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AI that ships, and keeps working.

Senior engineers who embed with your team to design, build and run AI systems in production, and stay accountable for the results.

We embed with your team and deliver in production.

Forward-deployed, in four steps

Our engineers work inside your team, in your tools, from the first week to the day your people run it.

How we embed
  1. Step 1Weeks 1 to 2

    Discover

    We sit with the people doing the work, read the real data and agree on the result to measure.

  2. Step 2Weeks 2 to 4

    Prototype

    A working system on your real data, tested against your own past cases before anyone relies on it.

  3. Step 3Weeks 4 to 10

    Build

    We harden the system for production: permissions, approvals, logging, monitoring and rollback.

  4. Step 4Ongoing

    Run and improve

    We measure against the baseline every week, widen the scope, and hand over when your team is ready.

What makes us different

Measured before it ships

Every system is tested against your own cases before it touches live work, and measured against your baseline after.

Model-agnostic

We choose the model that fits the job and your rules, and we can change it when a better one arrives.

People accountable

A named engineer owns each result. Approval gates keep a person in charge of the decisions that matter.

Your data stays yours

Systems run in your environment. Your data is never used to train models for anyone else.

Running Odoo, SAP, NetSuite or Dynamics?

Start with a free assessment of one accounting, inventory or manufacturing workflow. You get a written map of what AI could take over, within five business days.

Tell us what you want AI to do.

One call with a senior engineer. A reply within one business day.