As you record, Osora watches like a sharp new hire — and asks the one question that turns a recording into reusable judgement: why did you do that? The answers become rules with the reasoning attached.
“Why run a waterfall instead of just one provider?”
Maya answers out loud, in the flow of work.
Only Clay-verified emails push to lemlist — bounces wreck deliverability across the whole domain.
When you make a non-obvious call, the apprentice asks about it in the moment, while the context is fresh, instead of leaving the reasoning to evaporate when the call ends.
The apprentice tracks where a process is underspecified and flags the gaps — the branch you didn't cover, the rule that only fires sometimes — so the captured skill stays honest about its own edges.
The apprentice doesn't stop at capture: it shadow-predicts on new cases, you confirm or correct, and the rule climbs the maturity ladder from observed toward autonomous.
It keeps learning after the recording ends.
Built in by defaultEvery rule carries the human explanation for why it exists, sourced to who said it and when.
The cases where the normal rule doesn't apply are exactly the part agents usually fail on.
How your best person actually decides becomes something the whole company reuses.
“Agents failed on exactly the cases that mattered — because nobody had captured how our best people made the call, or why.”
The apprentice asks the questions your documentation never did.