arqmetrica
About arqmetrica

A decade of European ML practice.

Arqmetrica is an independent AI consultancy founded in 2016. We give European mid-market leaders an honest, measurable view of where their AI investments actually stand — and a clear plan for what to do next.

Our story

Founded in the deep-learning era. Still here in the LLM era.

When Arqmetrica was founded in 2016, the AI conversation was about ResNets and word embeddings. Most of our peers from that period have either pivoted to something else or been acquired. We stayed — through the deep-learning era, through the transformer revolution, through the GPT moment, and into the agentic era of 2026.

That heritage is the work, not the story. We have delivered production ML systems and AI strategy work for European mid-market companies for ten years. 153 corporate clients have completed our programmes. 1,000+ sessions delivered. 100% client retention. The pre-LLM grounding shapes how we approach LLM-era engagements: we treat AI as a discipline with rigour, not a hype cycle to ride.

Why now

In 2026, the AI consultancy market is flooded.

Ten thousand new "AI consultants" appeared after ChatGPT. Most cannot defend a methodology, cannot quantify their advice with peer benchmarks, cannot map their work to the EU AI Act they will be asked about by every CFO this year. Arqmetrica was built differently. The Index is published. The methodology is auditable. The benchmarks are anchored in MIT Sloan/BCG research and continuously refined. We specialise in mid-market — the segment Big Four under-serve and tech-startup consultancies do not understand.

Our principles

Four commitments we hold ourselves to.

Published methodology

Our scoring formula, weights, and dimension rubrics live in our public GitHub. Anyone can audit.

Evidence over opinion

Every recommendation maps to a citable framework or peer-reviewed study. No hand-waving.

EU AI Act-native

We were tracking the Act since draft 2021. Our governance work is calibrated to Articles 5, 9, 10, 13, 14, and 50.

Ethics by design

We do not deploy AI to classify or score individuals. Only companies. Period.

2016
Founded · ten years of European ML practice
153
European companies
1,000+
sessions delivered
100%
client retention
Next step

See how we actually work.