Is this just consulting with a new name?

No. Traditional consulting ends with a document. Forward deployed engineering ends with working software running in your business, built by senior engineers who embed with your team. We are accountable for the result, not the report.

Do we need a big budget or a data team?

No. We start with a focused discovery sprint and a scoped pilot on your real data, so you see value before committing further. The model fits small and mid-sized businesses, not just enterprises.

What if we want to take it in-house later?

That is the plan. You own the code from day one, and we train your team to run and extend it. Many clients start with us and bring the work in-house once it is proven, with a codebase they already understand.

Which AI tools do you use?

Whatever fits the job. We are vendor agnostic: frontier models from the major labs, open-source where it earns its place, and a sovereign or on-premise option when your data needs to stay on infrastructure you control.

Our flagship method

Forward deployed engineering: AI that ships, not AI that sits in a deck.

We embed with your team, build the system inside your business, and stay until it runs in production. It is the method behind much of our AI consulting, and our sharpest edge.

Book a discovery sprint

One of the ways we work.

Capitao.Consulting is an AI consultancy. Forward deployed engineering is how we build AI into a business that already runs. We also build AI agents that take work off your team, new AI products and tools from scratch, and new processes when the old one is the bottleneck. We pick the approach your problem needs. This page is about the one the frontier labs made famous.

What is forward deployed engineering?

A forward deployed engineer works inside your business, not at arm's length. Same tools, same goals, same standups. We learn your real workflow, build on top of it, and ship software your team owns. One client, our whole toolbox, until the problem is solved.

The hard part was never the model. It is the last mile.

Most AI projects stall after the demo. The model works in a test, then never reaches the people who needed it. That gap between a promising pilot and a system your team uses every day is an execution gap, and you cannot close it with a document. Forward deployed engineering exists to close it.

The model the frontier labs run, brought to your business.

Forward deployed engineering is how serious software gets built for the hardest environments on earth. OpenAI and Anthropic now run the same model to put frontier AI into real organisations. Capitao.Consulting brings it to European businesses, at a scale that fits you.

How we deploy forward

Four moves, from embedded to owned.

How it compares

Forward deployed engineering vs the alternatives.

	Forward deployed	Traditional consulting	Generic SaaS
What you get	Production software your team uses every day	A strategy deck and a roadmap	A product everyone else also uses
Who does the work	Senior engineers who build	Analysts and advisors	A vendor's product roadmap
When it ends	When it runs in production	When the report ships	Never, you keep paying
Who owns it	You do. No lock-in	Nobody owns the build	The vendor
Fits your workflow	Built around your reality	Generic frameworks	You bend to fit it

Forward deployed

What you get: Production software your team uses every day
Who does the work: Senior engineers who build
When it ends: When it runs in production
Who owns it: You do. No lock-in
Fits your workflow: Built around your reality

Traditional consulting

What you get: A strategy deck and a roadmap
Who does the work: Analysts and advisors
When it ends: When the report ships
Who owns it: Nobody owns the build
Fits your workflow: Generic frameworks

Generic SaaS

What you get: A product everyone else also uses
Who does the work: A vendor's product roadmap
When it ends: Never, you keep paying
Who owns it: The vendor
Fits your workflow: You bend to fit it

What you walk away with.

Forward deployed engineering ends with you in control, not dependent on us.

01Software running in production, used by your team
02Your people able to run and extend it
03The patterns and decisions documented
04Full ownership of the code. No lock-in, ever

Questions, answered.

Let us deploy forward.

Tell us the process that is slowing you down. We will show you what we would build.

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