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See It Work · Book 03 · Leading AI Agents · Chapter 10
The report was fine — the deployment cost $45K a month
A real failure that wasn't about the AI at all. The agent's report was fine. But the deployment process carried a surprise cost — $45,000 a month — that ended up larger than the entire first year of savings. The agent delivered; the rollout around it quietly bled money no one had budgeted.
The full detailed chart. Condensed for print legibility in the book; shown here at full size.
It's possible to build a great agent and still lose money on it, if the deployment process — integration, oversight, hidden infrastructure — wasn't planned. The how can cost more than the what.
Leading agents · deployment post-mortemsready
The cost was in the deployment, not the agent:
When Deployments Fail
the agent's reportfine
the deploymentsurprise cost $45K/month
vs savingsbigger than year one
the lessonplan the how, not just the what
The surprise deployment cost more than the entire first year of savings. The report was fine; the deployment process cost forty-five thousand a month.
For the technical reader — the command, and how to verify it yourself
# one line · you do not need to run this
see walkthrough
see walkthrough
see walkthrough
# -> the hidden deployment cost that dwarfed a year of savings
# -> the hidden deployment cost that dwarfed a year of savings
Full step-by-step is in Appendix RX: Hands-On Demonstrations in the book.