Forward Deployed Engineers
A forward deployed engineer works inside your business, not at arm’s length — sitting with your team, learning your systems, and shipping production AI alongside you. It’s how we help companies actually adopt AI, not just talk about it.
The idea
The term comes from the companies at the frontier of AI: instead of selling software and walking away, they send their best engineers forward — into the customer’s environment — to understand the real problem and build the solution in tight loops. We run the same model. Our engineers deploy into your business and own the result end to end, with the accountability of a fixed outcome rather than an open-ended contract.
Four moves, from embedding with your team to handing you a system you own.
Embed
Engineers join your team, your tools, and your systems of record — close enough to see the real problem, not a summary of it.
Understand
Working alongside your people, we map where AI creates value, the constraints, and the success metrics — before committing to a build.
Ship
An AI-native toolchain takes us from idea to working software in days, with enterprise discipline: tests, governance, and measurable KPIs.
Hand over
Clean architecture, documentation, and training so your team can run and evolve the system independently. No dependency on us.
Not more people — better leverage. A small, senior squad with an AI-native toolchain and enterprise discipline.
Senior-only, AI-native
Every engineer is senior and amplified by an AI-native toolchain — the leverage of a large team from a small, focused squad.
Outcome ownership
We commit to a result and ship it. Fixed scope, clear acceptance criteria, and accountability for the business impact — not just the code.
Enterprise discipline
Identity, access, secrets, audit, and testing are built in from day one, so what we deploy is safe to run at company scale.
Proof
Real engagements where our engineers embedded with the team and shipped production systems.
Between consultancies that hand you a deck and staff-aug that hands you juniors.
Consultancy
QuantumSpring
Staff-aug
Next step
A short call with Ondřej Šťastný to scope where an embedded engineer creates the most value and how fast we can ship it.
Clear guidance. Senior expertise. No sales talk.

FAQ
We are not bodies billed by the hour. Forward deployed engineers commit to an outcome and ship it to production on a fixed scope — you buy a result, not headcount.
We embed with your team in whatever way is closest to the problem — on-site, in your stack, and in your systems of record — so we build next to reality, not a spec.
Yes. Every forward deployed engineer is senior and AI-native. There are no juniors and no hand-offs to an offshore team.
Everything. We deliver clean architecture, documentation, and a handover so your team can run and evolve the system with no lock-in to us.