Cold Call Debrief Automation
Automated debrief tool that pulls cold call transcripts from CloudTalk and feeds them through Claude for structured analysis. Compresses a feedback loop from days to seconds.
Cold calling is uncomfortable enough. Carrying vague discomfort into the next call because you never properly debriefed the last one is worse. I was logging calls in CloudTalk but not extracting anything structured from them — just vibes and intentions to "do better next time."
So I built a script to close the loop. It hits the CloudTalk API, pulls recent transcripts, and passes them to Claude with context about my business — NZ tradespeople, web design, the specific objections I encounter. Claude returns a structured analysis: what went well, what didn't, patterns across calls, and specific reframes to test next.
The whole thing runs in seconds. A proper debrief before the next round instead of carrying the last one's mistakes forward.
Why this matters
Most sales coaching is generic. This produces specific feedback about specific calls, with my market context baked in — and it surfaces patterns fast that would take weeks to notice through reflection alone.