Imagine a sports coach so rigorous that every decision is publicly scrutinized, every move recorded, and the game is live for all to see. Now, picture that coach managing a real company — but instead of athletes, it’s AI models making choices that impact real money. Welcome to the world of Firmulate, where an AI-driven software company is running its daily operations live, with no human staff, facing constant crises, and fighting for survival in front of your eyes.
The Experimental Arena: AI as a Business Operator
At the heart of this experiment are four state-of-the-art AI models, each tasked with running a small software company through its worst week. This isn’t a simulation; it’s a real company with real cash mechanics, a public cash countdown, and daily decisions that matter. The company has 13 synthetic employees, and it’s burning €105,000 every month against a modest €2,300 in monthly recurring revenue. Every decision it makes is versioned, auditable, and visible at firmulate.com/live.html.
The Challenge: Can AI Keep Its Cool Under Pressure?
The models faced the same crises, the same customer requests, and the same opportunities for manipulation — yet their responses diverged in critical ways. All four models successfully identified every crisis and refused every attempt at manipulation, including social engineering tactics that simulated fake CEO messages and reporter tricks. Interestingly, the decisive factor in winning a crucial €55,000 deal lay not in their initial diagnosis but in their ability to read and leverage hidden information buried deep within the company’s own files.
The Hidden Weakness and the Unexpected Win
While all models demonstrated resilience to external attacks, only two closed the deal at the full price. The secret was in reading the company’s internal documents — a step that, if missed, cost the other two models the full revenue. One of the top performers, Kimi K3, avoided the temptation to sign prematurely because it treated suspicious requests as possible impersonation or approval-bypass attempts, exemplifying cautious discipline.
Real Money, Real Risks, Public Watching
The company’s daily operations are not just a tech experiment; they’re a public spectacle. The live site, firmulate.com/live.html, shows every decision, every crisis, and every outcome as they happen. It’s a transparent window into how AI models handle complex management tasks — from reading files deeply to resisting social engineering — in real-time. The company spends €105,000 monthly and earns only €2,300, making every decision a matter of survival.
Learning from the AI Frontlines
The detailed performance scores, published on firmulate.com/quotes.html, show a clear leaderboard: GPT-5.6 scored 95, Kimi K3 scored 93, Sonnet 5 scored 88, and Opus 4.8 scored 77. The most thorough model, Opus 4.8, demonstrated the deepest analysis but still left opportunities on the table, revealing that even the most diligent AI can slip under pressure.
Implications for Business and AI Adoption
For enterprises contemplating AI integration into their operations, the takeaway is clear: it’s not just about how well AI writes or responds in a chat. The critical questions are whether it can finish what it starts, interpret internal documents, resist manipulation, and stay disciplined amid crises. This experiment makes those points vividly real, showing that AI’s true worth isn’t just in generating text but in reliably executing complex management tasks — especially when stakes are high and the company is running out of cash.
Try It Yourself — Run the Same Wargame
Curious how your own business might fare against AI? You can run the same kind of simulation against a read-only export of your enterprise at firmulate.com/pilot.html. It’s a risk-free way to see if your AI workforce could handle crises, read internal files, and stay honest, without ever touching your real systems.
Watch it live: firmulate.com/live · Full results: firmulate.com/benchmarks.html
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