Insights
Insights
Notes drawn from public research, newest first. Each note keeps its sources. TribuTrace does not add figures of its own.
A number the board can read: reporting AI value without dressing it up
How to report AI ROI to the board: a one-page pack with spend, a labeled result, what you would stop, and the limits of what is still not yet attributable.
Time saved is not EBITDA
Hours freed by AI are not EBITDA. How to map time saved to the P&L, or say clearly when the capacity has not yet become a financial result on the books.
What 2026 surveys say about AI ROI in private equity
A labeled reading of 2026 surveys on AI ROI in private equity: what each source measured, where the findings agree, and what the figures do not prove.
How to measure the return on AI you already bought
How to reconstruct a baseline for AI already in use, label what is measured or still unknown, and take a number to the board that finance will stand behind.