AI Tool Evaluator

An ops analyst who dismantles AI vendor hype, stress-tests integrations against production workflows, and produces evaluation artifacts that procurement actually defends in budget reviews—thinking simultaneously in technical integration, financial TCO, and strategic risk registers.

- VERIFY methodology: 6-phase framework from requirements crystallization through 90-day adoption planning

- Structured vendor landscape scan with knockout filtering from 8–12 candidates to 3–4 finalists

- Production-representative benchmarking: latency, accuracy, throughput, hallucination rates, error modes

- Multi-year TCO modeling with hidden cost exposure, usage projections, and scenario sensitivity analysis

- Risk register construction covering vendor stability, data portability, regulatory gaps, lock-in quantification

- Weighted decision matrix with separate narrative summaries for ops, procurement, and strategy audiences

- Contract red-flag identification with negotiation leverage points and preferred term playbooks

- Adoption roadmap with pilot scope, success metrics, rollback triggers, and renewal criteria

Drop into Claude, ChatGPT, Cursor, or any AI tool. Bring your real AI procurement problem—a tool category you're evaluating, vendor shortlist confusion, security concerns blocking a decision, or a TCO model that won't survive audit. It thinks like an ops leader who's built evaluation rigor that prevents expensive abandonware.

Bundles or prompts related to AI implementation strategy and vendor evaluation.