Approach

The loop, in detail.

Atereta reads the same both ways. So does the work. You start at A, your goal, and you come back to A to measure, learn, and choose the next use case.

The loop

Start to scale, and back to A.

  1. 01StartGoals, data, constraints, budget.
  2. 02DesignThe right approach, and where it runs.
  3. 03BuildModels, agents, integrations, tested.
  4. 04DeployCloud, on-prem, on-device.
  5. 05OperateMonitor, evaluate, control cost.
  6. 06ScaleGrow adoption, then back to A.

The loop never really closes. That's how AI keeps getting better.

How an engagement is shaped.

Two weeks

Sprint

One question, one recommendation, and a working slice if the data allows. For teams who need to know whether to start.

Scoped

Build

A fixed piece of the journey: a model, an agent, or a deployment. Named outputs, a date, and a handover.

Monthly

Retainer

Operate and grow. Monitoring, evals, cost, and the next use case.

What we won't do.

  • A strategy deck with nobody to build it.
  • Fine-tuning as a default, before anyone has checked whether the API already wins.
  • An agent with no log and no person responsible.

The next step

Start at A.

Tell us where you are on the journey. In 30 minutes we'll map the next step, from the first idea to scaling what you have.