Deal intelligence tools read your CRM, emails, calendars and calls to answer one question: which deals need attention, and what should happen next?
Common signals
- Engagement: who from the buyer side is active, and whether senior people are involved.
- Momentum: time since last meaningful contact, slipped close dates, stalled stages.
- Coverage: missing roles (economic buyer, legal, procurement), single-threaded deals.
- Conversation content: competitors mentioned, pricing objections, next steps agreed or not.
Turning signals into action
A risk score on a dashboard changes nothing. Signals pay off when they are built into the rhythm of the team:
- Weekly deal review starts with the top-risk deals and the reason for each flag.
- Seller can challenge a flag ("the buyer is on leave") and the challenge is recorded.
- Next best action is specific: "book a meeting with the CFO before proposal".
- Track hit rate: were flagged deals actually more likely to slip or lose?
Explainability
Sellers and managers will only trust a signal they understand. Prefer tools that show why a deal is flagged over tools that show only a score. Unexplained scores are either ignored or gamed (sellers learn to log activities that raise the score).
Evidence
Vendor reports are positive — for example, Salesforce reports a 10% increase in win rates among its own account executives using its Agentforce tools — but such figures come from vendors, with unclear baselines. Measure your own: win rate and slip rate for flagged vs unflagged deals, before and after.