization to maximize value and minimize total cost of ownership.",
"tags": [
"asset planning",
"capital planning",
"asset lifecycle",
"condition assessment",
"replacement planning",
"deferred maintenance",
"asset performance",
"technology refresh"
],
"examples": [
"asset management",
"capital planning",
"CAPEX planning"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "fleet-equipment",
"name": "Fleet & Equipment",
"description": "Manages vehicle fleets and equipment portfolios including replacement planning, cost optimization, telematics, safety programs, and sustainability transitions to maximize utilization and minimize total cost of ownership.",
"tags": [
"fleet management",
"vehicle",
"equipment",
"telematics",
"fleet cost",
"fleet safety",
"fleet sustainability",
"equipment utilization"
],
"examples": [
"fleet management",
"vehicle fleet",
"equipment management"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "workplace-services",
"name": "Workplace Services",
"description": "Plans and manages workplace support services including food service, reception, mail and package handling, cleaning, event support, and employee services to create a seamless and hospitality-driven workplace experience.",
"tags": [
"workplace services",
"food service",
"reception",
"concierge",
"mail room",
"cleaning",
"janitorial",
"event support"
],
"examples": [
"concierge",
"food services",
"janitorial"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "research-development",
"name": "Research & Development",
"description": "Drives R&D strategy, technology roadmaps, research portfolio management, and innovation pipeline development to translate scientific discovery and technological advancement into competitive business advantage.",
"tags": [
"R&D",
"research",
"development",
"technology roadmap",
"innovation pipeline",
"research portfolio",
"R&D budget",
"technology assessment"
],
"examples": [
"R&D",
"research scientist",
"product development"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "applied-research-labs",
"name": "Applied Research Labs",
"description": "Manages laboratory operations, research protocols, equipment, safety programs, and data management to ensure productive, safe, and compliant research environments that translate scientific discovery into practical applications.",
"tags": [
"lab management",
"research protocol",
"applied research",
"translational research",
"lab safety",
"equipment",
"data management",
"technology transfer"
],
"examples": [
"applied research",
"lab director",
"research lab"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "user-market-research",
"name": "User & Market Research",
"description": "Plans and executes market studies, consumer insights research, surveys, and focus groups to understand customer needs, competitive dynamics, and market opportunities that drive business strategy.",
"tags": [
"market research",
"user research",
"consumer insights",
"focus group",
"survey",
"competitive research",
"market sizing",
"ethnography"
],
"examples": [
"market research",
"consumer insights",
"user research"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "innovation-management",
"name": "Innovation Management",
"description": "Leads innovation strategy, idea management programs, and design thinking initiatives to build a systematic innovation capability that generates, evaluates, and commercializes new ideas.",
"tags": [
"innovation",
"idea management",
"design thinking",
"hackathon",
"innovation portfolio",
"technology scouting",
"open innovation",
"innovation culture"
],
"examples": [
"innovation",
"innovation lab",
"design thinking"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "clinical-regulated-research",
"name": "Clinical / Regulated Research Operations",
"description": "Manages clinical trial operations, regulatory submissions, and research compliance to conduct safe, ethical, and efficient clinical studies that meet regulatory requirements and advance medical knowledge.",
"tags": [
"clinical trial",
"IRB",
"clinical operations",
"GCP",
"patient recruitment",
"safety monitoring",
"regulatory submission",
"site selection"
],
"examples": [
"clinical trials",
"clinical research",
"CRO"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "intellectual-property-support",
"name": "Intellectual Property Support",
"description": "Manages IP strategy, patent portfolio operations, licensing programs, and trade secret protection to maximize the value of intellectual property assets and safeguard competitive advantages.",
"tags": [
"intellectual property",
"IP",
"patent",
"trade secret",
"licensing",
"IP portfolio",
"freedom to operate",
"invention disclosure"
],
"examples": [
"IP",
"patents",
"intellectual property"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "public-affairs-government-relations",
"name": "Public Affairs / Government Relations",
"description": "Shapes legislative and regulatory outcomes through strategic advocacy, coalition building, and stakeholder engagement to advance organizational interests in the public policy arena.",
"tags": [
"lobbying",
"government affairs",
"public policy",
"advocacy",
"regulatory affairs",
"legislative strategy"
],
"examples": [
"government affairs",
"lobbying",
"public policy"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "corporate-social-responsibility",
"name": "Corporate Social Responsibility (CSR)",
"description": "Designs and manages programs that align business operations with social impact, community investment, and ethical practices to build stakeholder trust and long-term value.",
