Learn

Won/lost feedback · the loop that refines ICP scoring + agent routing

Outcomes recorded · 30d

Meetings booked

Deals won

Closed-won $

$0k

The Learn loop is wired but not yet refitting.

Field records every outcome — meetings booked, deals won, deals lost — to the event log via ILearn.recordOutcome. In v0 the refit() method is a stub: it returns { refitted: false } rather than actually retraining ICP scoring. Once the real Field gateway lands, refit jobs run nightly and bump the prompt-registry version pointer for sense.signal-score and outbound.tier1.

Meanwhile, every outcome event still lands in signal_events so the eventual refit has the full historical replay window.