Why Your Pilot Failed in Week 5. It Wasn't the Tech.
The Copious Team··4 min
Week one: kickoff. Energy. The vendor's solutions engineer demos a deflection bot. Everyone nods.
Week three: the pilot lead is also doing her real job. Tickets pile up. The bot's confidence threshold is too aggressive — it's escalating things it shouldn't.
Week five: a director asks for a number. Nobody has one. The CSAT didn't move. The deflection rate is ambiguous. The pilot quietly ends.
Not the model's fault. The pilot had no protected time, no agreed primary metric, no executive who'd defend it past the first ugly week. Three failures, all organizational.
Fix order: pick one metric and write it down before kickoff. Carve out 8 hours a week for one named operator. Get a VP to commit, in writing, to a 60-day window before any kill decision. Then run the pilot.
The model is almost never the bottleneck. The org around the model is.
"The model is almost never the bottleneck. The org around the model is."
The Workbook · $79✦Useful AI Over Hype AI✦62 Pages. 13 Worksheets.✦Augment, Don't Replace✦Lead Humans, Not Bots✦Built by an Operator✦No Money From Vendors✦Run It On A Tuesday✦Sharper Team, Not Smaller✦The Workbook · $79✦Useful AI Over Hype AI✦62 Pages. 13 Worksheets.✦Augment, Don't Replace✦Lead Humans, Not Bots✦Built by an Operator✦No Money From Vendors✦Run It On A Tuesday✦Sharper Team, Not Smaller✦The Workbook · $79✦Useful AI Over Hype AI✦62 Pages. 13 Worksheets.✦Augment, Don't Replace✦Lead Humans, Not Bots✦Built by an Operator✦No Money From Vendors✦Run It On A Tuesday✦Sharper Team, Not Smaller✦The Workbook · $79✦Useful AI Over Hype AI✦62 Pages. 13 Worksheets.✦Augment, Don't Replace✦Lead Humans, Not Bots✦Built by an Operator✦No Money From Vendors✦Run It On A Tuesday✦Sharper Team, Not Smaller✦