Getting you AI Ready
Data Governance and AI Readiness Consulting
Refined Digital Insight helps organizations govern their data, mature their data products, and prepare for AI, using the Collibra governance platform and our Data Product Maturity Framework.
- Collibra partner
- Public-sector buy on Carahsoft
- Offices in Toronto, Ontario

Announcements
Refined Digital Insight (RDI-Data) is proud to announce a strategic registered partnership with Anthropic, the AI safety company behind Claude. This collaboration brings together RDI's deep expertise in semantic data modelling and Collibra-powered data governance with Claude's industry-leading reasoning capabilities — giving enterprise clients a trusted, governed path to AI enablement. By grounding Claude in your organization's catalogued metadata, business vocabulary, and data ownership structures, RDI eliminates the guesswork from AI adoption and ensures every AI-generated insight is auditable, compliant, and aligned to your data strategy. Whether you are just beginning your AI Readiness journey or scaling toward full Data Product Maturity, this partnership delivers the semantic foundation your AI needs to perform — and the governance framework your organization requires to trust it.
Our services
RDI’s services cover the data governance journey, from setting up a governance program to preparing for AI and turning data into revenue. Customers get a clear starting point, governed and trusted data, less manual effort, and a plan that moves them up the maturity model. Explore all of our available services.
Starting Out
Data Intelligence Startup and Health Check: a structured assessment and governance framework, followed by quarterly health checks that help keep your plan on track.
Preparing for AI
AI Readiness Plan and Enablement: an AI ecosystem maturity assessment and a business-driven roadmap, delivered in about nine weeks, with an annual refresh included.
Data into revenue
Data Product Opportunity Analytics: analysis that identifies and prioritizes where data products can drive revenue and efficiency in your organization, plus a monetization dashboard.
Running Program
Collibra Managed Services: ongoing operation of your Collibra platform, with daily operations, weekly reviews, monthly maintenance, quarterly audits, and annual planning, in three tiers.
Built on the Data Product Maturity Model (DPMM)
Every engagement is anchored in the DPMM. It gives organizations a shared reference point across four domains: data foundations and governance, data engineering and infrastructure, analytics and intelligent insights, and security, privacy, and ethics.
The model describes four maturity levels, from reactive data management to an integrated data strategy in which data drives innovation and new revenue. Each level is a concrete step, so you can see where you are today and what the next level requires.
Read the full DPMM overview to see the levels and how we apply them in practice, or download the Get AI Ready whitepaper for the AI perspective.