AI & Automation
Put the repetitive work on rails.
The automation wins that pay for themselves are unglamorous: an invoice that no longer gets retyped, a support queue that triages itself, a compliance report that arrives with its first draft already written.
We start from your process rather than from a model, pick the smallest reliable approach for the job, and build an evaluation harness before anything reaches production. Where being wrong is expensive, a human stays in the loop by design.
You probably need this if
- 01Skilled staff spend hours a week moving data between systems
- 02A pilot that demoed well and then quietly stopped being used
- 03Decisions waiting on a report somebody assembles by hand
How we run this work.
Evaluated, not assumed
A labelled test set and a scorecard exist before deployment, and they run in CI afterwards. You get accuracy, failure modes and cost per run as numbers, not impressions from a demo.
Your data stays yours
No training on your content. Private, regional or self-hosted inference where your policy or regulator requires it, with retention and access documented.
A human in the loop where it matters
Confidence thresholds route the uncertain cases to a reviewer, and every automated decision leaves an audit trail you can inspect months later.
What you actually receive.
Not a summary of activity. These are artefacts that exist, that you own, and that another engineer could pick up.
Typical stack
Chosen per project against your constraints, your team’s existing skills and what you already run in production — never from habit.
Next step
Send a short brief and we will come back with a cost range for exactly this scope, plus the assumptions behind it.
Get an estimate
Ready to scope your ai & automation work?
Two lines about the problem is enough. You will get a range, the assumptions it rests on, and a recommendation on how to phase it.
- hello@arb-zone.com
- PHONE
- +1 (201) 564-0119
- REPLY
- within one business day