Data Governance & Metadata Management
As data estates grow across more systems and teams, the same questions keep coming up unanswered: where did this number come from, who owns this dataset, can we actually trust it, and are we allowed to use it this way. This service builds a data governance and metadata management framework — a catalog of what data exists and where, lineage tracking showing how it moves and transforms, ownership assignment, and quality-control checks — so your organization can actually answer those questions instead of relying on institutional memory that leaves when people do. We tailor the framework to the compliance and audit requirements your industry actually has, rather than implementing generic governance theater nobody follows. It solves the risk and inefficiency of an enterprise data estate nobody can fully account for, which becomes a serious liability the moment a regulator, auditor, or major incident asks hard questions about it.
How We’d Approach This
A clear, staged plan — not a black box
- 1
Inventory your current data estate — systems, datasets, and existing (or missing) ownership — and identify the compliance requirements that actually apply
- 2
Pilot the catalog and lineage tooling against one high-priority domain, validating that lineage tracking reflects how data actually flows
- 3
Review governance policies and quality rules with data owners to make sure they're enforceable, not just aspirational
- 4
Roll out the governance framework across the full data estate with assigned ownership, quality dashboards, and an audit-ready documentation trail
What You Get
Deliverables from this engagement
- Data catalog documenting datasets, ownership, and definitions
- Lineage tracking showing how data moves and transforms across systems
- Documented quality-control rules and governance policies
- Audit-ready documentation trail for compliance and regulatory review
Six Ways We Could Architect This
Different engagement, different build — pick the shape that fits
There’s more than one way to deliver on this service. Browse a few of the ways we’d structure the work, depending on your speed, budget, and integration needs.
Ready to get started?
Tell us what you’re trying to get done and we’ll help you find the highest-leverage place to start — scoped small enough to prove itself before you commit to anything bigger.
Talk to us about Data Governance & Metadata ManagementMost engagements like this start as a $500–$2,500 pilot — see full pricing.