Integration Health

Monitor data quality, coverage, and simulation readiness

Attention
Data Source
Revolut (Demo Mode)

Demo Mode (deterministic fixtures)

Events Detected
18.4M

Over 92 days

Segments Discovered
6

4 eligible · 2 insufficient

Forecast Confidence
4 High

0 medium, 0 low

Data Quality Metrics
Required thresholds for simulation eligibility
Event Coverage
All mapped events detected in the snapshot window100%
Segment Eligibility
Share of segments meeting data-sufficiency thresholds67%
Historical Depth
Coverage vs the 90-day preferred baseline100%
Detected Events
Behavioral events used for simulation modeling
Event NameVolumeStatus
signup_started520K/week Valid
kyc_passed430K/week Valid
first_deposit300K/week Valid
first_card_transaction265K/week Valid
salary_setup48K/week Valid
investment_funded39K/week Valid
vault_created72K/week Valid
plan_upgraded31K/week Valid
Metric Inference
How the primary metric is derived from behavioral events
First Review RatePrimary Metric

Share of consumers who, after viewing a newly listed restaurant, leave a first review within the window. Restaurants are supply (they receive reviews); consumers are demand (they write them).

Numerator: review_submitted by consumers on new listings
Denominator: restaurant_viewed (review opportunities)
Eligibility gated by the PRD thresholds (500/2,000 users, 10K events, 28d history).
Shadow — know what happens next, before it happens