ChatGPT and Claude are brilliant at answering questions. They weren't built to run your process the same way, every time. I build the automations and AI agents that actually do — quietly, reliably, in the background, without you touching a prompt window.
A chat window is a great assistant. It's a poor employee. Here's the gap that shows up the moment you try to depend on it.
Same prompt, different day, different result. A chat has no memory of your rules, and no obligation to follow them twice in a row.
When a conversation goes sideways, a person has to notice and fix it. A real system catches the failure and knows what to do next.
Your inbox, your spreadsheet, your CRM, your calendar — a chat window can't reach into any of them on its own.
If you have to open the tab, write the prompt, and copy the result, you haven't automated the work. You've just gotten faster at doing it by hand.
I've worked as an individual contributor, a middle manager, and a Senior Director inside a Fortune 500 — and at every level, the repetitive parts of the job ate the hours I didn't have. So I started building small, unglamorous automations to claw them back. Then coworkers started asking me to build theirs.
That's the whole business, really: I build the systems that quietly do the boring parts of your job so you don't have to stay late for them.
Read My Story & See the Case StudiesThese are from automations I built and run myself — not demos.
One recurring email topic had quietly generated more than 25 duplicate Trello cards before I added a dedup check — the automation was doing exactly what it was told, it just wasn't told to check its own work first.
A wrong "created" field was inflating an average cycle-time metric roughly 12x — 49 reported days versus 4 actual. Building the checks in from the start is what surfaced it before anyone made a decision off the bad number.
Most people start with the free toolkit. Some stop there. Others eventually want it built, taught live, or maintained for them — that's fine too.
A real skill file plus setup instructions, free for anyone who signs up for the newsletter.
A small live group builds a real automation together in three hours, start to finish.
I build it for you, scoped to a fixed tier so you always know the price before we start.
Already running several automations and want ongoing maintenance? See the Fractional AI Ops Retainer →
No pressure either way — the free AIVA toolkit is genuinely useful on its own. If you already know what you want built, I'm happy to just quote it.