Deal Risk Scoring
Stop finding out a deal is dead after it already missed close.
What changes when you build this
The gaps you're living with today,
and what this tool fixes.
Problems
- Reps self-report deal confidence, so 80% of deals are "on track" until the week they push
- No one notices a champion went silent for 18 days until the forecast call
- Risk signals live in 4+ systems — CRM, email, calendar, call logs — and nobody cross-references them
- Managers manually scan 50+ deals each week looking for red flags instead of coaching reps
- Deals that slip once are 3x more likely to slip again, but there is no systematic way to track repeat slippage
Solutions
- A composite risk score replaces gut feel, calculated from activity gaps, stage aging, and engagement signals
- Champion silence and missing next steps surface automatically before the weekly review
- All risk signals pull into one view — no more cross-referencing CRM notes with email threads
- Managers open a single heatmap to see which deals need attention, sorted by severity
- Repeat slippers get flagged with escalating risk weights so nothing quietly dies on the board
What the data model looks like
Refine generates this table structure from your
prompt. Edit columns, types, and relationships after.
100%
Mistakes to avoid
These are the failure patterns teams hit most often
when building this.
Over-engineered scoring formulaFix: Start with 3 inputs — days since activity, days in stage, and close date slippage — then add complexity only when those prove insufficient.
Over-engineered scoring formula
Fix:Start with 3 inputs — days since activity, days in stage, and close date slippage — then add complexity only when those prove insufficient.
Risk scores nobody checksFix: Embed the risk score directly into the pipeline board view so reps see it during their normal workflow.
Risk scores nobody checks
Fix:Embed the risk score directly into the pipeline board view so reps see it during their normal workflow.
Static thresholds across deal sizesFix: Weight thresholds by deal value — a $10K deal going silent for a week is different from a $200K deal.
Static thresholds across deal sizes
Fix:Weight thresholds by deal value — a $10K deal going silent for a week is different from a $200K deal.
No feedback loopFix: Compare risk scores at time of close to actual outcomes monthly and recalibrate weights.
No feedback loop
Fix:Compare risk scores at time of close to actual outcomes monthly and recalibrate weights.
Alert fatigue from too many flagsFix: Only alert on Critical risk — let Medium risk show up in weekly reviews, not inboxes.
Alert fatigue from too many flags
Fix:Only alert on Critical risk — let Medium risk show up in weekly reviews, not inboxes.