AI that fits your process.

Choose your lane.

01 — Dev teams

Agents in the pipeline, not in the way.

02 — Business teams

The repetitive work, off your plate.

Find the friction. Automate it.

I map where your business loses time: the repetitive, manual, copy-paste work. Then I build AI that takes it over and is simple enough that your team actually uses it.

Pick a card

01 — Dev teams

02 — Business teams

Three steps. Stop after any.

  1. 1

    Listen

    Your team already knows what hurts.

  2. 2

    Pilot

    One workflow, two weeks, measured.

  3. 3

    Hand over

    Your people keep the context.

Avrik Berman

Hi, I'm Avrik.

I find the work that eats your team's week: the repetitive, manual, copy-paste parts. Then I hand it to AI.

For business teams, that means requests that sort themselves, documents that fill themselves in, and answers pulled straight from your own files. For dev teams, it's AI code review, agentic workflows, and repos that agents can actually work in.

Every solution is fitted to how you already work, measured in time and money saved, and yours to keep. Behind it are 16+ years of building large web products and leading the teams that ship them.

Hand me the busywork. I'll take it from there.

FAQ

Fair questions.

What does an AI process integrator do?

I find the repetitive, manual work in how your team operates, then build AI into the tools you already use to take it over. You keep the people, the judgement and the final say.

Who is this for?

Dev teams that want agents in their pipeline, and business teams that want the busywork gone. Company size doesn't matter; the repetitive work does.

How soon will we see results?

The pilot is one workflow over two weeks, measured in time and money saved. You know whether it works before you commit to more.

Will AI replace my team?

No. AI drafts, sorts and checks; a person reviews and approves. On anything that matters, a human stays in the loop.

Which AI tools do you use?

Whatever fits your stack. For dev teams that's usually Claude, Cursor or Copilot inside your repo; for business teams, AI wired into the email, files and tools you already have.

Is our data safe?

It runs in your own accounts, under your control, with permissions for who can ask what and a log of every answer.

Do we keep what you build?

Yes. The automations, rules and templates live in your accounts and repos, and your team learns to tune them. No lock-in.

Let's talk.

Thirty minutes. No deck.