Consulting services

Strategic Data and AI Advisory

Strategic Data and AI Advisory for Larger Companies

15+ years on data projects, migrations and AI systems for DHL, KBC, ING, Volvo, O2 and others — now helping companies separate real data and AI opportunities from marketing noise.

Free 30-min consultation

Why now

The AI hype has one result: companies have more questions than answers, vendors promise the moon and reality lies elsewhere — in the data you already have and the processes that are missing.

The typical situation:

  • Experimenting without clear goals
    PoC after PoC, but nothing made it to production.
  • The tech team sees opportunities, leadership sees risks
    Nobody agrees on anything.
  • Vendors promise turnkey solutions
    Then you find out they're learning how AI works on your dime.
  • You have data but no roadmap
    You know data should work for your business, but you don't know where to start.

What you need is someone with real-world experience who can translate data and AI into ROI — and say "this doesn't make sense" regardless of the trend.

That's exactly what we do.

How we work

Three phases. Each with a clear deliverable and a clear next step.

Phase 1 — Assessment

We analyze the current state: data, processes, infrastructure, team.
Deliverable: a clear view of strengths, gaps and quick wins. No 100-page presentations — concrete findings you can act on immediately.

Phase 2 — Roadmap

Based on the assessment we design a prioritized roadmap. What to do first, what to wait on, what not to do at all. Every step with estimated ROI, cost and risk.

Phase 3 — Implementation Support and Mentoring

We help with technology selection, architecture design, team setup. Mentoring for both technical and business leaders. We stay in regular contact and track progress — we don't wait for a "project review" three months down the line.

Experience

Lubo

Lubo, founder

15+ years with data and AI — from data migrations and ETL through governance to generative AI. Not a theorist, not a consultant with certificates, but someone who built data systems for companies where a mistake costs millions. Filter between hype and reality.

  • EU AI Factory
    Selected for competitive EU programme, testing and integration of 15+ open-source AI models.
  • KBC Group
    Data Governance & Compliance Lead, unified multi-tenant platform for regulatory reporting, governance framework.
  • DHL
    Multiple engagements, from ETL architecture to global pricing platform.
  • ING & ABN AMRO
    Post-merger data integration, zero-defect go-live migrating millions of retail customers.
  • Volvo Cars
    ETL Lead, enterprise data warehouse migration from Oracle to Teradata.
  • Teradata
    Architectural redesign, significant reduction in operating costs.
  • vivi.red
    Generative AI for performance marketing: T2I, I2V, TTS, automation.
  • Independent of technologies and vendors
    We don't recommend a product to sell it. We recommend what makes sense for your situation.

We don't claim to have all the answers. But we can tell what's realistic, what's possible, and what's just noise. And we say it clearly.

Book a Free Consultation

This is for you if

  • You lead a team or company and figure out how to use data and AI
  • You need someone who translates technical possibilities into business results
  • You're looking for independent advisory, not a vendor sales pitch

Not for you if

  • You're looking for a turnkey solution — we do tailored advisory
  • You don't want to hear that something doesn't make sense — we say things straight

Book a consultation.

Free 30-min consultation

Copyright © 2026, Colorbee, s.r.o.

Web by KodingKitty