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AI automation

Practical AI built into the way your company already works — agents and automations wired into your real systems, so the busywork happens on its own and your team gets one assistant instead of five disconnected tools.

Project-basedAvailable for new work
What you get

Wired into your systems

Your services become tools an agent can use — through MCP and clean integrations, not brittle scripts.

One assistant, every team

A single interface over your tools and data, instead of five disconnected models nobody trusts.

Built on what's real

Grounded in your actual data and workflows, with guardrails — not a chatbot that makes things up.

Measured, not magical

I'll be honest about what AI does well here and where a plain script is the better answer.

Selected proof

AI that does the work, not just the demo

Most AI projects stall after the demo because they aren't connected to anything real. This service is the opposite: I wire AI into the systems your company already runs, so it does actual work — triaging, looking things up, drafting, routing, reporting — instead of impressing people in a meeting and then gathering dust.

How I build it

I turn your services into tools an agent can use — through MCP and clean integrations — and put a single assistant in front of them. I built exactly this in-house: a Slack-driven agent platform that turned company services into MCP tools, so every team got one assistant instead of five disconnected models.

The work is grounded in your real data and workflows, with guardrails. And I'll be straight with you about where an LLM is the right tool and where a plain, deterministic automation is simply more reliable.

Where it pays off

  • Repetitive internal processes that quietly cost hours every week
  • Knowledge and tools scattered across systems nobody wants to stitch together
  • Teams each reaching for a different model, with no shared, trusted interface

Let's talk

Looking for the broader pitch? My AI automation page has more. Otherwise, tell me which internal process wastes the most time and I'll tell you whether AI is the right fix.

Frequently asked

What can you actually automate?+

Internal processes that eat time — triage, lookups, reporting, routing, drafting. I turn your services into tools an agent can call, then put one assistant in front of them.

Will it hallucinate?+

The risk is real, so I ground agents in your actual systems and add guardrails. Where reliability matters more than flexibility, I'll use plain automation instead of an LLM.

What does this run on?+

I've built in-house, Slack-driven AI agent platforms on Nest.js with MCP, and multi-tenant AI products on the edge. I fit the stack to your environment.

Is my data safe?+

We keep your data in systems you control and only expose what each task needs. I'll be explicit about what goes where.

Have a project in mind?

Tell me a little about what you’re working on — I reply quickly.

Let's talk
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