Can You Guess Which AI Model Managed a Real Company’s Worst Week?

Imagine managing a busy restaurant or a bustling food delivery service. Every decision counts, especially when facing crises or trying to close big deals. Now, what if your AI assistant had to navigate the same chaos—making honest choices under pressure? Would it succeed, or fold under the weight? At Firmulate, a live AI company emulator is doing just that, testing frontier AI models in a simulation that’s as real as any restaurant rush hour.

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What Is Firmulate and Why Does It Matter?

Firmulate runs AI models as complete companies, complete with real money mechanics, daily challenges, and crises. It’s like putting a virtual restaurant or food business through its paces, but with AI at the helm. The goal? To measure how well these models can manage complex, real-world decisions—not just generate pretty chat responses.

The Experiment: A Week of Crisis and Choices

Each AI model was tasked with running a small software company through its toughest week—same customers, same crises, and even the same temptations to manipulate or cut corners. Every decision was recorded and auditable, creating a transparent way to see how each AI performed under pressure.

What Were the Results?

• All four models identified every crisis and refused every attempt to manipulate or cheat. They showed integrity even when faced with escalating fake CEO messages and a reporter trick—each time refusing to deceive or cut corners.
• Only two models managed to close a significant deal worth €55,000 based solely on their own analysis and decision-making. The other two either left the deal on the table or failed to make the final step.
• The decisive advantage came from reading deeper into company documents—those that looked two references deep into files were able to uncover critical information. This insight helped close the deal at full price, adding over €4,500 in monthly recurring revenue.

Personality and Strategy in AI Managers

The models displayed different management styles:

• The gpt-5.6-sol scored highest, showing thoroughness and decisiveness, closing the deal at full price.
• The Kimi K3 was the most disciplined, refusing every manipulation and running without an effort parameter—yet still managed to win at full price.
• The Sonnet 5 and Fable 5 also closed deals but with slightly more slips and less discipline.
• The Opus 4.8 was the most thorough but left the deal on the table, illustrating that even the most detailed analysis doesn’t guarantee success if discipline slips.

Why Should You Care?

This experiment highlights a critical question for any business leveraging AI: does your AI agent finish what it starts? Can it read your files deeply enough to make informed decisions? Will it stay honest under pressure or be tempted to cut corners? These are not about how well AI sounds in a demo—they’re about whether it’s trustworthy and effective in real, high-stakes situations.

Try It Yourself

If you’re curious, you can test your ability to judge AI decision-making with the Firmulate quiz. It features 242 real management decisions from the live experiment. Plus, enterprises can run their own simulations against their data—without risking their actual systems—via the Firmulate platform.

In managing real companies—like a food business in busy times—trust and thoroughness matter. The Firmulate experiment shows that AI models vary widely in discipline and insight, and understanding these differences could be the key to smarter, more honest AI-powered management.

Watch it live: firmulate.com/live · Full results: firmulate.com/benchmarks.html

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