We have been building exactly this. Patrick uses structured context graph across 40+ relationships, and that's only our internal use cases.
Graphs are the foundation of the future.
graph is the final boss of memory.
a skill graph is a network of skill files connected with wikilinks.
one of the most interesting article iβve read recently
We call it Patrick. It's the nervous system we wished existed when we were managing 40+ orgs, 5 product lines, and 100+ tasks from a 5-person team.
No dashboards. No collaboration features. No seat licenses.
Just signal: delivered to the one person who needs it most.
Dashboards show you what happened.
AI copilots help you do tasks faster.
Neither tells you what you're missing.
That's a different problem. That's what we built.
So we stopped building another copilot.
Instead we built a private intelligence line for the principal; one person, one feed, one source of organizational truth.
It just tells you what's actually happening vs. what people claim is happening.
Every prompt you write is a lossy compression of your actual situation.
Thatβs why your AI gives confident answers to the wrong question.
We built the fix.