strategy2 MIN READ
Start with a workflow, not a model
A useful AI project begins with a decision, an owner and a repeatable piece of work.
Alex Vale / Sep 22, 2026↗
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We turn complicated data and promising ideas into AI systems people can actually use.
Read the insights ↓Field notes from
problem to practice.
A useful AI project begins with a decision, an owner and a repeatable piece of work.
Separate task success, mistakes, time and cost before you build a leaderboard.
Completion should be observable, and retries should have limits.
Human review needs an interface and a decision, not just a checkbox.