Confirmed processes become agents: rules with provenance, gated by trust. They surface what each person missed — and act only under rules you can audit.
Run every email through a verified-first Clay waterfall.
Maya · 4:12Only push verified leads to lemlist — never the raw list.
Dan · Jun 3Refuses to send when a rule is contradicted.
Hand an agent a live case and it predicts, cites the rule it's applying, and shows the human moment that authorized it — governed judgement, not a prompt.
Osora reads company memory and gives every person a personal feed: what's worth knowing, what's waiting on them, and what's already being handled — from the rooms they weren't in.
Each rule points back to the recording and the human decision that created it.
Agents suggest first and act later — authority scales with demonstrated trust.
What you missed, what depends on you, and what's already handled.
“Agents failed on exactly the cases that mattered — until we captured how our best people made the call, and why.”
Record it once, confirm the steps, and watch it act with provenance.