PUBLICLEDGER
OpenArchive capture
Enterprise AI chatbot adoption remains highly uneven, with heavy use by a minority and limited use by most employees.
- Expert
- Benedict Evans
- Prediction date
- Sep 3, 2026
- Deadline
- Dec 31, 2028
- Category
- AI & Technology
- Explicit confidence
- Not stated
Original statement
“Every big company gave everyone Copilot (or maybe ChatGPT or Claude) and a small number of people are using this a lot (some of whom actually increased their productivity), while a larger set of people are using it a couple of times a week and a lot of the rest of your company isn't really using it at all.”
Normalized claim
Enterprise AI chatbot adoption remains highly uneven, with heavy use by a minority and limited use by most employees.
A falsifiable interpretation, separate from the exact source text.
Resolution criteria
Enterprise usage analytics continuing to show power-law distribution of AI tool engagement through 2028.
Market context
No high-confidence matching market is linked. Loose thematic matches are not shown.
Resolution
This prediction remains open.
Audit trailView full history
- Source recorded2026-09-03 21:26 UTC
- Prediction verified and frozen2026-09-12 23:23 UTC