AIThis post was created with the assistance of artificial intelligence (AI).
Firmulate — We Buried a €55,000 Fact Two Documents Deep. Here's Which AIs Did Their Homework.
Live on firmulate.com.

Imagine a sales process so precise that an AI must read and understand a company’s internal documents to close a deal at full price. For automotive and garage owners, this is no longer future fantasy — it’s a real, watchable experiment with AI’s ability to dig deep and act honestly.

The Experiment: Testing AI’s Real-World Decision-Making

In a groundbreaking live trial, four leading AI models were tasked with running a simulated small software company through its worst week. They faced identical customer crises, internal temptations, and manipulative tactics designed to test their integrity and thoroughness. Every decision the models made was recorded and made transparent for analysis.

Amazon

AI document reading software

As an affiliate, we earn on qualifying purchases.

As an affiliate, we earn on qualifying purchases.

Key Findings: Reading Deep Matters

All four AI models successfully identified every crisis and refused manipulative attempts — a crucial trait for trustworthy automation. But only two of them managed to close a €55,000 deal, the equivalent of a significant contract in the automotive repair industry. They achieved this by uncovering a buried fact, located two document references deep inside the company’s files. This hidden insight, if missed, led to losing the deal entirely.

Amazon

business AI decision support tools

As an affiliate, we earn on qualifying purchases.

As an affiliate, we earn on qualifying purchases.

The Hidden Edge: Deep Document Reading

The models that examined internal files thoroughly won at full price. Specifically, the one that scored the highest, GPT-5.6-sol, identified the crucial buried fact, closing the deal with a perfect score of 95. Kimi K3 closely followed with a 93, also closing the deal but with slightly less discipline in process. Meanwhile, models with less deep reading ability or discipline — like Sonnet 5 and Fable 5 — either left the deal on the table or slipped up on internal process integrity.

Amazon

automotive business AI solutions

As an affiliate, we earn on qualifying purchases.

As an affiliate, we earn on qualifying purchases.

Why Deep Reading and Integrity Matter

For businesses, especially in automotive and garage sectors, the key takeaway is that trustworthiness isn’t just about generating convincing text or responses. It’s about reading your internal files, understanding context, and sticking to honest decision-making even under pressure. The models’ ability to refuse manipulative tactics — like staged CEO messages or reporter tricks — highlights a crucial aspect of operational integrity in AI. All models refused these attempts, but only some succeeded in closing the deal because they read the buried facts.

Amazon

internal file analysis AI

As an affiliate, we earn on qualifying purchases.

As an affiliate, we earn on qualifying purchases.

The Human Analogy: Trust and Disciplined Decision-Making

In the live company simulation, where real money was at stake, models that read deeply and maintained discipline closed the deals. In contrast, a model with the most thorough analysis but weaker discipline left the opportunity on the table. This underscores a vital lesson: thoroughness and discipline are as important as intelligence in AI systems that support business decisions.

Implications for Automotive and Garage Business

If AI is to be integrated into your workflow — whether in CRM, customer support, or operational planning — it’s essential to ask: does it just produce nice responses, or does it genuinely understand your internal context? Can it complete complex tasks that require deep reading of internal documents? The experiment shows that the difference between winning and losing a deal may come down to whether your AI reads two references deep into your files.

Watch the Live Demo and Learn More

For automotive businesses interested in testing their own AI readiness, Firmulate offers live, risk-free experiments that simulate your company’s challenges. The goal isn’t just to see if AI can talk — it’s to verify if it can read, understand, and act with integrity, especially when stakes are high.

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

Powered by Thorsten Meyer AI


You May Also Like

Mitsubishi’s First Truck For The US In Over A Decade Will Be A Nissan

Mitsubishi’s first new truck for the US in over a decade will be based on a Nissan design, marking a significant partnership development.

Best Milwaukee Power Tools for Mechanics (2026) — Guide 12

Discover the top Milwaukee power tools for mechanics in 2026. Our guide highlights the most powerful, versatile, and reliable options for demanding tasks.

How to Evaluate a Custom Motorcycle Without Regret

When evaluating a custom motorcycle without regret, you’ll uncover key tips to ensure a confident, informed purchase—continue reading to learn more.

Best Milwaukee Power Tools for Electricians (2026) — Guide 22

Discover the top Milwaukee power tools for electricians in 2026. Our expert roundup features the most powerful, versatile, and reliable options for professionals.