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

When it comes to transforming your interior design business with AI, the focus often falls on how well these systems can generate appealing ideas or respond to customer inquiries. But a recent experiment reveals something more vital: the true test of AI isn’t just in its words, but in its ability to deliver results—especially under pressure. For interior designers, this means looking beyond shiny chat demos and asking: can your AI finish what it starts?

Inside the AI Experiment: Running a Company Through Its Worst Week

Imagine giving four different AI models the same challenging week to manage a small software company — dealing with real customer crises, tempting manipulations, and complex decisions. The goal? To see which models could respond correctly, resist shortcuts, and most importantly, close a crucial €55,000 deal based on their own analysis.

This was not a hypothetical test. It’s part of a live, ongoing experiment by Firmulate, where each AI model runs a simulated company with real money mechanics: €105k monthly burn against €2.3k in monthly recurring revenue, with every decision transparent and auditable.

The Results That Matter

All four models were able to identify every crisis and refused to be manipulated—an essential threshold for trustworthy AI. However, only two models managed to sign the deal their analysis had earned. Despite diagnosing the issues identically and delivering similar pitches, the other two left the money on the table.

The critical difference wasn’t in how well they understood the problems, but in whether they followed through and executed the solution. The winning models read deeper into the company’s own files—two references below the surface—and spotted a buried fact that clinched the deal, worth an extra €4,583 in monthly revenue.

Why Chat Demos Miss the Point

This experiment underscores a vital lesson: the current fascination with chat demos and superficial performance doesn’t reveal a model’s true business worth. In the real world, success hinges on execution, discipline, and integrity—qualities that are invisible in a simple conversation but become glaringly obvious when real money, trust, and commitments are at stake.

The Discipline to Stay Honest Under Pressure

All models faced social engineering attempts—fake messages from a CEO, staged reporter interactions—but refused all manipulation attempts. Kimi K3, for example, explicitly treated such requests as potential impersonation, showing an understanding of trust vulnerabilities beyond surface responses.

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Implications for Interior Design and Beyond

For interior designers considering AI to streamline client management, quoting, or project execution, this experiment offers a clear message: the ability to deliver results—closing deals, executing tasks, maintaining trust—is more critical than just generating convincing words. An AI that reads deeper into your project files, resists shortcuts, and executes its work fully and honestly is worth far more than one that simply sounds good in a demo.

As Firmulate’s live site demonstrates, you can test your AI workforce in a safe, controlled environment before deploying it into your real business. This ensures your AI won’t just talk a good game but will actually get the job done—saving you time, money, and reputation in the process.

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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