Get baking supplies delivered free with Prime
- Fast, free delivery on millions of items
- Prime Video, Amazon Music and more included
- Member-only deals all year
What Ice Cream Shops and AI Models Have in Common
Imagine your favorite ice cream parlor suddenly facing a crisis: a supply chain disruption, a health inspector visit, or a social media scandal. You’d want to test your backup plans, right? Now, think bigger — what if you could run a simulation of your entire business, with AI acting as your virtual team? That’s exactly what firms like Firmulate are doing, but for enterprises instead of ice cream shops.
As an affiliate, we earn on qualifying purchases.
Wargaming Your Business Before the AI Takes Over
In the world of digital transformation, companies are increasingly deploying AI to handle customer support, sales, and even crisis management. But how can leaders ensure these AI agents will act ethically, make sound decisions, and not get duped by manipulative tactics? That’s where the concept of a digital twin — a virtual replica of your business — comes into play.
Firmulate offers a groundbreaking approach: it lets companies run a simulated version of their operations against AI models, in a kind of business wargame. The models are tested with the same crises, temptations, and decisions they’d face in real life, but without risking actual money or reputation. The goal? To see how good these AI ’employees’ are at managing crises, making correct diagnoses, and resisting manipulation attempts, all before deploying them in the real world.
The Experiment: Putting AI Through Its Paces
Recently, four top AI models competed in what’s called the ‘Crucible League,’ a rigorous test where each AI managed a small software company’s worst week. The same crises, the same customer interactions, and the same temptations to cheat — only the models changed. Every decision was recorded, versioned, and auditable, creating a detailed history of how each AI performed.
What did they find? All four AI models identified every crisis and refused manipulation attempts — including social engineering tactics like fake CEO messages or media tricks. Yet, only two of these models managed to close the deal, signing a €55,000 contract based on their own analysis and pitch. The other two, despite diagnosing the same issues, failed to follow through and left the opportunity on the table.
The Hidden Weakness
Digging deeper, the real weakness was not in the obvious customer crises but buried within the company’s own files. The models that read and incorporate internal document references successfully closed the deal and earned full price (+€4,583 MRR). Meanwhile, models that missed this buried insight lost the contract, highlighting how critical internal knowledge is for decision-making.
Resisting Manipulation
The experiment also tested ‘social engineering’ scenarios — fake messages from a CEO escalating over multiple stages. All models refused to escalate or approve dubious requests, with Kimi K3 reasoning: “Treat the request as a suspected approval-bypass / possible impersonation.” This demonstrates that well-designed AI can recognize manipulative tactics, a key factor in safeguarding enterprise operations.
The Live Business in Action
Firmulate’s live site lets companies see this in action. Their real business, with 13 synthetic employees managing money mechanics that burn €105k/month against €2.3k MRR, is continuously monitored and versioned. The system runs every business day, making decisions, escalating issues, and learning from outcomes, all visible at firmulate.com/live.
What This Means for Your Business
The takeaway is clear: deploying AI in your company without testing it first is risky. Running a digital wargame using your own data and scenarios can reveal weaknesses, potential manipulation points, and decision flaws before these AI agents touch your live systems. It’s like a dress rehearsal for your AI workforce — but with real crises, money mechanics, and decision pathways.
Imagine being able to identify whether your AI support bot can resist social engineering, whether your sales AI can find those buried internal insights, or if your crisis management AI will sign deals or leave money on the table. That’s the power of a digital twin and wargaming approach from firms like Firmulate.
AI decision-making testing tools
As an affiliate, we earn on qualifying purchases.
As an affiliate, we earn on qualifying purchases.
Ready to Test Your AI Before It Manages Your Business?
Before trusting AI agents to handle your customer relationships, financials, or crisis response, consider running a digital wargame to expose weaknesses and ensure integrity. You can simulate your own company’s worst week, with no risk to your live systems. Discover the potential pitfalls and strengths of your AI workforce now, so you’re prepared for the real world.
Learn more about how to run your own AI business wargame at firmulate.com/pilot.html. For questions and partnerships, contact us at contact@firmulate.com.
Watch it live: firmulate.com/live · Full results: firmulate.com/benchmarks.html
enterprise crisis management simulation
As an affiliate, we earn on qualifying purchases.
As an affiliate, we earn on qualifying purchases.
As an affiliate, we earn on qualifying purchases.
Fall Picks
fall essentials
As an affiliate, we earn on qualifying purchases.
