AI consulting · Valtteri Harmainen

The right amount of AI, done properly.

Usually not a grand transformation, but well-chosen changes your business, people and systems can actually absorb. I work on all three myself, from the leadership team to production.

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What I do

Decide what’s worth doing

Most conversations start with “we need agents”. I start from your goals and processes, and look for the changes that pay off.

Change how work gets done

Roles, processes and decision-making, shaped with your leadership team so they can lead the change. All the way to an AI-native operating model, if that’s where you’re heading.

Build what it runs on

In practice, a mix of AI and plain, reliable automation. Built into or on top of the systems you already have, from ERP to spreadsheets, or as a new system when that’s the better answer. Governance and compliance designed in.

How I work

  1. Start small. A first assignment is a few days, with a fixed ceiling and a concrete result.
  2. No handoffs. The person who plans it with you also builds it.
  3. Your people learn it. I work alongside your team and teach as we go, until they can run and develop it themselves.

Contact

Tell me what you’re working on. I’ll give you an honest view of what’s worth doing.

In Finnish or English.