Trusted by ambitious teams to embed senior AI engineers.
What we doWhat is a forward-deployed engineer - and who provides them?
A forward-deployed engineer is a senior engineer who works embedded inside your team - in your standups, your repositories and your production environment - rather than delivering from a vendor's office. The model started at Palantir; every major AI lab now runs a version of it. &above, an embedded AI build partner in London, provides forward-deployed engineers as a service across the UK: we hire and manage the engineers, and they build with your team.
Building AI in-house is the right instinct. The system ends up owned by your team, and the knowledge compounds inside your organisation instead of a vendor's. The hidden cost is the burden that comes with it: hiring senior AI engineers is slow and risky, managing them pulls your staff away from the day job, and internal builds too often stall unmaintained once the first workflow ships. Forward-deployed engineers remove that burden without giving up the ownership. We carry the hiring and the management; the engineers work embedded in your team as if they were your own; and the capability transfers to your people as the work ships.
We deliver in two tiers. Forward-deployed engineers are the first: senior engineers embedded in your team against a scoped workflow. AI Product Squads add product management and design in the same embedded team, for when the harder question is what to build rather than how - see our full AI consultancy & product development services. And because &above does not sell a platform, the architecture is never optimised for one model provider - we build automation, agents and AI software on whatever stack fits your constraints.
In-house delivery, without the in-house burden
What forward-deployed engineers change - senior engineers inside your team from week one, none of the hiring risk, and capability that stays when the engagement ends.
Embedded in your team
Your standups. Your repos.
Forward-deployed engineers work inside your team the way permanent hires do - writing code in your repositories, shipping against your real data, and accountable for the workflow in production rather than a document at the end.

Our embedded engineers cut Tesco's creative compliance reviews from up to four weeks to days.
Hired & managed by &above
No hiring risk. No management load.
We recruit, vet and manage the engineers, so senior AI capability lands in your team in weeks - without the recruitment timeline, the management overhead, or staff pulled from the day job to run an internal build.
We built AI products used daily by 5,000 Google Cloud sellers.
Capability that transfers
Owned by your team, for good.
The engineers build alongside your people, so the capability transfers as the work ships - your team owns the system and can extend it without us. When the question becomes what to build next, the engagement expands into an AI Product Squad with product management and design.

We designed 80+ AI Innovation Lab engagements for Google's top customers.
Our work
Forward-deployed engineering for Google Cloud, Tesco, and other ambitious teams.
Forward-deployed engineer FAQs
Straight answers for teams weighing forward-deployed engineers against hiring their own.







