Collection
Waterfall Enrichment
11 articles
01What is waterfall enrichment?Query providers in sequence — cheapest first, richest last — for higher fill rates at lower cost.3 min→02Set up your provider cascadeAdd providers, order them cheapest-to-richest, set stop conditions, and test before enabling.3 min→03Configure confidence thresholdsThresholds decide what's accepted, what falls through to the next provider, and what's flagged for review.3 min→04Optimize fill ratesDiagnose low fill rates as provider gaps, thresholds too high, or unmatchable records — then fix each.3 min→05Manage enrichment costsControl cost with cascade order, caching, re-enrichment cadence, and per-segment rules.3 min→06Add a new enrichment providerConnect credentials, map fields to the canonical schema, position in the cascade, and sample-test.3 min→07Per-field cascade configurationGive each field its own best-first provider order to maximize quality and minimize cost per field.3 min→08Troubleshooting low fill ratesA four-step diagnostic — matchability, provider returns, threshold blocks, cascade scoping.3 min→09Re-enrichment cadenceHow turgo re-enriches on signal, on staleness, and on demand — and how to balance cost vs freshness.3 min→10Bulk enrichment for migrationsImport, resolve identities, then bulk-enrich in batches with the migration profile — with a cost estimate first.3 min→11Enrichment audit logEvery enrichment event logged — provider, field, time, confidence, and what it replaced — for debugging and review.3 min→
