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Apex Blue

Podcast Episode 107

Win/Loss Lab: Using Lightweight AI to Turn Every Deal into a Growth Engine

April 28, 20269 min

Many small and medium businesses miss the single richest source of sales intelligence: the real reasons behind wins and losses buried in CRM notes, proposals, and call audio. This episode walks listeners through a practical, low-cost Win/Loss Lab: extractable data sources, privacy-first processing, simple model types and prompt patterns, and the creative messaging changes that actually move pipelines. The panel deconstructs a sample loss, builds a one-page sales playbook and a 30-day testing roadmap, and gives templates for prompts, dashboards, and SOPs that any SMB can deploy without a data science team. Listeners leave with a clear process to convert conversations into measurable improvements—so every deal becomes a repeatable learning event that boosts conversion and preserves brand voice.

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Show notes & resources

This episode includes a startup-ready operating system: signal definitions, implementation sequence, and a lightweight pilot plan that can be tested in under 30 days.

  • - Reporting dashboard template aligned to Win/Loss Lab: Using Lightweight AI to Turn Every Deal into a Growth Engine
  • - Pilot KPI tracker (roles, milestones, and owner accountability)
  • - Implementation checklist for week 1 and week 2
  • - Follow-up prompts for Lyric, Nova, Stryker, and Pulse

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