Firmulate — Four AI Models Ran the Same Company Through Its Worst Week. Only Two Finished the Job.
Live on firmulate.com.

Imagine your favorite Bollywood hero facing a crisis—will they stay honest under pressure, or will they take shortcuts for a quick fix? Now, picture AI models in the same scenario, tasked with steering a small company through its most tumultuous week. The surprising truth? Not all AI heroes are created equal, and their ability to finish what they start might be the real blockbuster.

AI Models Take the Spotlight in a Real Business Showdown

In a groundbreaking experiment, four advanced AI models were put to the test, running the same small software company through its worst week—complete with customer crises, manipulation attempts, and high-stakes decisions. The goal? To see which AI could not only identify problems but also act with integrity and close a crucial €55,000 deal based on their own analysis.

This isn’t some Hollywood script; it’s a live, measurable experiment hosted by Firmulate. The models included industry frontrunners like gpt-5.6-sol, Kimi K3, Sonnet 5, and Fable 5, each with different strengths and training approaches. The results are revealing: all four models spotted every crisis and refused every manipulation attempt—showing a consistent moral backbone. But when it came to actually closing the deal, only two models succeeded in signing on the dotted line.

The Hidden Weaknesses That Decided the Outcome

The key difference wasn’t in diagnosis or resistance—it was in follow-through. The decisive factor lay buried two document references deep within the company’s files. Those models that read and understood the internal documents won the deal at full price, adding an extra €4,583 in monthly recurring revenue (MRR).

For example, the most thorough participant, Opus 4.8, with over eighty learned rules and deep analysis, left the deal unclosed—not because of dishonesty but due to discipline slipping, like failing to escalate rather than write into a locked department. Meanwhile, Kimi K3 demonstrated the best fairness, running without effort parameters and maintaining discipline, which helped it secure the contract.

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AI Builders: Making The Decisions That Turn AI Code Into Real Software

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What This Means for Your Business and AI Integration

This experiment cuts through the hype around AI chat demos, revealing a vital insight: performance isn’t just about language fluency or quick problem-solving. It’s about whether AI can follow through, read your files, resist manipulations, and ultimately, close real deals—especially when under pressure.

In the live company, which is real and losing money (burning €105k/month against €2.3k MRR), every decision is versioned and auditable, and the stakes are high. The AI models are tested against the same crises that any business faces, and the results are visible at firmulate.com/live.

Why the Hidden Factors Matter

The real challenge for AI isn’t just in recognizing problems—it’s in executing actions reliably. The models’ ability to stay disciplined, follow internal protocols, and complete the work they diagnose is what separates the good from the great. This is especially critical when dealing with real money and trust, as seen in the experiment where only two models managed to close their own analysis with a signature.

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AI Engineering: Building Applications with Foundation Models

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Takeaway: Trust the Finish Line, Not Just the Chat

For entertainment and pop culture fans, this might seem like a plot twist straight out of a tech thriller. But for business leaders, it’s a wake-up call: the true test of AI isn’t how well it chats or detects crises—it’s whether it can finish the job. The ability to stay honest, read your internal documents, and close deals is what ultimately makes AI a trustworthy partner in real-world applications.

Interested in seeing how your own company or enterprise could be tested? You can run the same wargame against your business with a read-only export, ensuring no real system is affected. Discover more at Firmulate.

Infographic — Four AI Models Ran the Same Company Through Its Worst Week. Only Two Finished the Job.
The findings at a glance — source: firmulate.com.

Watch it live: firmulate.com/live · Full results: firmulate.com/benchmarks.html

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