Writing · speech-analytics

1 post tagged speech-analytics. ← All

May 20, 2026
AI Mentor for Sales Managers: From Daily Reports to an Interactive Simulator

A retrospective on our LLM mentor for sales managers – a 2023–2024 project. Picking the prompt through failures, designing a pilot without a 'Big Brother' effect, an A/B test that went the wrong way, and a three-step prompt chain instead of one. This is the first article in the series – an overview: the journey, the failures, and the five takeaways I've been carrying into every LLM product since.

llm · ai-product · speech-analytics · prompt-engineering · ml-pilot · feedback-loop
Part 1/4 · AI Mentor and Simulator
17 min