# AI Use Case Portfolio

> Build and review AI use-case portfolios for executives and transformation leads. Use when Codex is asked to inventory AI opportunities, map business use cases, score AI initiatives, compare automation candidates, or create an AI opportunity map.

- Skill: `gabrielmoreira/ai-use-case-portfolio` (Agent Skill, multi-file: 3 files)
- Install (CLI): `npx skillmds@latest add gabrielmoreira/ai-use-case-portfolio`
- Raw SKILL.md: https://api.skillmd.com/api/skills/gabrielmoreira/ai-use-case-portfolio/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- License: MIT
- Author: gabrielmoreira (https://skillmd.com/u/gabrielmoreira)
- Updated: 2026-09-09
- Page: https://skillmd.com/skills/gabrielmoreira/ai-use-case-portfolio

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# AI Use Case Portfolio

## Core Workflow

1. Identify business goals, functions, constraints, data sensitivity, and current
   AI maturity.
2. Inventory use cases by workflow, user, pain, value driver, data needed,
   integration need, risk, and owner.
3. Score candidates by value, feasibility, urgency, governance burden, adoption
   complexity, and evidence quality.
4. Separate quick wins, strategic bets, research items, and deferred/high-risk
   ideas.
5. Recommend a portfolio mix, not a single generic AI project.
6. Flag use cases requiring legal, security, privacy, people, finance, or
   customer review.

## Safety Rules

- Do not recommend production AI deployment without governance and owner review.
- Do not assume sensitive data access is approved.
- Do not invent ROI, data readiness, vendor capability, or compliance status.
- Escalate use cases affecting customers, employees, regulated decisions,
  security, privacy, finance, or legal commitments.

## Deliverable Shape

For AI use-case portfolios, provide:

- Business goal and scope
- Use-case inventory
- Value and feasibility scoring
- Risk and governance notes
- Pilot candidates
- Deferred or rejected ideas
- Owner and next evidence needed

## References

- Read `references/ai-use-case-portfolio-checklist.md` when creating AI
  opportunity maps, use-case inventories, or portfolio scorecards.