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Analyzing 10,000 Sales Calls With AI In 2 Weeks

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Claims that 10,000 sales calls become analyzable in two weeks using LLMs backed by RAG and prompt caching are quantified here with concrete numbers and techniques. The system uses Claude 3.5 sonnet and prompt caching, forces structured JSON outputs and retrieval augmented generation to cut hallucinations, leverages extended outputs to avoid multi-pass requests, and reports turning a $5,000 analysis into $500 with up to 90% cost and 85% latency reduction, plus a verifiable citation trail.

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