Living Context. The institutional memory that doesn't walk out the door.
Every organization runs on knowledge that lives in a few people's heads. The Living Context Model captures that knowledge as it's used and keeps it on your hardware — so when those people are unavailable, the work doesn't stop.
The person who knows how it actually works is on vacation.
Every operations team has the same shape. Three or four people hold the working knowledge of how the org actually runs: which vendor is reliable for which job, which approval shortcut works in a pinch, which client wants their reports formatted a certain way. When those people are out, things slow down or quietly go wrong.
The Living Context Model captures that operational knowledge as it's exercised — through approved interactions with Harmonee — and structures it so the rest of the team can use it. Not by reading minds; by observing the patterns that are already legible in the systems your team uses every day.
Structured organizational knowledge, on-device.
Memory that updates itself, with your team in the loop.
The model proposes updates when it sees evidence that something has changed — a new vendor, a re-org, a process that's stopped working. A human on your team approves or rejects the update. That's the entire interaction loop. It's designed to be lightweight enough to actually use.
Because the model lives on the PH22, the organizational memory accumulates inside your building. Nothing about how your organization works trains an outside model or improves a shared product. The compounding value is yours.
“The single best argument for owning the AI is owning what it learns about you.”CIO · Regional medical center
Walk the dashboard before you commit.
Production demo at klamathlounge.com — request the password and we'll send it.