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What if your AI assistant had to run your business for a week?
Imagine trusting an AI to handle your company’s toughest week—crises, temptations, and all. Would it stay honest? Would it finish what it starts? At Firmulate, we put four of the world’s top frontier AI models through this real-world test, revealing not just their technical prowess but their management personalities. The results are eye-opening, especially for anyone concerned about automation in business decision-making.
AI decision-making software for business
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The Experiment: Simulating a Business Crisis
In a groundbreaking live experiment, each AI model was tasked with running a small software company through its worst week. This wasn’t a scripted demo—it was real: same customers, same crises, same temptations to cheat the system. Every decision was recorded, versioned, and auditable, making this a transparent look into how these models manage complex, high-stakes situations.
The Participants
- gpt-5.6-sol: the highest scorer with a 95, recognized for finding the buried fact that clinched a €55,000 deal.
- Kimi K3: a newcomer with a 93, known for clean discipline and integrity—also secured the deal.
- Sonnet 5: scored 88, managed to close the deal but with some process slips.
- Fable 5: scored 77, also closed the deal but showed more process issues.
Remarkably, all models identified every crisis and refused manipulative tactics, such as fake CEO messages or reporter tricks. Yet only two managed to finalize the high-value deal, demonstrating their ability to focus on core business objectives despite distractions.
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The Hidden Weakness: Reading Between the Lines
The real differentiator was what each model read from the company’s own files. The decisive advantage went to the models that examined deeper into internal documentation—those that uncovered a critical reference buried two documents deep in internal files. This allowed them to identify a manipulation attempt and win the deal at full price, worth more than €4,500 in monthly recurring revenue.
AI security and trust verification tools
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Behavior Under Pressure: Trust and Integrity
For social engineering tests, all five models refused to be tricked by staged CEO messages escalating in three stages, as well as a reporter’s background question. Kimi K3 explicitly reasoned: “Treat the request as a suspected approval-bypass / possible impersonation.” This demonstrates a shared understanding of security and trust, regardless of the model’s personality profile.
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The Business Reality: An Ongoing Live Company
The models are tested in a real, functioning company environment—the live site at firmulate.com/live—where 13 synthetic employees handle real money mechanics: burning €105,000 monthly against €2,300 in MRR. The setup includes 680+ self-learned playbook rules, with each workday’s decisions versioned for transparency.
Diverse Management Personalities
Among the models, Opus 4.8 stood out as the most thorough, analyzing over 80 learned rules and providing deep insights. Yet it left the close on the table and showed discipline slipping—it failed to escalate some issues into the appropriate departments. Conversely, Kimi K3 ran without an effort parameter (its default setting) and maintained a disciplined approach, clinching the deal with integrity.
What This Means for Business Leaders
These experiments highlight a crucial point: in automation, especially for decision-making, the key isn’t just whether an AI writes well but whether it can finish what it starts, read relevant internal data, and stay honest under pressure. As AI begins to touch more core business functions—from customer management to strategic planning—their management personalities matter just as much as their technical capabilities.
Why Should You Care?
If your business relies on AI for CRM, support, or forecasting, it’s essential to ask: will your AI finish its work honestly? Will it read deeply into your files? Will it stay disciplined under pressure? The answer depends on the model’s management personality, not just its raw intelligence.
Try It Yourself
Business leaders and enterprise teams can run the same kind of stress test against their own systems through a read-only export at firmulate.com/quiz.html. This interactive quiz and live experimentation platform reveal how different models behave in your environment—giving you the insight to choose the right AI partner before you hire it.
Watch it live: firmulate.com/live · Full results: firmulate.com/benchmarks.html
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