Revenue intelligence needs clean operating data
AI can summarize calls and surface risk, but it still depends on CRM stages, opportunity hygiene, meeting capture, email activity, product context, and consistent manager review.
- Audit CRM stage definitions, close dates, next steps, qualification fields, and owner accountability.
- Connect calls, emails, calendar, CRM, sequences, product usage, support tickets, and renewal data where relevant.
- Decide whether forecast authority lives in CRM, Clari, Gong, or another revenue operating layer.