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AI agents for scale-ups

AI agents that your team actually uses.

Most AI projects don't fail on technology. They fail on unclear goals, messy data and people who never adopt them. I fix those first, then build the agent.

Book a 45 minute diagnosis

Free. No slides, no sales pitch. You leave knowing whether your use case is worth building.

The problem isn't the model. It's everything around it.

Independent research keeps pointing at the same causes, and none of them are solved by a better prompt.

80%+

of AI projects fail, roughly twice the rate of IT projects without AI. The leading causes are organisational: unclear purpose, weak data and fading sponsorship.

RAND Corporation
57%

of leaders whose AI project failed say the root cause was expecting too much, too fast. Not a technology shortfall.

Gartner, April 2026
43%

of organisations name data quality and readiness as a top obstacle to getting AI into production.

Informatica CDO Insights 2025

Those are delivery problems. Delivery is what I do.

How I work

A fixed sequence, so you never pay for a build that nobody needed.

Diagnose

One process, one owner, one measurable target. If the use case doesn't hold up, I tell you before you spend anything.

Prepare

Check the data, the systems it touches and who will use it daily. Fix the gaps that would sink the build.

Build

A working agent in your real workflow within weeks, tested with the people who will run it.

Adopt

Training, feedback loops and usage tracking until the agent is part of how the team works.

Agent Readiness Sprint

A short, fixed scope engagement that ends with a decision you can defend: build it, fix the foundations first, or drop it.

Ask about the sprint
  • Use case scored against value, data and adoption risk
  • Clear success metric agreed with the business owner
  • Data and integration gaps mapped, with fixes
  • Working prototype on your real process
  • Build plan with cost, timeline and owner

Is this for you?

Good fit

  • You've tried AI and it stalled or nobody uses it
  • You have a repetitive process eating team hours
  • You want results you can measure, not a demo

Not a fit

  • You want AI because competitors have it
  • No one internally will own the process
  • You need a large enterprise platform rollout

Who you work with

I'm Anamarija Škof, a PMP certified program and transformation lead with over a decade of delivery across fintech, insurance and regulated SaaS, including operations leadership roles.

I hold PMI generative AI certifications and work hands on with current agent tooling. My edge is the part most builders skip: requirements, stakeholders and getting people to change how they work.

Find out if your AI idea will survive contact with reality.

45 minutes, free. Bring one process you'd like to automate.

Book a diagnosis