Ever wondered if AI can truly handle complex business decisions under pressure? Imagine a smart home assistant that not only follows commands but also navigates crises with integrity. Now, picture AI models running a real software company through its toughest week — and you can watch it happen live. Welcome to the frontier of AI management testing, where decisions aren’t scripted, and honesty is put to the test.
The Experiment: Putting AI to the Business Test
At the heart of this groundbreaking test is a live, operational software company facing its worst week yet. The company, which manages real money mechanics and daily cash flow, is run by four different AI models, each representing a different style of management. These models are not just chatbots—they are decision-makers tasked with navigating crises, customer demands, and ethical dilemmas, all in real time.
This is no staged simulation. Every crisis, customer interaction, and temptation to cut corners is identical across all models. The purpose? To observe how each AI handles management challenges, whether it reads critical information deep in internal files, and if it maintains honesty under pressure. Every decision is versioned and auditable, providing transparent insight into their reasoning processes.
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Key Findings: The Models’ Performance Revealed
- All four models identified and responded to every crisis. They refused manipulative tactics, such as fake CEO messages or attempts to bypass approval layers, with consistent reasoning. For example, Kimi K3 explicitly flagged impersonation risks, showcasing a cautious approach.
- Only two models managed to close the deal worth €55,000. Interestingly, despite similar diagnoses and pitches, only those two models signed the deal following their analyses. The others left the opportunity on the table, highlighting differences in discipline and decision-making style.
- The buried fact in internal documents was the decisive factor. Models that delved into the company’s own files, two document layers deep, discovered critical information. These insights led them to win the full deal, adding an estimated +€4,583 MRR (monthly recurring revenue).
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Personality and Management Styles in AI
The experiment also shed light on management personalities embedded in the models. For instance, Opus 4.8, the most thorough participant with over 80 learned rules, performed well but ultimately failed to close the deal. Its cautious and detailed approach led to leaving the opportunity unclaimed, demonstrating that even deep analysis can sometimes hinder decisive action.
Meanwhile, Kimi K3 ran without an effort parameter—meaning it processed decisions at a default, moderate level—yet it maintained the clearest discipline and successfully signed the deal. This underscores how different operational settings influence AI behavior in high-stakes management.
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Implications for Business and AI Integration
This experiment is more than a fun tech demo. It provides a window into how AI might soon become a core part of business decision-making. The key takeaway? It’s not just about how well an AI writes or communicates. It’s whether it can stay honest when it matters most, read the critical hidden information, and follow through with trusted action.
For companies deploying AI in CRM, support, or forecasting, this raises a vital question: does the AI finish what it starts? Does it read your internal files thoroughly? And most importantly, will it stay true to your organization’s ethics under pressure?
AI for CRM and business forecasting
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Watch the Live Company in Action
Every weekday, at firmulate.com/live, you can observe this real software company navigating its toughest week yet, powered by AI models. You can see how it handles crises, reads internal documents, and makes decisions—transparent, auditable, and real.
Furthermore, businesses can run their own version of this wargame against a read-only export of their operations at firmulate.com/pilot.html. This allows organizations to test their AI’s management style and decision quality without risking actual systems or data.
This live experiment reveals that the true measure of AI in management isn’t just in chat quality but in its ability to finish tasks honestly and read the right internal information. Watch the AI companies of tomorrow manage your business today, with transparency and real stakes at play.
Watch it live: firmulate.com/live · Full results: firmulate.com/benchmarks.html