"tags": [
"CSR",
"social impact",
"community investment",
"philanthropy",
"corporate citizenship",
"social enterprise"
],
"examples": [
"CSR",
"corporate citizenship",
"philanthropy"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "sustainability-esg",
"name": "Sustainability / ESG",
"description": "Leads environmental, social, and governance strategy including carbon reduction, net-zero planning, ESG disclosure, and sustainable operations to meet regulatory requirements and stakeholder expectations.",
"tags": [
"ESG",
"sustainability",
"carbon",
"net zero",
"climate",
"TCFD",
"GHG",
"decarbonization"
],
"examples": [
"ESG",
"sustainability",
"carbon footprint"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "community-relations",
"name": "Community Relations",
"description": "Manages community engagement, local partnerships, neighborhood relations, and social investment programs to build trust, maintain social license to operate, and create shared value between organizations and their host communities.",
"tags": [
"community",
"engagement",
"partnerships",
"stakeholder",
"social license",
"neighborhood",
"grants",
"volunteer"
],
"examples": [
"community engagement",
"neighborhood relations",
"local partnerships"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "media-thought-leadership",
"name": "Media & Thought Leadership",
"description": "Develops executive positioning, thought leadership content, media engagement, and speaking strategies to establish organizational leaders as authoritative voices in their industry and elevate brand credibility through strategic communications.",
"tags": [
"thought leadership",
"media",
"executive positioning",
"speaking",
"op-ed",
"byline",
"podcast",
"conference"
],
"examples": [
"thought leadership",
"media strategy",
"executive visibility"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "environmental-stewardship",
"name": "Environmental Stewardship Programs",
"description": "Develops and manages environmental compliance programs, conservation initiatives, waste reduction strategies, and sustainability operations to minimize ecological impact, meet regulatory requirements, and demonstrate responsible environmental management.",
"tags": [
"environmental",
"conservation",
"compliance",
"waste reduction",
"carbon footprint",
"biodiversity",
"green",
"stewardship"
],
"examples": [
"environmental programs",
"conservation",
"biodiversity"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "healthcare-delivery",
"name": "Healthcare Delivery",
"description": "Manages clinical care delivery, patient outcomes, care coordination, and medical practice operations to provide safe, effective, patient-centered healthcare services across hospital, clinic, and community health settings.",
"tags": [
"healthcare",
"clinical",
"patient care",
"medical",
"hospital",
"nursing",
"telehealth",
"quality improvement"
],
"examples": [
"physician",
"nurse",
"RN"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "healthcare-support",
"name": "Healthcare Support",
"description": "Manages medical administration, health information management, billing processes, patient access services, and revenue cycle operations to ensure accurate records, timely authorizations, efficient scheduling, and compliant billing across healthcare organizations.",
"tags": [
"healthcare support",
"medical records",
"health information",
"medical billing",
"patient scheduling",
"prior authorization",
"revenue cycle",
"patient access"
],
"examples": [
"medical assistant",
"CNA",
"phlebotomist"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "education-delivery",
"name": "Education Delivery",
"description": "Designs and delivers effective teaching, curriculum development, student assessment, and classroom management strategies to improve student outcomes, engagement, and learning experiences across K-12, higher education, and professional development settings.",
"tags": [
"teaching",
"curriculum",
"lesson plan",
"student assessment",
"differentiated instruction",
"classroom management",
"EdTech",
"learning outcomes"
],
"examples": [
"teacher",
"professor",
"instructor"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "protective-services",
"name": "Protective Services",
"description": "Plans and executes security operations, emergency response protocols, threat assessments, and protective measures to safeguard people, property, and assets across corporate, institutional, governmental, and event security environments.",
"tags": [
"security",
"protective services",
"emergency response",
"threat assessment",
"physical security",
"access control",
"patrol",
"investigation"
],
"examples": [
"security guard",
"security officer",
"firefighter"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "food-service-hospitality",
"name": "Food Service & Hospitality",
"description": "Manages restaurant operations, hotel services, food safety programs, menu engineering, and guest experience strategies to deliver exceptional hospitality, maximize revenue, and maintain health and safety standards across food service, lodging, and event operations.",
"tags": [
"food service",
"hospitality",
"restaurant",
"hotel",
"menu engineering",
"food safety",
"guest experience",
"kitchen operations"
],
"examples": [
"chef",
"cook",
"server"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "building-grounds",
"name": "Building & Grounds",
