Make mistakes for free
before making them for real

MoreThanTwins builds causal digital replicas of your business to simulate decisions, quantify uncertainty, and show you what happens — before it happens.

See how it works
+104%
vs human expert
Vending-Bench 2
0%
bankruptcies
200 Monte Carlo trajectories
$2.25
per digital twin
Full pipeline cost

How companies decide today

When a decision maker faces a critical choice — pricing, market entry, hiring, investment — they use one of three tools. Each has a breaking point.

Intuition + Excel

Works: Fast, familiar, zero cost

Breaks: Breaks when the problem has 10+ variables with feedback loops between them

Consultants

Works: Deep analysis, senior expertise

Breaks: 50-200K per project. Weeks of analysis. A report that expires the day conditions change

ChatGPT / AI Chatbots

Works: Accessible, fast, conversational

Breaks: No model of YOUR business. Hallucinates financial figures. Doesn't conserve quantities

No tool on the market simulates consequences with rigor, quantifies uncertainty, and learns from its results. MTT does.

Validated, not promised

Vending-Bench 2: managing a vending machine for 365 days, maximizing profit under real constraints. Twin vs human expert.

Human expert
$844
Twin (conservative)
$1,361
Twin (aggressive)
$1,720
Net worth after 365 days ($/machine/month). 200 Monte Carlo trajectories, P10-P90: $1,686-$1,756.

The twin outperformed the human expert by 104%. That's what we know. Whether it scales to other domains — we're going to find out, not assume.

Validated engine, solid narrative, zero euros of revenue. We show what works and what we don't know yet.

Three brains, one decision

Each brain does what the others can't. Together, they deliver what no single approach can.

01

Calculates

The mathematical brain

System dynamics + Monte Carlo simulation. "What happens if you raise prices 20%?" — with probability distributions, not a single number.

02

Reasons

The decision kernel

Evaluates whether it's worth analyzing further or if the answer is already clear. Identifies what information is missing and where to focus.

03

Governs

The digital C-Suite

9 specialized virtual advisors — CFO, COO, CLO — review every recommendation with domain checklists. They don't calculate: they contribute judgment.

A simulator that only calculates is a sophisticated Excel.
An LLM that only reasons hallucinates numbers.
A committee that only opines is corporate theater.
MTT connects all three.

From the lab

Research, validation, and lessons learned — building the operating system of the autonomous enterprise.

Research2026-04-01

Why causal models beat chatbots for business decisions

LLMs describe a hedge correctly but compute the parameters wrong — a 54-point gap between conceptual reasoning and numerical accuracy. This is why MTT separates calculating from reasoning.

Coming soon
Validation2026-03-15

The +104% benchmark: what we learned from Vending-Bench 2

The jump from $709 to $1,361 (+92%) came from correcting a single parameter: variety from 6 to 4 products. Configuration matters more than model sophistication.

Coming soon
Vision2026-03-01

From Excel to autonomous enterprise: 5 levels of business autonomy

Today we sell 'make mistakes for free.' Autonomy is earned, not sold. Each level validates the next — and we're honest about where we are.

Coming soon