Converting AI into Work

Most owners I talk with are using AI by now. They ask it to write a customer letter, clean up an estimate note, or explain a code requirement. That's useful, but it's still just talking.

There's a gap between what AI knows and the work that actually gets done in your business. The gap isn't intelligence. It's turning that intelligence into work.

A brain in a box

For a long time, a chatbot was basically a brain in a box. You asked, it answered, and then you did the work. You copied the answer into an email, updated the job file, called the customer, and scheduled the crew.

When OpenClaw hit the public eye earlier this year, that changed. It showed the brain could have hands. An AI agent could open the programs, fill in the forms, send the drafts for approval, and track the follow-up. In other words, it could do much of what an employee does sitting at a keyboard.

Automation isn't the same as doing the work

A lot of businesses stop at automated workflows. A form comes in, a text goes out, and a task lands in someone's queue. That helps, but a person still has to pick up the task and do it.

The next step is agents doing the work inside those processes. Here's a restoration example. A mitigation job wraps up. The workflow says, "Someone should follow up about the rebuild." An agent pulls the job notes, drafts the homeowner update, asks your estimator for the scope numbers it doesn't have, and puts the finished message in front of a person to approve. The task doesn't sit in a queue. The work is done, and a person still makes the call.

What I've learned switching tools

I started with OpenClaw. Then I moved to Hermes and built 18 web applications with it. More recently I switched to Grok Bot. I'm not giving up Hermes yet, but the switch taught me something.

The winner in this race won't necessarily be the smartest model. It will be the one that's easiest to use for the people who need that extra intelligence: owners, managers, and office staff who don't have time to become programmers. I think that's why tools like Grok Bot will win. They've made it simple to put real intelligence to work inside a business.

I've seen it working

A few weeks ago I visited a business owner who was doing exactly this. He had built an agent that could log into his operating software, advance jobs, update files, answer emails, and let employees know when they were behind on their next step.

While I was sitting in his office, he asked his agent to send me a PowerPoint we had been looking at. A couple of seconds later it hit my inbox, along with a nicely worded email from the agent saying the owner had asked that the attached file be sent to me.

That's intelligence turned into work.

One thing to do this week

Pick one task your team does over and over: a follow-up, a status update, a report. Write down every step. Then ask yourself which steps an agent could do while a person approves the result. That's where you start turning AI into work.

John H. Hodsdon writes about practical AI for home services businesses. Find free guides and training at agenticsolutions.biz.