Your AI is not a black box. It is built like a change-ordered set of plans: everything it knows is written down, dated, and reversible. This sheet shows the loop that keeps it current.
It runs on a schedule, on your own systems. Nobody presses an update button.
The dashed line is what makes it a loop rather than a list. A correction does not just answer your question, it changes the record everyone else reads.
Four limits worth knowing, because they are the reason this is safe to leave running.
A new fact updates on its own. A change to a rule, your brand, or your voice is held for a person to approve first. The AI proposes; a human decides.
Every change is dated and logged. Anything can be read back or rolled back. Nothing rewrites itself invisibly.
The learning runs on your own systems, not on anyone's laptop. If a computer disappears, nothing stops.
Your conversations are never used to train the AI itself. What the system learns about Live Oak belongs to Live Oak.
This is not a promise for later.
Reading back through Live Oak's first five planning conversations, the system learned six facts on its own.
Among them: that Live Oak does not build pools or gazebos and refers them out, the estate-size setbacks at Oso Vista, and that Instagram is aimed at younger buyers. Each was added to the record with a date and a source.
From here it keeps doing that on a schedule, quietly, so the AI understands Live Oak a little better every week without anyone lifting a finger.