Forward-deployed AI engineering for European enterprise

Every company is adding AI. The ones pulling ahead are being rebuilt around it.

Fieldsmith embeds senior AI engineers inside enterprise teams to build agentic systems in your stack: agents that work around the clock and make every team they touch faster. Small crews. Short chains. Working software.

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Struck, not printed: the maker's mark on everything we ship

The model

01 — Field + Smith

A smith works metal by hand, in small numbers, to order. Fieldsmith works the same way with AI: engineers embedded in your team, on your repos and your data, until the agents hold in production.

Embed

Inside your walls

Not a vendor across a ticket queue, not a strategy deck. We join your standups and your incident channel, and build against your real systems, data, and constraints from day one.

Build

Crews, not benches

Two to four AI engineers per engagement, never forty. Every one senior enough to be the only engineer in the room, and to make your team faster, not busier.

Compound

Built to multiply

Every agent we ship makes the next one cheaper: shared evals, shared tooling, shared patterns. And your team learns to build them. Success is you running and extending the system without us.

An engagement, week by week

02 — How it runs
WK.01

Find the leverage point

The crew embeds and maps where your hours actually go. We pick one workflow where AI compounds: high volume, clear judgement, measurable outcome. Then we agree in writing what will be running in production by the end.

WK.02—05

Strike while embedded

Build agents in your stack, against your real data, with your engineers pairing in. Weekly demos of working automation, never slideware. Evals are written before the agent is, so we measure it honestly from day one.

WK.06

Prove it holds

Production traffic, evals and observability wired, humans in the loop exactly where they must be and nowhere else. If it doesn't hold, we stay until it does. That's in the contract, not the brochure.

WK.06+

Hand over the forge

Your team owns it: runbooks, eval suites, and the pairing hours to extend it. The first agent is the expensive one. Everything after rides on the same rails. We leave a system, not a dependency.

What the crews build

03 — Capabilities
Agentic workflows

Operations that run themselves

Autonomous agents for the work that eats your teams' weeks: triage, reconciliation, document processing, back-office judgement calls. Humans in the loop where the stakes demand it, and nowhere else.

  • Agent orchestration & MCP
  • Evals before agents, always
  • Human-in-the-loop by design
AI products

AI your customers actually use

Customer-facing AI features and products, built on the frontier models that fit your stack and your compliance posture. RAG done honestly, latency and cost engineered from the start, guardrails enterprises can sign off on.

  • Frontier models in your cloud
  • Retrieval, grounding, citations
  • Cost, latency & safety budgets
AI-native delivery

Teams that ship like ten

We rebuild how your engineers build: agentic coding workflows, AI-assisted archaeology of legacy code, and the standards that keep quality up while velocity multiplies. The leverage stays after we leave.

  • Agentic SDLC & coding agents
  • Legacy code archaeology
  • Quality gates for AI-written code
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A smith is known by two things. The mark, and the metal.

Silversmiths never printed their credentials — they struck them. We hold ourselves to the same rule. Our partner hallmarks will appear here when they are earned, not before.

Built for European enterprise

04 — Why .eu
Governance

Built within your rules. Whatever your data-protection and compliance posture requires, we design to it. Your DPO and security team are stakeholders from week one, not reviewers at the end.

Regulation

EU AI Act fluency. Risk classification, documentation, and human-oversight requirements designed into the system from the start, not retrofitted before an audit.

Proximity

Your timezone, your table. Crews based in Europe, working your hours, on site when it matters. Forward-deployed means physically, too.

Start with one workflow

Bring us the workflow that eats your team's week. We'll bring the agents that give it back.

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