Enrichment & Data Operations
Multi-provider enrichment orchestration with confidence scoring, merge governance, and CRM data quality architecture. We build the infrastructure that keeps your CRM data accurate without manual intervention routing across ZoomInfo, Clearbit, 6sense, Lusha, and Apollo with documented conflict resolution logic.
RevOps teams, data operations engineers, organisations with CRM data completeness below 60%, teams paying for enrichment but not seeing quality improvement
Most organisations sign up with one enrichment provider and apply their data directly to CRM records. Multi-provider orchestration means routing enrichment requests across multiple providers ZoomInfo, Clearbit, 6sense, Lusha, Apollo based on field-level confidence scores, then resolving conflicts with documented merge logic. The result is higher data completeness than any single provider can deliver, with a clear audit trail on where each field value came from.
It depends on your starting point and the richness of your target account list. In engagements we have run, completeness on key fields (company size, industry, revenue, decision-maker title) has gone from 30–50% to 75–90% within 90 days of implementing orchestration infrastructure. We baseline before we start and track against that baseline throughout.
Yes. Deduplication logic is one of the most complex parts of CRM data operations and one of the most commonly done badly. We design merge rules, survivorship logic, and exception handling before touching any records, then implement incrementally with rollback capability.
Ready to get started?
Tell us where you are. We will tell you honestly what the right engagement looks like.