Entity Resolution
Entity resolution is the unglamorous stage of the agentic prospecting loop that determines whether everything downstream works. When a signal fires — a funding announcement, a job change — the system must match it to the correct account and the correct buying committee in your CRM, deduplicating against what already exists.
Without it, automation produces the failure modes every sales leader has seen: the same prospect enrolled twice under slightly different company names, outreach sent to a champion who left the account six months ago, or a hot signal routed to a rep who already owns an open opportunity there. The signal was real; the routing was garbage.
In an agentic workflow, entity resolution runs automatically between signal ingestion and contextual synthesis, so the human at the approval gate sees one clean, correctly attributed account record instead of a research project.
Frequently asked questions
Questions about entity resolution
- Why does entity resolution matter if our CRM data is clean?
- Because signals arrive dirty. A funding database says 'Acme Holdings,' your CRM says 'Acme, Inc.,' and the press release says 'Acme Group.' Entity resolution is the matching layer that reconciles those into one account before anyone acts on the signal. Clean CRM data is the destination; resolution is what keeps it clean under a continuous flow of new signals.
- Is entity resolution a tool we buy or a workflow we build?
- Usually a built layer. Enrichment and dedupe vendors supply the raw matching data, but the resolution logic — which source wins, how conflicts merge, when a human reviews an ambiguous match — is specific to your CRM schema and routing rules. It is one of the first things a GTM engineer builds in an orchestration engagement.
Related terms