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Field notes for CPOs. Free to read — no email gate.

Playbooks, benchmarks, and frameworks from real category work — the numbers, the trade-offs, and what didn't hold. Same open spirit as the skills suite: practitioner depth, nothing walled off.

Perspective

PERSPECTIVE · 8 MIN

Reading is good. Shipping is better.

The 16-skill suite plus all 5 working deliverables — free download.

Download the suite

Field notes for CPOs. Free to read — no email gate.

The difference between a skill that runs and a skill you can trust

Make the skills yours — the override-file pattern, no code required

Why generic AI plateaus on procurement work — and the layer that doesn't

Trust and the audit trail in agentic procurement

The 12 procurement AI use-cases that pay back in one quarter

Pilot to production in 90 days — the deployment plan that survives Q3 budget

An AI measurement framework procurement can actually report on to the board

RFP automation honestly assessed — where it lands, where it wastes a year

Claude Opus 4.7 vs GPT-5.5 vs Gemini 3.1 Pro on procurement-real tasks

Build vs buy vs fractional — the three-question test for procurement AI

Reading is good. Shipping is better.