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Ilayer

Service 02

Embedded AI engineering

Forward-deployed means we work inside your environment, next to your engineers, on your real problem. We build in your repositories, on your data, under your access controls, and stay on the hook for what runs in production.

A glass capsule probe with a glowing filament inside, docked horizontally into the open port of a large dark machined housing whose interior glows violet.
Our engineer docks into your systems, not the other way around. Illustration, not a screenshot.

What it includes

  • An engineer embedded with your team, in your tools and repositories
  • Direct access to real data and systems, under your access controls
  • Weekly working software, and a handover your team can run without us

What you get

  1. Production code in your repositories, reviewed and documented
  2. The infrastructure to run it, or integration with what you have
  3. A team that understands the system because they watched it get built

Proof

Where this ran

Delivered systems that used this service. Every figure carries the limit of what it measures.

Questions

What buyers ask about this

What does forward-deployed actually mean?

We embed with your team and build inside your stack instead of delivering from a distance. The code lives in your repositories from day one.

Who owns the code?

You do. It is built in your repositories under your license. No lock-in to a platform only we can operate.

How is this different from a dev shop?

A dev shop delivers a spec and leaves. We stay embedded through production and own the incident response.

A translucent violet glass tower cabinet at a three-quarter angle, packed with stacked slot modules each glowing from inside, one lit cable leaving each side of its base and running off the frame.
The infrastructure our engineer works inside, not one we bring along. Illustration, not a screenshot.

Start a project

Scope this one against your own workflow

Name the workflow you would point this at. You get an honest read on whether it fits, and a fixed-scope first piece if it does.