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Section 17 of 21 · Decision Book p.31–32

17. Pipeline Hygiene — Stop Losing Money to Messy CRM

DMA's book asks the system to keep the CRM honest: find people who left, stuck deals, deals with no next step, messy lost reasons and records owned by former staff. All five run in the POC with every audit of the CRM; they detect and explain, and people fix the records in Nutshell.

What we built for this section

  • Hygiene rules on every audit run: stuck deals, missing next steps, former owners, dead or bounced contacts, duplicates.
  • Lost reasons mapped to one code with the quoted evidence, or "not enough evidence".
  • Field rules that decide if a cleaned value may be written back to Nutshell.

The 5 capabilities, in the book's order

No.CapabilityBook pagePhaseAutonomyStatus
17.1Find dead or changed contactsFind people who have left their companies and, where possible, locate the new decision maker.p.31Phase 1L1 · RecommendBuilt in the POC
17.2Find stuck dealsSpot opportunities that have sat in a stage too long with no next activity.p.31Phase 1L1 · RecommendBuilt in the POC
17.3Find missing next stepsEvery serious opportunity should have an owner and a next action.p.32Phase 1L1 · RecommendBuilt in the POC
17.4Find bad/inconsistent lost reasonsClean up bad or inconsistent lost reasons, so future scoring rests on reliable history.p.32Phase 1L1 · RecommendBuilt in the POC
17.5Find opportunities owned by former employeesFind accounts and deals owned by people who have left DMA, so they don't disappear.p.32Phase 1L1 · RecommendBuilt in the POC
17. Pipeline Hygiene — Stop Losing Money to Messy CRM · DMA AI proof