Most "AI for business" content skips the part the buyer actually wants. What gets installed. Where it lives. Who runs it on day 30. So here it is, plainly.
The hardware
A small Mac mini sits in your office. That is the system. OpenClaw runs on it locally. It does not phone the cloud. It does not stream your client files anywhere.
We pre-install the OS, harden the security, tune the model for your hardware, and ship it ready to plug in. Most clients have it running in under an hour from the courier dropping the box.
Week one
The first agents we build are usually the boring ones. Quote drafting. Email triage. Pulling answers out of internal documents your team has been searching by hand. We pick boring on purpose. The point is to put a small win in front of staff in week one, not show off what is technically possible.
Two things happen in week one that nobody talks about:
- Your team finds edge cases we did not predict, because they know the work
- Half the agents we planned get rewritten, because the workflow on paper is not the workflow in practice
This is normal. It is also why we stay involved.
The next four weeks
Most of the value is here. Not in the install.
We watch how the agents are actually used. We tighten prompts. We retire the ones nobody touches. We build new ones around requests that come in from staff. By week four, the system looks different from what we sketched on the kickoff call, and that is the right outcome.
Where rollouts go wrong
I have seen the same three failure modes enough times to call them out:
Nobody owns it after launch. The vendor walks. The internal champion gets pulled onto something else. The system slowly stops getting used. Six months in, it is shelfware.
Too many agents at once. Teams try to roll out twelve workflows in the first month. Staff cannot keep up. Adoption collapses. The right number for week one is two or three.
No connection to real workflows. Generic chatbots do not survive contact with daily work. Agents have to be built around how your team actually moves a quote, drafts a letter, or files a claim, not around a clean process diagram.
What you actually get from us
A machine in your business. Agents shaped to your work. Someone on the other end of the phone every week after launch. No long contracts, no shared cloud, no hand-waving about "AI strategy."
If that sounds like the kind of rollout you want, book a 30-minute call. I will give you an honest answer on whether AI fits where you think it fits.
— Baylin