Data & AI Governance
Assess your AI readiness, define ownership and policy, and build the data foundations that make AI trustworthy — and keep you compliant as the bar rises.
What we deliver
The question we hear most often isn’t “should we invest in AI?” — it’s “is our data actually good enough, and who’s responsible when something goes wrong?” As a data governance consulting team, we build the foundations to execute with confidence — making sure AI initiatives don’t outrun the controls around them as Australian regulators raise the bar.
Data & AI strategy
Stakeholder-led strategy covering governance, platform and AI — current state assessment, prioritised opportunities and a pragmatic roadmap with business case.
Responsible AI & AI governance
Policies, accountability structures and controls for AI in production — covering model risk, data privacy, bias, explainability and automated decision-making, aligned to the Australian AI Ethics Framework and local regulatory obligations.
Data governance frameworks
Data dictionaries, lineage, ownership structures, quality standards and medallion frameworks — the governance layer that makes AI initiatives reliable, auditable and defensible.
Data quality programs
Critical data element definition, validation infrastructure and ongoing monitoring — built using Great Expectations, KADA and dbt tests to enforce quality at source, not just document it.
Case studies
AI Clinical Assistant for a Healthcare & Education Provider
Industry: Health & Education
EdgeRed built a production-grade clinical AI assistant for an Australian healthcare organisation — designed to give practitioners instant access to accurate, governed clinical knowledge, in a regulated environment where the cost of a wrong answer is measured in patient safety.
Data Platform & AI-Ready Transformation
Industry: Technology & Software
EdgeRed delivered a full data platform transformation for a SaaS business — from legacy system to modern cloud data warehouse, with a data governance framework and data strategy built in from the ground up — giving the business the foundation to run advanced analytics and AI initiatives.
Data Governance Consulting Services in Australia
AI Readiness Assessment
What it is
A fixed-price 1–2 week engagement that gives you a clear, honest picture of where your organisation sits on the AI readiness curve — and what governance foundations you need before moving forward with confidence.
What you get
- Current state assessment across data maturity, infrastructure, governance and team capability
- Prioritised opportunity map — the 3–5 AI initiatives most likely to deliver commercial impact
- A phased roadmap with defined quick wins and longer-term initiatives
- A business case framework to support internal investment decisions
Who it's for
Leadership teams exploring AI but unsure where to start · Organisations that have tried AI projects that didn’t deliver · Businesses preparing a board or executive case for data and AI investment
How it works
- Stakeholder interviews and workshops across your data, technology and business teams
- Current state review of your data infrastructure, tooling and existing capabilities
- Structured output delivered as a clear, actionable document
Not sure where to start?
Tell us what you’re trying to solve — we’ll be straight with you about whether we can help and what it would take.
