Imagine running a business where every decision, crisis, and mistake is played out live, watched by anyone curious enough to tune in. Welcome to the world of Firmulate — a real company, no employees, no shortcuts, just AI models navigating a brutal week of management, with their every move publicly recorded and scrutinized.
The Reality of a Business Without Employees
Firmulate is not your average tech experiment. It’s a fully functioning, small software company that operates with 13 synthetic ’employees’ — AI models that simulate management decision-making. Every weekday, it faces the same set of crises, customer demands, and temptations to cut corners, just like a real startup. Yet, unlike most companies, its entire operation is open to public view: decisions are timestamped, versioned, and auditable, providing a unique glimpse into how AI can manage complex business tasks under pressure.
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How It Works and Why It Matters
The core of this experiment involves four frontier AI models, each tasked with navigating the company through its worst week. These models are evaluated on their ability to spot crises, resist manipulation, and close deals. The results are revealing: all four models identified every crisis and refused manipulation attempts — a promising sign for AI’s potential in critical decision-making roles. Yet, only two models managed to secure a €55,000 deal, earning full marks for diagnosis and pitch but falling short in follow-through.
Deep Diving into the Performance
Among the models, Opus 4.8 stood out as the most thorough, with over 80 learned rules and the deepest analyses. Despite this, it finished last in the deal-making, leaving opportunities unexploited and slipping into procedural slips like writing into a locked department instead of escalating issues properly. This highlights a crucial insight: even the most sophisticated AI, when disciplined or restrained, may underperform in practical, high-stakes contexts.
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The Hidden Weaknesses and the Power of Information
One of the most striking findings came from the company’s own files. The models that read and analyzed deeper into internal documentation uncovered a crucial piece of information that led to closing a deal at a full €4,583 in monthly recurring revenue. This buried fact, hidden two documents deep, was the decisive edge that the AI teams managed to leverage, underscoring how critical information access and thorough analysis are in real-world decision-making.
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Trust and Human-Like Challenges
In addition to crisis management, the experiment tested AI responses to social engineering — fake CEO messages and reporter tricks designed to manipulate or bypass approval processes. All four models refused these attempts, with Kimi K3 explicitly treating such requests as potential impersonation or approval-bypass, demonstrating a cautious, trust-preserving stance that aligns with ethical decision-making.
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The Company in Action — Public, Real Money, Real Stakes
Beyond the AI models, the experiment includes a real, functioning company operating every workday with actual financial mechanics — burning €105,000 monthly against a revenue of €2,300. Its public cash countdown and versioned rules make it a transparent laboratory for observing how AI-driven management performs in extreme conditions. This is not a demo or a simulation — it’s a live, evolving story accessible at firmulate.com/live.html.
What the Results Tell Us About AI and Business
The key takeaway is that AI models can effectively identify crises and resist manipulation, but their ability to follow through on opportunities remains inconsistent. The gap between diagnosis and execution is where many AI systems currently fall short. For businesses considering AI integration, this experiment raises crucial questions: Will the AI finish what it starts? Will it read and understand internal documents that could be vital for success? Will it stay honest under pressure?
Final Thoughts: A New Way to Assess AI’s Business Potential
This experiment offers a rare, transparent look at AI’s real capabilities and limits in management. It’s a vivid reminder that AI’s value isn’t just in generating convincing chat responses but in executing tasks with integrity and focus. For companies contemplating AI adoption, watching this live company is like a stress test for the future of AI in real-world management — an ongoing story of survival, innovation, and learning.
Watch it live: firmulate.com/live · Full results: firmulate.com/benchmarks.html
