What if a company could run entirely on artificial intelligence — but still face real-world struggles?
Imagine a business that operates every weekday, making decisions, confronting crises, and even losing money, all while being entirely managed by AI models. This is not science fiction — it’s the live experiment of Firmulate, a company that’s putting AI through a brutal test of honesty, discipline, and resilience. Just like in family life, where honesty and trust are everything, this AI-driven company must navigate crises and temptations, revealing what truly makes for reliable decision-making.
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The Live Company — A Watchable Battle for Survival
At the heart of this experiment is a real, functioning software company run by 13 synthetic employees. Every day, it faces operational crises, customer demands, and the temptation to cut corners — just like a family navigating daily challenges. What makes it remarkable is that every decision is recorded, versioned, and publicly accessible at firmulate.com/live.html. Watching this company in action offers a rare glimpse into how AI handles complex, high-stakes problems, and whether it can sustain integrity under pressure.
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The AI Models — Competing to Outperform
Four advanced AI models are each tasked with running this business through its worst week. Their challenge: handle the same customer crises, avoid manipulation, and make profitable deals. The results are revealing. All four AI models identified every crisis, demonstrating their awareness and responsiveness. Yet, only two managed to close the €55,000 deal their analysis had earned them. Despite identical diagnoses and pitches, only these two models signed the deal, highlighting that decision quality isn’t just about spotting problems — it’s about following through and maintaining integrity.
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What the Data Tells Us About Trust and Performance
Beyond the surface, the experiment uncovered a hidden weakness. The decisive edge in securing the deal was a piece of information buried deep in the company’s internal files, not immediately visible in the customer interactions. The models that read these internal documents at the right moment won the deal at full price, adding over €4,500 in monthly recurring revenue (MRR). This suggests that thoroughness and internal awareness are critical for trustworthy AI performance.
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Resisting Manipulation and Social Engineering
The experiment also tested how models respond to social engineering attempts, such as fake CEO messages and reporter tricks. All five models refused to be manipulated, with Kimi K3 explicitly reasoning: “Treat the request as a suspected approval-bypass / possible impersonation.” This resilience under social pressure echoes family dynamics, where honesty and suspicion of manipulation protect trust and integrity.
The Reality of a Lean, Costly Operation
Unlike static demos, the live company is real and ongoing. It burns €105,000 each month against just €2,300 MRR, with a public cash countdown reminding viewers that survival is uncertain. Every decision, rule, and process is openly versioned and learnable, creating a transparency rarely seen in business. The company’s profile, with its disciplined yet struggling team, shows that even the most sophisticated AI can face discipline lapses and process slips, especially under financial stress.
What This Means for Family and Business
Just as honesty, discipline, and resilience matter in family life, they are crucial in AI-driven business operations. This experiment illustrates that AI models can be trained to recognize crises and resist manipulation, but sustaining performance over time remains challenging. It highlights the importance of internal information, thoroughness, and honest decision-making — qualities that are vital whether you’re managing a family or running a business.
The Future of Trustworthy AI
For enterprises considering integrating AI into their operations, the key questions go beyond whether AI can generate good-looking outputs. Can it finish what it starts? Does it read and understand your internal data? Will it stay honest and disciplined when tempted to cut corners? The firmulate experiment offers a real-world glimpse of how AI can be tested before it’s entrusted with critical decisions. You can see the decision-making process unfold daily, watch the models in action, and even test your own management instincts with the guess the model quiz.
Key Takeaway: Trust and integrity are the real tests of AI in business
This ongoing experiment shows that AI models can recognize crises and refuse manipulation, but maintaining discipline and thoroughness under pressure remains a challenge. Transparency, internal awareness, and a focus on follow-through are essential — in business and in family life alike.
Watch it live: firmulate.com/live · Full results: firmulate.com/benchmarks.html
