Imagine managing a small cleaning or floor care business where every decision could mean the difference between thriving and shutting down. Now, picture doing that with an AI workforce that’s transparent, accountable, and under constant public scrutiny. Welcome to a radical new way of understanding AI’s role in business, where you can actually see every move unfold in real time.
The Live Experiment: An Unprecedented View Into AI-Driven Business Management
At the forefront of AI experimentation, a company called Firmulate is running a real, live software company that has no human employees and is losing money every day. This isn’t fiction — it’s a fully functioning enterprise with 13 synthetic employees, making decisions, facing crises, and trying to stay afloat. The experiment is visible to anyone interested at firmulate.com/live.html.
How It Works
Each day, the company faces the same critical challenges: customer crises, negotiations, and temptations to cut corners. Four advanced AI models — including the latest GPT-5.6-sol — are tested against each other to see who manages best. Every decision they make is logged, versioned, and auditable, providing a transparent window into their reasoning and behavior.
The Results Are Eye-Opening
- All four models identified every crisis and refused manipulation attempts, demonstrating strong ethical boundaries. For example, when faced with a fake CEO message escalation or a reporter trick, every model refused to manipulate or bypass security checks.
- Despite these commonalities, only two models managed to close a crucial deal worth €55,000 — the same diagnosis and pitch, but only those that read deeply into the company’s files secured the full payment, adding over €4,583 to monthly recurring revenue (MRR).
- Interestingly, the key weakness was buried in documents, not in customer interactions. The models that read the company’s internal files thoroughly gained the edge in closing deals at full price.
What This Means for Business & AI
For managers in cleaning and floor care, the core takeaway isn’t just about automation but about trustworthiness. An AI that can effectively handle crises, read internal files, and resist manipulation has a better chance of delivering real results — not just sounding convincing in a demo.
Beyond the Demos: A Company That’s Still Fighting
The firm’s daily operations burn €105,000 against a modest €2,300 MRR, with a public cash countdown ticking down. It’s a stark reminder that even AI-managed businesses face survival challenges, and transparency is crucial. Every workday, the company’s decisions are versioned and public, giving anyone a chance to see how AI performs under real business pressures.
Deeper Insights: The Opus 4.8 Profile
The most thorough participant, Opus 4.8, analyzed over 80 learned rules and performed deep analyses but still left a deal on the table due to discipline lapses, such as failing to escalate issues appropriately. Such behaviors highlight that even the most advanced AI can struggle with discipline and process adherence in complex scenarios.
Measuring AI Performance in Business
Unlike chat demos, which often oversimplify AI capabilities, this experiment measures real-world decision-making, ethics, and persistence. The league table ranks models by their ability to close deals and remain disciplined, with GPT-5.6-sol leading at 95 points and the rest trailing closely behind.
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Why It Matters for Your Business
If your enterprise uses AI to manage customer relationships, support, or forecasting, it’s not enough for the AI to produce convincing text. The critical questions are: will it finish what it starts? Will it read and understand your internal documents? Will it stay honest under pressure? And what does each unit of useful work cost?
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Experience the Experiment Yourself
Curious to see how AI manages real business crises? You can watch the live company in action, explore decisions, and even test your own management skills through interactive quizzes at firmulate.com/quiz.html. For enterprise clients, a read-only export allows you to run your own business scenarios without risking your actual systems — see how your AI workforce might behave before deploying it in the wild.
Watch it live: firmulate.com/live · Full results: firmulate.com/benchmarks.html
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