Automate service

Custom AI Engineering

AI that earns its keep: automation, assistants, and data pipelines, no gimmicks.

Custom AI engineering is designing and building AI into your real workflows, assistants grounded in your own data, pipelines, and automations, rather than buying a generic tool and hoping it fits.

Most 'AI' is a demo that never ships. I build the practical kind: assistants that answer from your own data, pipelines that clean and route information, and automations that turn a two-hour task into a click. Tooling that moves work forward, not a chatbot bolted onto a homepage.

Because I build the whole stack, the AI plugs straight into your sites, sheets, and tools instead of living in yet another dashboard nobody opens. The goal is simple: delete the boring parts of your day.

Tell me about your project
Done well, AI does not replace your team. It deletes the dull, repeatable parts of their day so they spend time where judgment actually matters.

What's included

AI built into your real workflows, not a separate dashboard
Assistants grounded in your own documents and rules
Data pipelines that clean, route, and enrich information
Automations that turn a long manual task into a click
Sensible guardrails so the AI stays accurate and on-topic
Full-stack integration into your sites, sheets, and tools

How it works

1Find the leverage

We pick the task where AI saves the most time with the least risk.

2Build and ground it

I build it against your own data and add guardrails so it stays reliable.

3Integrate and monitor

It plugs into your existing tools, and we watch it before trusting it fully.

Who it's for

Businesses buried in repetitive knowledge work: answering the same questions, cleaning data, moving information between tools. If a task is text-heavy and rules-based, AI can usually take the first pass.

Common questions

Is this just a chatbot?
No. A chatbot is the least interesting use. The real value is in assistants grounded in your data, pipelines, and automations that quietly move work forward.
Will the AI make things up?
Any AI can. I ground it in your own documents, add guardrails and checks, and test it before it touches anything important.
Which models do you use?
Whatever fits the job and budget, from hosted APIs to local models. The stack serves the outcome, not the other way around.
Is my data safe?
Your data stays yours. I design for privacy, keep sensitive data where it belongs, and can use local models when nothing should leave your systems.