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Where AI agents fit. And where they don't.

Four steps, and a clear answer before anything is built.

Warehouse shelving stacked with boxes, on a platform.
A desk with a lamp and three piles of paper, on a platform.
A bench with a laptop, a monitor and two chairs, on a platform.
An open server rack with a padlock, on a platform.

  1. 01 Observe

  2. 02 Research

  3. 03 Experiment

  4. 04 Ensure

Request an assessment

Tell us which process you want to improve. We'll reply by email within one business day to discuss your goals and the scope of an assessment.

A few sentences are enough: the process, the systems involved, and what you want to improve.

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Prefer email? hello@raw-labs.com

Before the assessment. What companies ask.

  1. What does the assessment involve?

    Time beside the people who do the work, then every step sorted into what an agent can take over, what needs a person in the loop and what stays as it is. A candidate agent is tried on last month's cases in a sandbox, side by side with the person who does the job today, before anything goes into the proposal. How long it takes depends on how many processes are in scope and on access to your systems, so the schedule is agreed with you before we start.

  2. What do we get at the end?

    A proposal, process by process: what an agent fixes outright, what it improves, what it takes over entirely and what becomes possible once agents are in place, with the figures behind each.

  3. What do you need from us?

    Time with the people who do the work, access to the systems the work runs through and to a month of past cases for the sandbox trial, and someone who can tell us who is allowed to do what.

  4. Who builds it, and what happens after hand-over?

    We do, alongside your people: we set up Enterprise OpenClaw, connect your systems and build the first workflows together, then train your users and administrators. After hand-over your team holds the keys. The subscription keeps the platform current with tested releases, patches and support, and managed operations is there if you would rather we kept running it.