Pipeline data captures outcomes. The reasons behind them are usually sitting in a conversation nobody revisited.
Recordings are archives. Structured conversations are data you can actually query, compare and act on.
Your customers are already telling you what they think. The challenge is hearing it at scale.
Pricing resistance shows up as small questions long before it shows up as a lost deal.
In regulated environments, traceability and data handling matter more than model benchmarks.
Teams dissect lost deals and rarely examine won ones. The repeatable patterns are in both.
Manual call scoring covers a small sample at high cost. Full coverage removes both problems.
Sales speaks to your market every day. Most product teams never hear any of it.
Recording conversations was solved a decade ago. Understanding them at scale was not.
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