AI & Automation

Automation done well buys back the hours your team wastes on copy-paste. Done badly, it just gives you new pipelines to debug at midnight. The difference is mostly in what you choose to automate and how carefully you set up the parts that fail.

AI and automation aren’t the same problem. Automation is connecting tools so they pass information between each other reliably. AI is using models to read, write, decide, or summarise inside those workflows. I help teams build both. Lead routing, content production, reporting, internal ops, customer follow-up, the things that quietly cost a day a week and that you’re currently paying a human to do at machine speed. The goal isn’t to replace people. It’s to take the boring work off them so they can do the work they were actually hired for.

What automation that doesn't quietly break actually looks like

Automation work starts with mapping the process by hand before anything gets automated. If the current workflow is broken, automating it just breaks it faster. So I sit with your team, watch the actual process, and find the parts that are genuinely repeatable. Everything else stays human. The point isn’t to automate the most. It’s to automate the right things.

Then I build. Mostly in n8n where data needs to stay self-hosted or the logic gets complex, Make or Zapier where speed of setup matters more than control, and Claude or OpenAI API calls anywhere an LLM does the work better than a rules-based step. Every workflow gets error handling, logging, and a fallback so when a webhook does fail, you know about it before your customer does. Automations that quietly break for a week are worse than no automation at all.

Process mapping before a single workflow gets built
n8n, Make, Zapier, or custom code, picked on fit not preference
LLM steps where they outperform rules, never where they don't
Error handling and logging so silent failures get caught fast
Client Stories

Hear From
Customers

Real founders. Real workflows. Here’s what they had to say once the manual work disappeared.

Our lead routing was three spreadsheets and a person. Now it's an n8n flow and the person is doing actual sales. Saved us twenty hours a week, easy.

Ryan Carter

Founder of Reisty App

He said no to automating two things we asked him to automate. Both turned out to be right calls. The savings were never going to be worth the maintenance.

Liam Parker

Directot at Nova Labs

The thing I appreciated most was the logging. When something fails, I get a Slack message in plain English, not a webhook error. That's the difference between a workflow we trust and one we don't.

Ava Bennet

CEO at Orbit Studios

We thought we needed a custom-built tool. Seun put together the same thing in Make in two weeks for a tenth of the cost.

Noah Turner

Founder of Ember Media

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