A GITLAI Whitepaper · October 2026

WHAT NOBODY WROTE DOWN.

Why AI runs on context, and how to capture it and keep it.

For operators of PE-backed and owner-led companies, and the firms that back them.

Download the whitepaper (PDF)
Nine sections. Every stat sourced. No form to fill out.
What's inside

THREE THINGS WORTH YOUR TIME.

01

The gap is context.

57% of enterprises traced a wrong AI answer to missing or inconsistent business context. Only 21% of leaders piloting agentic AI say their processes are ready. Every number sourced, every source dated.

02

How to capture it.

Recorded work sessions. A nightly review that the person who did the work corrects. A decision log that becomes a working rulebook. Then a context pack someone else can pick up.

03

How to keep it.

Context starts going stale the day after you capture it. Every month: re-capture what changed, read the logs, retire what's stale, and report what changed.

Captured context is a snapshot. Kept context is an asset.
Download the whitepaper (PDF)
Then: Start with Phase One. Fixed fee · weeks, not quarters · working proof in your environment · you keep everything either way.