Persona chip · layer 7 · enhancement pack

Four upgrades. One spine.

Sacred holdouts prove caused lift. A disagreeing boardroom converts ambiguity into exactly the calls a founder should personally make. Goal discovery proposes investigations — the chip never self-arms. And a self-P&L names its own waste, monthly, out loud.

Assignment · deterministic by target hash

At pursuit creation, assign_arm(target_ref) hashes the target and puts a fixed slice into holdout — judged fully, never touched. The temptation to touch a juicy held-out deal is the exact temptation this table exists to refuse. A SQL trigger on attempts is belt-and-suspenders.

Holdout slice10%

Causal lift · this month

Treated (n)100
Held out (n)20
Treated achieve rate41.0%
Holdout achieve rate20.0%
Absolute lift21.0 pts
Relative lift105%
holdout n=20; need ≥30 closed holdouts before claiming causation.

Pursuits · arm assignment

treatment holdout (never touched)
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