Analytics Consulting · Edinburgh, UK
We build the data foundation that makes reporting clear and AI tools actually work. Power BI, Tableau, SQL, Excel, and AI integration. Fixed price. Plain English.
Platforms and tools
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
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.
Outcomes
Agreed KPI definitions and consistent dashboards so finance, operations, and leadership read from the same page.
SQL-powered data models and automated workflows that refresh reliably with no manual exports and no spreadsheet patching.
Once your data is clean and structured, Copilot, predictive models, and automated insight summaries work as promised.
How we work
We look at your reports, tools, and data sources then give an honest recommendation before any work begins.
A written proposal with a fixed price, clear timeline, and agreed deliverables. No hidden fees.
Data clean-up, modelling, dashboard build, and automation setup with structured check-ins throughout.
Walkthrough, documentation, and optional ongoing support so everything keeps working after delivery.
Client feedback
“We went from spending three hours on month-end reporting to about fifteen minutes. The dashboard shows exactly what we need and nothing we do not.”
Operations Manager
Edinburgh logistics company
“Collins took the time to understand what our business actually needed before building anything. The KPI definitions alone were worth the engagement. We had never agreed them properly before.”
Managing Director
Scottish professional services firm
“We had four different versions of the same sales figure depending on who you asked. Now there is one number, everyone trusts it, and meetings actually move forward.”
Finance Director
UK retail SME
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
