AI Role Simulation Engine

Every role.
Every decision. Scored.

Built from 13 dealer positions — GM, desk, F&I, BDC, service, title. 30 years of floor experience distilled into data. Every gap Louie surfaces becomes a module. Every module becomes the moat.

2,931
Total Scenarios Run
76
System Avg Score
13
Roles Simulated
Gaps Identified
How to read these scores: Scores reflect how closely Louie's response matches a verified best-practice answer from a 30-year operator. A 76 average means 76% of scenario responses meet or exceed that benchmark — it is not a real-world failure rate. Every gap identified in simulation becomes a targeted module or coaching improvement. Higher scores over time reflect compounding product quality, not statistical sampling.

Core Floor Roles

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Management & Leadership

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Operations & Support

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The closed loop
Simulations feed the moat

Every scenario run adds to the lender weight cache, intelligence log, and gap registry. The AI gets smarter with every run. 3,400+ scenarios have already calibrated Louie's routing, coaching, and product roadmap — and it compounds daily.

Top Gaps Across All Roles