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Ilayer

Service 01

AI automation

We take one workflow that eats your team's hours and turn it into an automation that runs on its own. It ships with the evals, logging, and human checkpoints that make the output something you can act on. Evals are tests for a large language model's answers.

A closed rounded-rectangle loop of violet light lying at a shallow angle, a brighter pulse on its near edge, and two small clear glass blocks threaded onto the path like stations.
A closed loop that keeps running, with checkpoints on the path. Illustration, not a screenshot.

What it includes

  • A scoped map of the workflow: trigger, the agent's job, the checkpoint, the output
  • The automation itself, wired to your real systems and data
  • An eval that grades the output before anyone sees it

What you get

  1. A running automation in your environment, not a slide
  2. A short guide for whoever is on call: how it works, where it stops, how to change it
  3. The eval suite that gates it

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

How long does a first automation take?

A fixed-scope first automation runs 4 to 6 weeks, kickoff to something working on your real data.

Will it act on its own?

Only where a wrong action is cheap to undo. Anything with real consequences gets a human checkpoint, and you decide where that line sits.

What if the model gets it wrong?

Every output is graded before anyone sees it, and the system says it does not know rather than guessing.

A precision rail crossing the frame with a clear glass carriage on it, a thin bright violet reference line stretched edge to edge above, and the carriage's needle rising to touch that line dead centre.
One reference line, and a carriage you can see drift against it. 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.