%402x.svg)
A boutique data and AI consultancy for mid-market and enterprise groups across Europe and on the US East Coast. We work on Databricks, Microsoft Fabric, BigQuery, Snowflake, Profisee, Power BI and LangGraph. Delivery is founder-led and most projects run at a fixed price.
Three ways to start, at a fixed fee
Data and AI in a Day: a one-day workshop for your data team, from stakeholder notes to an agent-built pull request.
Financial Analytics assessment: a fixed-price review of your finance data, in four to twelve weeks.
Data and AI audit of a target or portfolio company, in 6 to 12 weeks.
Fees as published on each page.
Results from our programmes in distribution, retail, professional services and manufacturing
The 9x and the 4 days are measured; the 550% and the $3.26M come from business cases. See all case studies · How we work with funds
A governed finance data platform for multi-entity groups, plus Tie-Out, our AI finance warehouse.
An estimated 1,570 person-days of manual finance work a year taken back at a manufacturing group.
Profisee implementation, and MDS migration before SQL Server 2025 removes Master Data Services.
Launches 40% faster and 23% procurement savings at a beverage manufacturer; MDS migrations live in 10 and 12 weeks.
Warehouses and reporting on Databricks, Microsoft Fabric, BigQuery, Snowflake and Power BI, including MicroStrategy migration.
80% less build effort per migrated report, with an agent pipeline.
A one-day workshop and a 90-day path to AI agents in your team's delivery, mapped in The Five Waves.
Effort per high-complexity task down from 8 person-days to 0.5 to 2 at a global food and ingredients manufacturer.
For funds: an audit before signing, use cases priced by return, the build, and exit preparation.
For portfolio companies with USD 20 million to 1 billion of revenue.
Player analytics, game visibility monitoring and a data platform for gaming operators and suppliers.
You talk directly to the people who design the solution.
Every engagement starts with a short, fixed-price assessment. Scope and cost of the build are agreed before it starts.
We hand the solution over to the people who will maintain it, with the knowledge to change it.
Michał Dębski, Co-founder
Managing Director and Solution Architect. 15 years inside complex organisations across Europe and beyond.
Stanisław Szostak, Co-founder
Managing Director and Solution Architect. More than ten years leading BI and data programmes for large international companies.
Free reading and listening
The Five Waves of AI in Data Teams · Finance Analytics Use-Case Catalogue · The State of MDM 2026 · No Hallucinations podcast
A slow close, conflicting master data, a migration deadline or an AI pilot that never shipped. You leave knowing whether a fixed-price assessment makes sense.
