Scenario
Live · Playing: Payroll Drop · Consumer: Ada · ACH +$3,214
The Moment
The moment that just happened will render here.
SURFACE LAYERS WHERE MOMENTS LAND IN-APP WEBSITE AGENT SMS EMAIL API VENDORAI PUSH IN-APP WEBSITE AGENT SMS EMAIL API VENDORAI EXISTING STACK WHERE SIGNALS COME FROM LOS CRM CARDS PAYMENTRAIL FRAUD COMPLIANCE REWARDS VENDORAI CORE LOS CRM CARDS PAYMENTRAIL FRAUD COMPLIANCE REWARDS VENDORAI LEARNING Holdout · Causal · mSPRT lift +8.2% MOMENTS Acquire · Activate · Grow · Retain COORDINATION Flight · Multi-audience · Policy · Lineage DECIDING Rules · Probabilistic · Bandits p=0.87 · C THE CONSUMER GRAPH PREMIUM CARD INSURANCE MERCHANT TXN DEBT DEPOSIT PATTERN LOAN CONSUMER HARNESS Connect · Enrich · Unify < 500ms · moment-native 480ms
Signal captured
ACH credit · Payroll · +$3,214.00
Recurring · day 15 · balance surplus detected
Harness
Connect · Enrich · Unify
480ms · lineage traced
Consumer Graph
Marcus · pattern matched
Consumer at centre · relationships expanded
Decision trace
Retention window open · HYS propensity 0.74
Rule: surplus > $800 → offer high-yield sweep · Bandit: Variant A
Coordination
No conflicting moment in 24h
Policy cleared · OK to proceed
Moments
Moment assembled
Primary surface: Push