In the fast-paced world of automotive sales and service, trust and decision-making are everything. What if your AI system could be tested like a top executive—showing whether it’s honest under pressure, diligent in reading your files, or prone to shortcuts? A groundbreaking experiment by Firmulate puts frontier AI models through a simulated week of dealership crises, revealing distinct management personalities that could reshape how we evaluate AI for critical business tasks.
Inside the Live AI Management Wargame
Imagine running your car dealership—handling customer complaints, managing internal crises, and making critical deals—while an AI model acts as your decision-maker. That’s precisely what the Firmulate experiment did, assigning four advanced models the challenge of navigating a software company’s worst week. Each model faced identical scenarios: a public relations crisis, suspicious email requests, and the temptation to cut corners for short-term gains.
Every decision by the models was carefully recorded and compared. The core goal was to see which AI would uphold integrity, read crucial information from internal documents, and ultimately close a significant €55,000 deal. The results were revealing: all four models identified every crisis and refused every manipulation attempt. However, only two managed to close the deal—those that demonstrated a deep understanding of hidden company facts and maintained discipline under pressure.
Different Personalities, Different Outcomes
- GPT-5.6-sol 95: Achieved the highest score and succeeded in reading the buried company fact, securing the full deal. Its performance exemplified thoroughness and honesty.
- Kimi K3 93: The newcomer scored just behind, with the cleanest discipline, successfully closing the deal without slipping into shortcuts.
- Sonnet 5 88 and 77: While they both managed to close the deal, they showed more process slips, like leaving opportunities unpursued or delaying escalation. Their personalities seemed more cautious or less disciplined.
- Opus 4.8 73: Despite being the most analytical, it left the close on the table and slipped into internal silos, illustrating that thoroughness alone doesn’t guarantee success.
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What This Means for Automotive Businesses
While these decisions sound far removed from your dealership’s day-to-day, the implications are clear. AI models that read and analyze internal documents, resist manipulative tactics, and stay disciplined under pressure are crucial when dealing with customer negotiations, warranty disputes, or even managing your online reputation. The experiment shows that some models excel at identifying hidden information—like the buried document reference—that can make or break high-stakes deals.
Moreover, the models’ ability to refuse social engineering attempts—such as fake CEO messages or staged crises—demonstrates a level of integrity that’s vital for trust. All models refused to be manipulated, a reassuring sign for any business considering AI as a decision partner.
Why Should You Care?
In an industry where customer trust is paramount, deploying an AI that can make honest, disciplined, and comprehensive decisions is essential. Whether managing a support queue, guiding service repairs, or negotiating sales, the AI’s capacity to finish what it starts, read critical documents, and stay honest under pressure determines its actual usefulness—not just how well it chats or responds.
And the best part: you can test your own AI setup against these benchmarks through Firmulate’s live wargame environment. It’s a risk-free way to see if your AI can handle tough situations before deploying it in your real operations.
The Live Site and How to Get Started
Visit firmulate.com/live to watch the real software run every business day. See how the models perform in real-time, read actual employee messages, and understand what makes an AI decision trustworthy in today’s complex business landscape.
Interested in testing your own AI? You can run your company’s scenarios against a read-only export of your data with no risk, at firmulate.com/pilot.html. Prepare your AI workforce for the future—before the first mistake happens.
Final Thoughts
The experiment underscores a vital truth: the quality of your AI’s management decision-making isn’t about how well it chats. It’s about whether it finishes what it starts, reads your internal files, and remains honest under pressure. For automotive businesses looking to adopt AI responsibly, understanding these management personalities is a game-changer. When choosing your AI partner, look beyond the surface—test it in the real-world trenches, just like this experiment.
AI models show distinct management personalities—thorough, disciplined, cautious, or slip-prone—affecting their ability to handle dealership crises and close high-value deals. Test your AI today at firmulate.com/quiz.html to see which model aligns with your trust and discipline needs.
Watch it live: firmulate.com/live · Full results: firmulate.com/benchmarks.html
