Trusted data: governance, quality and MDM for Saudi enterprises

Every organisation wants AI, analytics, and a single view of the customer — and almost all hit the same wall: the data underneath is scattered, duplicated, inconsistent, and ungoverned. Before the exciting layer works, you need a trusted data foundation — and that's a discipline, not a tool you switch on.

What a trusted data foundation actually requires

Four capabilities, working together:

• Data integration — bring data together from every source (cloud, on-prem, SaaS) reliably and at scale.
• Data quality — profile, cleanse, and standardise so the data is actually correct, and keep watching it (observability) so it stays that way.
• Master Data Management (MDM) — resolve duplicates into a single, golden record (one customer, one product), so "360-degree view" is real, not aspirational.
• Governance, catalog & privacy — know what data you have, who can use it, where it lives, and prove it's handled to policy.

Modern platforms add AI automation (e.g. CLAIRE) to do much of the heavy lifting — classifying, matching, and cataloguing data that teams used to wrangle by hand.

Why this is a compliance issue in the Kingdom

In Saudi Arabia, data governance isn't only good practice — it intersects directly with the NCA controls and, for financial institutions, SAMA: data classification, residency, access control, and the ability to evidence how data is handled. A governed data platform is how you satisfy those expectations and unlock analytics and AI at the same time. See the NCA & SAMA compliance guide.

A practical path

1. Catalog and classify — you can't govern or trust what you can't see.
2. Integrate the priority sources into one managed platform.
3. Cleanse and master the data that matters most (customers, products, suppliers).
4. Govern and protect — policy, access, privacy, residency — with evidence.
5. Operate and democratise — trusted data, observed and shared safely to the teams and AI that need it.

How Apex Aether helps

Apex Aether builds your data foundation on Informatica's Intelligent Data Management Cloud (IDMC) — data integration and engineering, data quality and observability, Master Data Management, governance, cataloging, and privacy, with CLAIRE AI automating the heavy lifting. We integrate and cleanse your data, master it into trusted views, govern it for compliance with data residency built in, and hand over a documented, AI-ready platform — owned by you. It underpins secure cloud analytics and AI.

Explore the detail: Data Management & Governance services · Apex & Informatica partnership. Can your teams trust their data? Talk to an engineer →