Imagine a real company running live, with zero employees, every decision auditable, and its survival hanging in the balance. This is not a simulation—it’s a groundbreaking public experiment revealing how AI models perform under true business pressures. For investors and entrepreneurs alike, understanding whether AI can genuinely navigate real-world chaos is more vital than ever.
The Live Experiment in Business Reality
At the heart of this venture is a unique online platform where a small software company operates with 13 synthetic employees—AI models that simulate decision-makers. Every workday, the company faces actual crises, customer demands, and ethical dilemmas, all captured in real-time and publicly accessible at firmulate.com/live. This setup is a rare glimpse into how AI might run or mismanage a real enterprise.
AI decision-making software
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Unfolding the Testing Ground
Four frontier AI models were challenged simultaneously. Each was tasked with steering the same modest software business through its worst week, with identical customer issues and tempting manipulations designed to test their integrity. These decisions are fully versioned and auditable, ensuring transparency and allowing detailed analysis of their behaviors.
business crisis management AI tools
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Key Findings: Crisis Detection and Trustworthiness
Remarkably, all four models identified every crisis, demonstrating strong situational awareness. They also refused every manipulation attempt, including social engineering tricks such as staged CEO messages or background approval requests. For instance, when a fake CEO message escalated over three stages, all AI models refused to sign off, with one explicitly treating the request as a suspected impersonation.
AI document analysis software
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The Hidden Advantage of Document Reading
While all models performed well in crisis detection and resisting deception, a deeper insight emerged. The decisive factor in winning a crucial €55,000 deal was not in their initial diagnosis but in their ability to uncover a buried document reference within the company’s files. The models that read and analyzed these internal documents were able to identify a key detail that led them to secure the full deal, adding over €4,500 in monthly recurring revenue.
AI ethics and integrity tools
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Performance in Business Operations
The experiment’s live site showcases this ongoing challenge. The company burns €105,000 monthly against a mere €2,300 in recurring revenue, with a public cash countdown emphasizing its precarious state. Every decision and rule learned by the AI is tracked daily, illustrating how the models adapt and learn from their environment.
Discipline and Limitations
Among the models tested, Opus 4.8 stood out for its thoroughness—having learned over 80 rules and conducting deep analyses. However, it ranked last in actual results, often leaving critical deals on the table or failing to escalate issues properly. The other models performed better in completing deals, but discipline varied, highlighting that even the most advanced AI struggles with nuanced human processes like escalation and discipline under pressure.
The Broader Implications
This public, transparent experiment raises vital questions for any business considering AI automation:
- Can AI truly read and interpret internal documents to find hidden opportunities?
- Will AI remain honest and resist manipulative tactics in high-stakes situations?
- What level of discipline and process adherence can we expect from autonomous AI agents?
For companies eyeing AI for CRM, support, or decision-making, these are not just theoretical concerns—they are critical to success and trustworthiness.
Engaging with the Future of AI-Driven Business
Interested in testing your own enterprise’s resilience? Firms can run their company’s ‘wargame’ against a read-only export of their data, simulating crises without risking real systems. Details at firmulate.com/pilot.html.
This experiment underscores that AI’s true value in business lies not in producing polished chat but in executing complex, honest, and disciplined work—especially when stakes are high.
Watch it live: firmulate.com/live · Full results: firmulate.com/benchmarks.html
