Imagine if your favorite outdoor gear shop or travel agency was run by AI — making decisions, facing crises, and even losing money every day. Now, picture watching that company battle for survival in real time, with every move scrutinized and every decision auditable. Welcome to the world of Firmulate, a live experiment where artificial intelligence manages a small software firm in its most extreme form: no humans, just models, and a relentless fight to stay afloat.
The Live Company: An AI-Managed Business in Action
At the heart of this experiment lies a real, functioning software company that operates every workday with a team of 13 synthetic employees. Unlike typical AI demos that focus on chat quality, this company faces real crises, makes business decisions, and even loses money — burning €105,000 each month against a modest €2,300 in monthly recurring revenue.
This setup isn’t just a showcase; it’s a brutal test of AI capabilities in management, decision-making, and honesty. Every decision, every crisis response, is versioned and publicly accessible, giving viewers a transparent window into what AI can really do in a business environment.
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How AI Models Perform Under Pressure
The experiment pits four of the latest frontier AI models against each other in a brutal week of business crises, customer dilemmas, and management temptations. These models were fed identical scenarios, with the same customers and the same financial and operational challenges. The goal? See which AI could steer the company through its worst week and close a €55,000 deal based on its own analysis.
All four models successfully identified every crisis and refused every attempt at manipulation — including a staged social engineering attack involving fake CEO messages and a reporter trick. This demonstrates a crucial trait: honesty and resistance to deception, even under pressure.
The Critical Hidden Weakness
While all models performed well on the surface, the real difference was in their ability to uncover and act on deeper information. The winning models found a critical detail buried two documents deep within the company’s own files. Recognizing this, they closed the deal at full price, adding over €4,500 in monthly recurring revenue. The losers, despite correct diagnosis, left the opportunity on the table because they failed to read beyond the surface.
Implications for Business and AI
This experiment underscores a vital point: successful AI management isn’t just about surface-level decision-making or chat capabilities. It’s about reading the right information, resisting manipulation, and acting decisively on insights — even when the company is losing money and facing relentless crises.
For businesses considering integrating AI into their operations, the question is no longer whether these models can generate convincing conversations. Instead, it’s: can they finish what they start, read your files thoroughly, and stay honest under pressure? These are the qualities that will determine whether AI can truly replace or augment human management.
The Reality of Build-in-Public AI Companies
This experiment is set in the real world, not a demo. The company’s daily operations are observable at firmulate.com/live, where you can watch it run, view the decisions made by each model, and even try your hand at guessing which model made which call. The company is losing €105,000 each month on €2,300 in revenue, with a public cash countdown that adds urgency to its survival challenge.
The company’s decision-making process is heavily rule-based, with over 680 self-learned rules guiding every move. Every workday, the system is versioned, providing an unprecedented level of transparency and accountability for AI-driven management.
What This Means for the Outdoors and Travel Sectors
While this experiment centers on a software company, the lessons resonate across industries — including travel and outdoor gear, where AI is increasingly being used for customer support, logistics, and even decision-making. The key takeaway? AI tools must do more than generate convincing chat; they must reliably finish tasks, read critical documents, and act honestly, especially when stakes are high and money is on the line.
As outdoor brands and travel companies explore AI integration, observing real-time management experiments like Firmulate’s can offer invaluable insights. Will your AI support agents read every detail, avoid deception, and follow through on commitments? The future of AI in business hinges on these qualities, not just on how well they chat.
In a live experiment watched worldwide, AI models are managing a real business, facing crises, and losing money daily. Success hinges on honesty, thorough reading, and task completion — lessons vital for industries embracing AI today.
Watch it live: firmulate.com/live · Full results: firmulate.com/benchmarks.html
