How MAiPL works
From scattered evidence to a call your team can defend.
MAiPL reads the sources your team already uses, follows what changed, and shows the evidence behind every build, validate, or hold decision.
01connect
Connect what your team already uses
Jira, Google Docs, GitHub and PDFs — the sources of truth you already keep.
02read on movement
It reads only when something moves
Edit a doc, move a ticket — maipl notices, then re-reads what changed.
03the call
Every initiative lands in a call
Build, validate or hold — and the call goes back where the work happens.
01connect
Connect what your team already uses
Jira, Google Docs, GitHub and PDFs — the sources of truth you already keep.
the context engine
From scattered signals to a call you can defend.
01 · absorb
Signals become evidence.
maipl notices movement across your connected stack and turns it into cited facts.
4 sources · 18 facts
absorb→audit→action