"description": "Manages building maintenance operations, grounds keeping, custodial services, and seasonal facility preparation to maintain safe, clean, and attractive facilities across commercial, institutional, residential, and public property environments.",
"tags": [
"building maintenance",
"grounds keeping",
"landscaping",
"custodial",
"seasonal maintenance",
"snow removal",
"pest management",
"green cleaning"
],
"examples": [
"janitor",
"custodian",
"groundskeeper"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "construction-extraction",
"name": "Construction & Extraction",
"description": "Manages construction projects, site operations, safety programs, subcontractor coordination, and quality control to deliver building and infrastructure projects on time, within budget, and meeting all quality and safety standards across residential, commercial, and heavy civil construction.",
"tags": [
"construction",
"site management",
"safety plan",
"subcontractor",
"daily report",
"material management",
"equipment",
"permit"
],
"examples": [
"construction worker",
"carpenter",
"electrician"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "installation-repair",
"name": "Installation & Repair",
"description": "Field service, HVAC, electrical, plumbing, troubleshooting, preventive maintenance, and service operations",
"tags": [
"installation",
"repair",
"field service",
"HVAC",
"electrical",
"plumbing",
"troubleshooting",
"warranty"
],
"examples": [
"HVAC",
"appliance repair",
"field technician"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "transportation-material-moving",
"name": "Transportation & Material Moving",
"description": "Operates vehicles and equipment to transport goods and materials, manages material handling operations, and ensures safe and timely delivery across trucking, warehousing, logistics, and fleet management operations.",
"tags": [
"transportation",
"trucking",
"CDL",
"forklift",
"delivery",
"material handling",
"logistics",
"fleet"
],
"examples": [
"truck driver",
"CDL",
"forklift operator"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "farming-forestry-fishery",
"name": "Farming / Forestry / Fishery",
"description": "Manages agricultural operations, crop planning, livestock management, sustainable land use, and natural resource harvesting across farming, forestry, and fishery operations",
"tags": [
"farming",
"agriculture",
"forestry",
"fishery",
"crop planning",
"sustainable agriculture",
"irrigation",
"harvest"
],
"examples": [
"farmer",
"rancher",
"forester"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "ecommerce-management",
"name": "E-Commerce Management",
"description": "Storefront operations, catalog strategy, conversion optimization, digital retail KPIs, omnichannel strategy, and platform management",
"tags": [
"ecommerce",
"e-commerce",
"online store",
"digital retail",
"storefront",
"catalog management",
"conversion optimization",
"digital commerce"
],
"examples": [
"e-commerce manager",
"online store manager",
"DTC"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "digital-merchandising",
"name": "Digital Merchandising",
"description": "Optimizes product presentation, category taxonomy, cross-sell and upsell strategies, and visual merchandising across digital storefronts to maximize revenue per visitor and enhance the shopping experience.",
"tags": [
"digital merchandising",
"online merchandising",
"product presentation",
"category management",
"cross-sell",
"upsell",
"visual merchandising",
"site merchandising"
],
"examples": [
"online merchandiser",
"visual merchandising",
"product presentation"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "marketplace-platform-operations",
"name": "Marketplace & Platform Operations",
"description": "Manages multi-channel selling across Amazon, Shopify, eBay, Walmart, and other marketplaces including listing optimization, compliance, and channel strategy.",
"tags": [
"marketplace",
"Amazon",
"Shopify",
"eBay",
"Walmart",
"multi-channel",
"seller central",
"listing optimization"
],
"examples": [
"Amazon seller",
"Shopify",
"marketplace manager"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "payments-checkout-optimization",
"name": "Payments & Checkout Optimization",
"description": "Optimizes payment processing, checkout flow UX, cart abandonment recovery, fraud prevention, and payment method strategy to maximize conversion and revenue capture.",
"tags": [
"payments",
"checkout",
"cart abandonment",
"payment gateway",
"Stripe",
"fraud prevention",
"BNPL",
"buy now pay later"
],
"examples": [
"payment processing",
"checkout UX",
"cart abandonment"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "ecommerce-analytics-cro",
"name": "E-Commerce Analytics & CRO",
"description": "Drives conversion rate optimization through A/B testing, funnel analysis, customer journey analytics, and data-driven experimentation to maximize revenue per visitor.",
"tags": [
"CRO",
"conversion rate optimization",
"A/B testing",
"funnel analysis",
"ecommerce analytics",
"Google Analytics",
"attribution",
"experimentation"
],
"examples": [
"conversion rate optimization",
"CRO",
"A/B testing"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "digital-customer-experience",
"name": "Digital Customer Experience",
"description": "Designs and manages digital customer experience including personalization, reviews, loyalty programs, and post-purchase engagement to drive retention and lifetime value.",
"tags": [
"digital CX",
"customer experience",
"personalization",
"loyalty program",
"product reviews",
