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Data and AI consultancy in Edinburgh
We clean and model your spreadsheets, then build the Power BI dashboards and AI tools on top. Fixed price, plain English.
What we do
The AI era exposes weak data.
Copilot, ChatGPT, and every AI tool your team wants to use runs on your data. If that data is scattered, inconsistent, or stuck in spreadsheets, the AI fails. We fix the foundation first.
Growing SMEs
Operations teams
Leadership and finance
What we deliver
For cafes and hospitality, independent retail and professional services: the businesses that run on spreadsheets today.
KPI-first dashboards in Power BI or Tableau with a clean data model, agreed definitions, and a structured handover.
Standardise your sources and build a reliable data model so reporting refreshes without manual intervention.
Eliminate manual exports and copy-paste workflows. Automate data flows so your team focuses on insight.
Define what to track, how to calculate it, and which tools fit your setup before any build begins.
Maintenance, KPI additions, and automation updates so everything stays useful long after handover.
Connect AI tools to your clean, structured data. Copilot, OpenAI-powered summaries, predictive trend lines, and anomaly detection built into your existing dashboards.
The low-risk first step
Run the free Health Check, then let Collins look at the file properly. You get a written plan you can act on yourself, with or without us.
Run the free Health Check, or get the £49 expert report on your own file.
A written proposal with one price, a timeline and clear deliverables. The £49 comes off it.
Clean-up, data model, dashboards and automation, with check-ins throughout.
Walkthrough, documentation and optional monthly support after delivery.
Most dashboard builds start at £750, agreed in writing before any work begins. View pricing
Live platform
Instead of screenshots, we built our own. A complete analytics platform, raw sensor feed through data quality rules, modelling and machine learning to board-level economics, running on synthetic data.
Filter it. Sort it. Check the numbers against the stated method, including the limitations we chose to publish.
Transport · Public sector
Scotland ITS network performance
Synthetic demonstration data. Not client data, and not Transport Scotland data.
Founding client programme
Collinalitics is a new, founder led consultancy. Instead of showing you reviews we cannot stand behind, we are offering 3 UK businesses a founding client place: the full service at a reduced fixed price, in exchange for an honest case study when the work is done.
Applies to dashboard builds and the AI Readiness Sprint. Same scope, same quality.
Kept small so every founding client gets the founder's full attention.
Your case study is only published with your sign off, and can be anonymised.
MSc Mathematics and Data Science
University of Stirling
Public sector data experience
Reporting where accuracy and governance matter
Live public data demo
Scotland transport network, built end to end
Start here
Whether you need a Power BI dashboard, a clean data model, reporting automation, or AI tools connected to your data, we scope it clearly and deliver in plain English.
No obligation · Edinburgh based · SME specialists