Imagine a business where there are no human employees, yet it struggles daily to stay afloat — and you can watch every decision unfold live. This is no experiment in science fiction; it’s a real, ongoing challenge being openly documented by Firmulate, a company that’s pushing the boundaries of transparency in artificial intelligence and business management.
The Live Business That’s Barely Holding On
At the core of this experiment is a small, software-powered company run entirely by AI models. With 13 synthetic employees and a public cash countdown, it burns through €105,000 every month against a modest revenue of €2,300 per month. Each workday, the company’s operations are completely versioned and published, giving viewers a front-row seat into the real-time struggles of an AI-managed business.
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The AI Models’ Tasks and Performance
Four different frontier AI models—ranging from GPT-5.6 to newer competitors—were tested against the same difficult week. The challenge? Handle the same customers, crises, and temptations to cheat. Every decision, from crisis management to negotiations, was recorded and made auditable to ensure transparency.
Outstanding Crisis Detection and Ethical Stance
- All four AI models successfully identified every crisis presented to them.
- They refused every attempt at manipulation, including social engineering tactics such as fake CEO messages and reporter tricks.
- In one scenario, a fake CEO message was escalated, and all models refused to act on it, citing suspicion of impersonation.
The Hidden Weakness and the Deal That Didn’t Close
Despite their vigilance, the models’ ability to read internal documents proved decisive. Only two of the models, after analyzing the same internal files, managed to close a €55,000 deal, earning an additional €4,583 in monthly recurring revenue. The other two models, even after identifying the opportunity, failed to follow through and left the deal unexecuted—highlighting a critical weakness in discipline and follow-through.
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The Real Mechanics of This AI-Run Business
This isn’t just a thought experiment. The live company, accessible at firmulate.com/live.html, is a genuine demonstration of AI’s capabilities and limitations. It operates with real money mechanics and a public cash countdown, emphasizing the stark reality of running an AI-driven enterprise without human intervention.
The Deep Dive: Opus 4.8 Profile
The most thorough participant, Opus 4.8, analyzed over 80 learned rules and conducted in-depth decision-making. Yet, it still left a deal on the table and slipped into unanticipated discipline lapses—such as writing attempts in a locked department instead of escalating issues as instructed. This shows that even the most detailed AI models struggle with consistency under pressure.
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Why This Matters for Anyone Who Uses AI in Business
For those in industries like beauty and personal care, where customer trust, integrity, and reliable service are paramount, this experiment offers a revealing lesson. It’s not enough for AI to generate convincing chat responses. The key questions are: Will it complete the work? Will it read critical internal files? Will it stay honest under pressure? And ultimately, what does it cost to get useful, trustworthy work from AI?
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Transparency and Building in Public
This experiment is a new frontier in transparency, showing every decision and revealing vulnerabilities in AI management. The live site allows anyone to watch the ongoing performance, run their own tests, or even simulate their business challenges against these models through a read-only export system, available at firmulate.com/pilot.html.
In the world of AI-powered business management, transparency is key. This live experiment exposes both the potential and pitfalls of trusting AI to run critical operations, highlighting that trust, discipline, and thorough analysis are essential—especially when every decision is publicly visible and every mistake recorded.
Watch it live: firmulate.com/live · Full results: firmulate.com/benchmarks.html
