For data teams
Why we start with bronze, silver and gold
This page is for analysts and IT leads. It explains how we judge whether your data is ready for AI.
Book a free AI assessment call- Social housing
- Housing contractors
- Facilities management
- Estate & letting agencies
- Aquaculture
- Conveyancing
- Retail manufacturing
Bronze · Raw
Data exactly as it arrives: system exports, spreadsheets, PDFs and emails. Complete, but messy. AI built here gives confident wrong answers.
Silver · Cleaned
The same data checked, corrected, de-duplicated and joined up, so a property, customer or job means the same thing everywhere.
Gold · Business-ready
Trusted measures and tables the business uses. One version of the truth for reports, regulators and AI.
01
Where AI sits
Assistants, automation and analytics should read from gold, and from silver where the rules are clear. That keeps answers traceable and governance simple.
02
Any platform
The pattern works on whatever you run: Microsoft, Google, AWS, Databricks, Snowflake or a well-organised database. We assess your estate as it is.
03
How the audit uses it
Each key dataset is placed on the bronze → silver → gold scale, so your executives see in one picture how far you are from AI-ready, and what to fix first.
Before you buy more AI, find out where it pays.
Start with a free AI assessment call. We'll talk through your priorities and tell you honestly whether the audit is right for you.
Book a free AI assessment call