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AI Project Management

2 posts

28 'Agent' Projects, Only 5 Are Real — The L0-L3 Grading Framework

The word 'Agent' has been so abused that salespeople, executives, engineers, and the media all mean four different things by it. This is a 4-level ruler (L0-L3): one criterion, five self-check questions, three worked examples, and 28 retail scenarios graded for real. Five minutes to see through fake-Agent marketing; twenty minutes to grade your entire project portfolio.

May 12, 2026·20 min read

Retail Agentic AI Handbook (1): Which 4 of Your 28 'Smart-X' Projects to Start With

Your boss just handed you 28 'smart-X' projects and wants them all done this year. You can't do them all. Here's a 28-scenario priority map — five minutes to know which are P0 and which to defer until the data foundation is in place; twenty minutes to walk into your next AI strategy meeting with '4 P0s + 5 Week-One decisions.'

Feb 28, 2026·20 min read

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