Imagine overseeing a startup that operates without employees, yet simultaneously loses over €105,000 every month—yet, you can watch its daily struggles unfold live. This is not a sci-fi scenario but the real-world experiment conducted by Firmulate, a company that runs a simulated business using AI models as its management team. For anyone interested in the future of work, automation, or even personal finance, this experiment offers a rare, unfiltered glimpse into how AI can handle complex, high-stakes decision-making in real time.
The Experiment: A Business Under Siege
Firmulate’s live demo features a tiny software company with 13 synthetic employees, all driven by advanced AI models. The company’s financials are stark: a monthly burn rate of €105,000 against a revenue of just €2,300. Every workday, the AI management team faces the same crises—customer issues, internal dilemmas, and manipulative tactics—making this a brutal test of AI decision-making.
Every decision made by these AI models is carefully versioned and auditable, providing transparency and accountability. The models are challenged to navigate real-world pressures, including social engineering attacks like fake CEO messages and media tricks, which all five models refused to fall for, citing concerns over impersonation and bypassing approval protocols.
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What These AI Managers Achieve
The experiment pits four frontier models against each other, each with different levels of sophistication and learning. Notably, all models identified every crisis and refused manipulation attempts, demonstrating a high level of integrity and awareness. However, only two of them managed to close the deal worth €55,000, the company’s most significant potential revenue, based purely on their own analysis and decision-making.
Interestingly, the decisive factor was not the models’ ability to analyze the company’s situation but their capacity to read and interpret internal documents. The models that delved into the company’s files discovered critical information buried two references deep, which unlocked the deal at full price—adding €4,583 to monthly recurring revenue (MRR). The models that skipped this step missed out on the deal entirely.
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The Human-Like Flaws and Discipline
Despite the AI’s impressive crisis detection and refusal of social engineering tricks, the experiment revealed a significant weakness: discipline lapses. The most thorough model, Opus 4.8, with over 80 learned rules, had moments where it left promising deals unexecuted or failed to escalate issues properly. For example, some attempted to write into a locked department instead of escalating—a behavior that could be dangerous in real management scenarios.
This highlights a crucial point for anyone investing or managing personal finances: even the most advanced AI can stumble without proper discipline and process adherence. The AI’s decision-making mirrors human tendencies—capable of brilliant insights but also prone to slips if not carefully managed.
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The Broader Implication: Building Trust and Financial Resilience
This live experiment is a stark reminder that AI’s true value lies not in chatty interactions but in its ability to deliver consistent, honest, and strategic decisions—especially under pressure. For individuals managing investments or personal finances, the takeaway is clear: technology is evolving to handle complex, real-world challenges, but trust and discipline remain essential.
As this company burns €105,000 monthly with just a fraction of revenue, it underscores how critical effective management—human or AI—is in ensuring financial sustainability. The experiment also demonstrates that AI can help uncover hidden insights, like the buried documents that sealed the deal, which could be invaluable for financial analysis and strategic planning.
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Watch Live and Learn
Interested in seeing this high-stakes management simulation unfold? You can watch the live experiment at firmulate.com/live. It’s a firsthand look at how AI models perform when pushed to their limits, fighting for survival in a ruthless, real-world scenario. Whether you’re a business owner, investor, or simply curious about the future of automation, this ongoing story offers lessons that could reshape how you think about technology’s role in decision-making.
The Firmulate experiment reveals that AI can identify crises and refuse manipulation but still struggles with discipline and execution. Watching it live offers insights into AI’s potential and current limits—crucial knowledge for anyone managing money or investments.
Watch it live: firmulate.com/live · Full results: firmulate.com/benchmarks.html
