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Firmulate — We Buried a €55,000 Fact Two Documents Deep. Here's Which AIs Did Their Homework.
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Imagine an AI that doesn’t just chat but actually reads your files before making decisions. In a recent live experiment, AI models faced a small software company’s worst week — with real money, real crises, and real temptations. The result? Only the AI that truly ‘read’ the company’s own documents was able to close the €55,000 deal at full price. This reveals a critical insight for any garage owner or auto shop considering AI: it’s not just about how well AI can talk; it’s about whether it can read, understand, and trust your internal data.

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The Live Experiment: Testing AI’s Business Acumen

In a groundbreaking live test, four advanced AI models were tasked with managing the worst week of a small software company. The scenario involved managing customer crises, navigating social engineering attempts, and making decisions that impacted revenue and trust. This wasn’t a simple chat demo — every decision was versioned and auditable, simulating real-world business operations.

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Key Findings: The Truth in the Files

All four models successfully identified and responded to every crisis, refusing manipulation attempts designed to trick them. But only two of the AI models managed to close the key €55,000 deal — essentially winning a critical business advantage. The secret? The decisive information was buried two references deep inside the company’s own files, not apparent in the initial customer interactions.

The models that **read the files thoroughly** and incorporated the deeper data into their analysis were the winners. They demonstrated a crucial ability: understanding the full context before acting. Conversely, the models that didn’t dig deep missed the key insights, leaving the deal on the table — despite identical diagnoses and pitches.

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The Significance for Your Garage or Business

This experiment underscores a vital point for automotive and garage operations considering AI: it’s not enough for an AI to generate decent chatter or surface-level responses. The real edge comes from an AI’s ability to **read and understand your internal data, files, and historic records** before making decisions or recommendations.

For garages, this means that integrating AI into your customer management, parts inventory, or service workflows should prioritize systems that can access and analyze your own business documents. Whether it’s warranty histories, supplier contracts, or customer service notes, the AI’s capacity to process this information can be the difference between winning or losing a deal, or even losing trust.

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Beyond the Deal: Trust and Integrity in AI

During the experiment, all models refused social engineering tricks—fake CEO messages and reporter tricks—showing they understood the importance of honesty and security. The AI’s ability to stay disciplined under pressure further emphasizes the importance of trustworthy AI systems in high-stakes environments.

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The Broader Picture: What This Means for AI Adoption

In a live, transparent environment, the best-performing model was GPT-5.6-sol, which scored 95 out of 100 and successfully closed the deal. Kimi K3, a newcomer, scored just slightly below at 93 but showed the cleanest discipline. The other models, despite similar diagnostic abilities, failed to close the deal due to less thorough internal processing.

For automotive businesses and garages, this means that the AI you choose should not just be evaluated on chatter or superficial performance. Instead, look for systems that can perform deep reading of your internal data — your ‘files’ — before acting. This capability is what transforms an AI from a good chatbot to a true business partner capable of trust and decisive action.

Practical Next Steps

  • Run your own business scenarios through an AI wargame, using tools like the Firmulate platform, to see if it reads and understands your internal data.
  • Prioritize AI solutions that can access, analyze, and incorporate your internal documents into their decision-making process.
  • Remember, the value isn’t just in how well an AI chats — it’s in its ability to finish what it starts, stay honest under pressure, and leverage your internal knowledge to close deals or resolve issues.

In the automotive world, where trust and precise knowledge are everything, the ability of AI to read your internal files could be the decisive factor in winning customer loyalty and business growth.

Infographic — We Buried a €55,000 Fact Two Documents Deep. Here's Which AIs Did Their Homework.
The findings at a glance — source: firmulate.com.

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

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