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Ilja Niciejewski
All AI paths
Workflow automation for founders and small teams

Turn repetitive manual work into a reviewed, automated workflow.

I map the current steps, connect the tools, and automate the repeatable part — with human review where it matters. Good starting points include intake, reporting, invoicing, moving data between tools, and content workflows.

Clear automation boundary · fixed proposal before work starts · human review where needed

Typical focused scope
1–3 weeks
Human approval kept
Reviewed
Direct delivery
EN / RU

Choose a repeatable process

Automate the routine, keep judgment with people.

The strongest first workflow is frequent, understandable, and has clear inputs and outputs. It does not need to remove people from every decision.

A good fit if

  • The same task is repeated every week.
  • The process has understandable rules, inputs, and outputs.
  • Your team copies information between tools or spreadsheets.
  • Some steps can be automated while approval remains with a person.

Not the right fit if

  • The task is a one-off rather than a repeatable process.
  • The rules and desired output change every time.
  • The current process is not understood well enough to map.
  • The real requirement is to replace an entire legacy system.

The process

Map, automate, review, hand over.

  1. 01 · Map

    Workflow audit

    We map the inputs, steps, tools, handoffs, and repeated manual work.

  2. 02 · Decide

    Automation boundary

    We decide which steps should be automated and where human review should remain.

  3. 03 · Agree

    Written proposal

    You receive the agreed scope, fixed price, and timeline before work starts.

  4. 04 · Build

    Setup and handoff

    I build the agreed automation and explain the new workflow to the people who will use it.

What you get

A workflow your team can understand and operate.

  • A map and audit of the current workflow
  • Tool and implementation recommendations
  • The agreed automation or integrations
  • Human-review points where they matter
  • Training and follow-up recommendations
  • A fixed proposal before work begins

FAQ

Questions about workflow automation.

What can be automated?

Repetitive work with clear rules: intake, reporting, invoicing, moving data between tools, content pipelines, and similar internal processes.

Does everything have to run without people?

No. The automation handles the repeatable steps; human review stays where judgment or approval matters.

How do we choose the first workflow?

Start with something the team performs regularly by hand and can describe as a clear sequence of inputs, steps, and outputs.

How long does it take?

A focused workflow automation typically takes 1–3 weeks. Broader or deeper integrations need a separate scope.

How is pricing handled?

After the workflow review, you receive a written proposal with a fixed price and timeline before work begins.

Contact

Let's discuss your project.

Pick what you're interested in. Fixed offers get full details in my reply; custom work gets a written proposal. I answer within one business day.

Describe the repeated task, current tools, handoffs, and desired output.

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