"post-purchase",
"customer retention",
"NPS"
],
"examples": [
"personalization",
"product reviews",
"loyalty program"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "ecommerce-fulfillment-operations",
"name": "E-Commerce Fulfillment & Operations",
"description": "Manages e-commerce order fulfillment, returns and exchanges, shipping strategy, inventory synchronization, and 3PL partnerships to deliver excellent post-purchase experiences.",
"tags": [
"fulfillment",
"order fulfillment",
"returns",
"shipping",
"3PL",
"drop shipping",
"last mile",
"ecommerce logistics"
],
"examples": [
"order fulfillment",
"returns management",
"shipping strategy"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "subscription-recurring-commerce",
"name": "Subscription & Recurring Commerce",
"description": "Designs and manages subscription-based commerce models including pricing strategy, churn reduction, LTV optimization, and membership programs for recurring revenue businesses.",
"tags": [
"subscription",
"recurring revenue",
"membership",
"subscription box",
"churn",
"LTV",
"subscriber retention",
"MRR"
],
"examples": [
"subscription box",
"recurring revenue",
"membership"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "freelance-business-operations",
"name": "Freelance Business Operations",
"description": "Client acquisition, pricing strategy, contracts, invoicing, pipeline management, onboarding, scope management, and freelance financial planning",
"tags": [
"freelance",
"freelancer",
"client acquisition",
"pricing strategy",
"rate card",
"contract template",
"invoicing",
"pipeline management"
],
"examples": [
"freelancer",
"solopreneur",
"independent contractor"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "content-creation-publishing",
"name": "Content Creation & Publishing",
"description": "Creates and publishes content across YouTube, blogs, podcasts, newsletters, and other platforms with strategies for audience growth and monetization.",
"tags": [
"content creator",
"YouTuber",
"blogger",
"podcaster",
"newsletter",
"Substack",
"vlogger",
"content strategy"
],
"examples": [
"YouTuber",
"blogger",
"podcaster"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "social-media-influence-brand",
"name": "Social Media Influence & Personal Brand",
"description": "Builds and monetizes personal brand and social media influence through audience growth, sponsorship deals, and platform-specific strategies.",
"tags": [
"influencer",
"personal brand",
"Instagram",
"TikTok",
"LinkedIn creator",
"brand ambassador",
"sponsorship",
"KOL"
],
"examples": [
"influencer",
"personal brand",
"Instagram creator"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "consulting-advisory-services",
"name": "Consulting & Advisory Services",
"description": "Builds and delivers consulting and advisory engagements including client acquisition, proposal writing, engagement delivery, thought leadership, and practice development.",
"tags": [
"consultant",
"advisory",
"management consulting",
"strategy consulting",
"fractional executive",
"independent consultant",
"consulting proposal",
"client engagement"
],
"examples": [
"consultant",
"advisor",
"fractional executive"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "creative-freelancing",
"name": "Creative Freelancing",
"description": "Manages creative freelance businesses including design, writing, photography, and video production with specialized workflows for portfolios, client briefs, and creative project delivery.",
"tags": [
"freelance designer",
"freelance writer",
"freelance photographer",
"freelance videographer",
"creative professional",
"graphic design",
"copywriting",
"illustration"
],
"examples": [
"freelance designer",
"freelance writer",
"photographer"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "technical-freelancing",
"name": "Technical Freelancing",
"description": "Manages technical freelance businesses including software development contracting, technical proposals, project scoping, code delivery, retainer models, and client management for independent developers.",
"tags": [
"freelance developer",
"software contractor",
"independent developer",
"dev contractor",
"technical consultant",
"web developer freelance",
"mobile developer freelance",
"code delivery"
],
"examples": [
"freelance developer",
"contract developer",
"Upwork"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "online-teaching-coaching",
"name": "Online Teaching & Coaching",
"description": "Creates and delivers online courses, coaching programs, workshops, and digital education products with strategies for curriculum design, student engagement, and education business growth.",
"tags": [
"online course",
"coaching program",
"digital education",
"course creator",
"online workshop",
"curriculum design",
"coaching business",
"Teachable"
],
"examples": [
"online course",
"Udemy",
"Teachable"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "creator-monetization-growth",
"name": "Creator Monetization & Growth",
"description": "Builds diversified revenue streams for creators through merchandise, memberships, licensing, digital products, and strategies for scaling from solo creator to sustainable media business.",
"tags": [
"creator monetization",
"merchandise",
"membership",
"licensing",
"Patreon",
"creator revenue",
"digital products",
"creator scaling"
],
"examples": [
"creator economy",
"monetization",
"Patreon"
],
"inputModes": [
"text/plain"
],
"outputModes": [
"text/plain",
"application/json"
]
}
]
}