Sophon Consulting
consulting.sophon/sophon-consultingRead-only, deterministic AI triage and readiness tools implementing Sophon's published rubrics.
Tools · 2
Score one proposed AI workflow across bottleneck severity, value capture, integration readiness, and risk posture. Returns a deterministic go-deeper or hold recommendation and a handoff-ready Markdown…
Assess an organization's readiness to run AI in production across five dimensions (data readiness, workflow ownership, governance and controls, delivery capacity, executive sponsorship), each scored 1…
Resources · 8
Triage one proposed AI use case into a go-deeper or hold recommendation by scoring bottleneck severity, value capture, integration readiness, and risk posture, then ranking the follow-up questions tha…
https://www.sophon.consulting/.well-known/agent-skills/ai-opportunity-triage/SKILL.md
Assess an organization’s readiness to run AI in production across data quality, workflow ownership, governance, delivery capacity, and executive sponsorship, producing a scored readiness report with a…
https://www.sophon.consulting/.well-known/agent-skills/ai-readiness-assessment/SKILL.md
Turn an existing AI pilot into a gated production rollout plan on a roughly 90-day arc — evaluation baselines, hardening, controlled rollout, and cutover — with measurable exit gates, named owners, an…
https://www.sophon.consulting/.well-known/agent-skills/ai-pilot-to-production-plan/SKILL.md
Design human oversight for an AI system by classifying its actions by impact and reversibility, producing a governance matrix that states what runs autonomously, what requires human review before acti…
https://www.sophon.consulting/.well-known/agent-skills/human-in-the-loop-governance/SKILL.md
Plan a bounded 48-hour evidence sprint that turns an imminent AI decision — vendor choice, build approval, workflow commitment — into a recommendation memo with an explicit confidence level, by assign…
https://www.sophon.consulting/.well-known/agent-skills/ai-evaluation-sprint/SKILL.md
Review the cost and reliability of an AI/LLM stack already serving production traffic: inventory request classes, baseline cost, latency, failure, and human-rework metrics, then recommend routing, cac…
https://www.sophon.consulting/.well-known/agent-skills/ai-cost-reliability-review/SKILL.md
Decide between retrieval-augmented generation, fine-tuning, or a hybrid for grounding an AI system in internal knowledge or domain behavior, producing an architecture decision memo that weighs knowled…
https://www.sophon.consulting/.well-known/agent-skills/rag-vs-fine-tuning-decision/SKILL.md
Design a workload-grounded evaluation for choosing an AI model or provider, producing an evaluation design plus a selection memo template based on your own task classes — output quality, tool-call rel…
https://www.sophon.consulting/.well-known/agent-skills/ai-model-selection-eval/SKILL.md
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How to use
Add to your Claude Desktop / Cursor / Cline MCP config:
{
"mcpServers": {
"sophon_consulting": {
"url": "https://www.sophon.consulting/api/mcp",
"transport": "streamable-http"
}
}
}