From strategy to a well-founded decision

AI consulting for businesses – find the right use case before investing

We assess processes, data, risks and success metrics. You receive a prioritized roadmap and an honest assessment of where AI creates value—and where it does not.

Clear opportunity map

Where an existing tool is enough, where automation helps and where an agent is justified.

Prioritized roadmap

What to do first, what to measure and when to move from pilot to production.

Visible risks and responsibilities

Data, access, human approval, logging and supplier responsibilities are agreed up front.

What the assessment covers

  1. Business objective, current process and baseline
  2. Readiness of data, systems and integrations
  3. Risks, decision authority and human approval points
  4. Success metrics, ROI assumptions and pilot scope
  5. Recommendation, responsibilities and initial cost model

The outcome is a decision, not a slide deck

The recommendation may be a pilot, an existing tool, fixing the process or data first—or stopping the initiative. We do not recommend implementation merely because AI is possible.

Discuss your use case

Frequently asked questions

We review objectives and processes, separate needs solvable with existing tools from those requiring custom work, assess risks and create a prioritized path forward.

Yes, when the goal is to make one well-founded decision rather than start a broad strategy project. Scope is adjusted to company size, data and available effort.

When the process is unclear, required data is unavailable, error impact is too high or simple automation solves the need more reliably. We will say so directly during discovery.

You receive a recommendation: use an existing tool, run a bounded pilot, fix the data or process first, or do not proceed. Any implementation proposal is provided separately.
Kysy Ainolta