PROJECT LIGHTHOUSE
Open
In an enterprise environment with far more AI agents than humans, the value of systems of record and enterprise software tools will increase rather than decrease.
- Expert
- Aaron Levie
- Prediction date
- Jan 18, 2026
- Deadline
- Dec 31, 2030
- Category
- AI & Technology
- Explicit confidence
- Not stated
Original statement
“in a world of 100X more AI agents than people in an enterprise, the value of the systems of record and tools agents will use will go up, not down.”
Normalized claim
In an enterprise environment with far more AI agents than humans, the value of systems of record and enterprise software tools will increase rather than decrease.
A falsifiable interpretation, separate from the exact source text.
Resolution criteria
Enterprise software market growth rates and valuation of systems-of-record vendors (e.g., Salesforce, SAP, Box, ServiceNow) relative to pure agent platforms through 2030, per Gartner or company financials.
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 recorded2026-01-18 00:00 UTC
- Prediction verified and frozen2026-09-11 04:20 UTC