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AI Project Red Flags

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Clay Campbell, Founder — Seawolf AI


Here’s how you know it’s about to go sideways.

1. No Clear Owner

  • If no one owns it, no one drives it
  • You need a responsible lead who makes decisions fast

2. No Real User in the Loop

  • If users aren’t testing it, they won’t adopt it
  • Feedback drives relevance

3. No Deployment Path

  • If it’s not going into a real environment, it’s academic
  • Know where it will live before you build

4. Endless Pilot Mode

  • If it’s always being refined and never launched, it’s a cost center
  • Define what “good enough” looks like

Why It Matters

AI doesn’t fail in theory — it fails in execution. Spot the red flags early.