The AI that coaches our AI
Every night, a supervisor model audits the day's AI sales conversations against deals that human sellers actually won.
The challenge
Most teams deploy an AI agent and hope it's good. Nobody reads thousands of transcripts; quality drifts silently, and by the time a problem is visible in the numbers, weeks have passed.
The solution
We gave the sales agent a boss. Every night, a supervisor AI reads the day's live sales conversations and audits them against a curated corpus of deals human sellers actually won — retrieved with embeddings and reranking, so each conversation is compared to the most relevant winning playbook. The supervisor writes concrete coaching feedback and delivers it to the team automatically, every morning.
Why it matters
Quality is measured, not assumed
Performance isn't a launch-day claim — it's audited nightly against a ground truth of real winning behavior.
The AI learns from your best sellers
The benchmark corpus is built from closed-won human deals — the agent is coached toward what actually works in this business.
A feedback loop that never sleeps
Insights feed back into the agent's behavior continuously — part of how it climbed into the team's top sellers.
The results
150+ conversations audited nightly with zero added human workload — a continuous improvement loop that helped the sales agent become one of the top closers on a 40-person team.
Want results like these?
A 30-minute working session on your goals and the smartest first step.
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