The Forensic Data Collection Framework

Forensic data collection combines quantitative CRM data with qualitative interview data. The CRM tells you what happened: which stages the deal passed through, how long it spent in each, which activities occurred, and where it exited. The interview tells you why it happened: what the buyer valued, how they made their decision, and what would have changed the outcome. Neither source alone tells the complete story.

1. CRM Data Extraction For each analyzed deal, pull: stage history with timestamps, all logged activities with notes, field change history (amount, close date, stage), contact roles and engagement, and the loss reason (if coded). This data reconstructs the deal's timeline — the quantitative skeleton of the forensic analysis.
2. Rep Debrief Interview A structured 20-minute interview with the deal owner within 48 hours of close. Structured questions: What was the buyer's primary pain? Who were the decision-makers? What was our competitive position? What would you do differently? The rep debrief captures internal context that the CRM does not record.
3. Buyer Interview A structured 15-minute interview with the buyer's decision-maker within 30 days of close. Conducted by someone other than the sales rep (RevOps, product marketing, or a third party). Questions: What drove your decision? What did we do well? Where did we fall short? What would have changed the outcome? Buyer interviews are the highest-value data source because they reveal the buyer's actual decision process.