Experts in AI integration and AI-first applications — strategy, assistants and agents, and software built into how your company already works.
Ferre Torres BV is a Netherlands-based AI consultancy — experts in AI integration and AI-first applications. We help companies put AI inside how they already work: strategy, assistants and agents, a private knowledge core, and finance intelligence, from first workshop to production.
Recent work includes an assistant platform in daily enterprise use, a private knowledge core over company documents, and a finance platform whose chat explains forecasts and deviations. We also build physics-based digital twins when a system calls for them — one more capability the team is experienced in.
Delivered in: pharma · energy · mobility · finance · legal · industrial R&D
From our client work — rebuilt with no client data, numbers, or branding.
From our client work — rebuilt with no client data, numbers, or branding.
From our client work — rebuilt with no client data, numbers, or branding.
Capability study — illustrative, not a client engagement.
Prove value before scaling it.
One narrow system in production beats a platform on slides.
A model must obey the domain it represents.
When a system can break the rules of the thing it models, it eventually will.
The measure is the decision it serves.
Accuracy that changes no decision is decoration.
Boring interfaces, serious machinery.
The craft goes into what the system does, not how loudly it says it.
Handover is part of the build.
A system your team cannot own is a subscription, not an asset.
The principles above are the standard. This is the shape an engagement takes.
A squad is the unit of delivery.
Senior and cross-functional: physicist, ML engineer, software engineer, and an engagement lead who stays.
Scrum, adapted for client work.
Sprint cadence with your product owner inside the loop — and a working demo every sprint.
Every phase ends at a stop point.
You see working software before committing further. Continue, redirect, or stop — the call is yours.
We build inside your environment.
On your data, alongside your engineers and operators — not from a deck at a distance.
Tech debt is tracked, not hidden.
A visible register, time budgeted each sprint, and a handover with no surprises in it.
Ferre Torres BV is an AI consultancy registered in the Netherlands, helping companies integrate AI into how they work — from strategy and assistants to AI-first applications.
Founded by a physicist-turned-AI-engineer, with production AI platforms and agentic systems in daily use and earlier roles spanning applied ML and AI hardware. The numerical-methods background — neural operators, high-order PDEs, and models that keep the physics inside — is what lets the team build real-time surrogates and self-learning digital twins when a problem calls for them.
We publish in the field we practice — neural operators, real-time surrogates, and the validation of digital twins — in peer-reviewed journals. Research collaborations are public; client engagements are confidential by default, named only with written consent. A Netherlands BV, serving companies across the EU, the Gulf, the United States, and Asia. The team works from the Netherlands, Spain, the Middle East, Tennessee in the United States, and Thailand, across European, Gulf, US, and Asian time zones.
Four steps, one rule: a system is not done until it survives data it has never seen.
The same AI core, framed for what each decision-maker needs answered.
Turn AI pressure into a visible operating plan.
Replace reporting drag with live finance signals.
Ship AI systems that fit your stack and controls.
Most engagements start with one workflow — a focused MVP or proof-of-concept — then scale what proves useful into production. Book a call
Larger programs keep their system integrator — we join as the physics and AI specialist workstream, prime or subcontract. We build on the simulation and data platforms you already run, and resell none of them: a recommendation earns us nothing but the outcome.
Tell us about your system. We'll tell you honestly whether AI can help — and how we'd begin.
Book an introductory call Opens your email app, or Gmail if you don't have one set up. The address is copied either way.
Direct email jferre@ferretorres.eu