Managed Data Products
Your key data checked every day: fresh before the report opens, correct after every refresh, and rolled back when a bad load gets through.
Your key data checked every day: fresh before the report opens, correct after every refresh, and rolled back when a bad load gets through.
Problem
Somebody builds the pipeline. Data Governance controls who may use what comes out of it. Nobody watches whether the numbers are right this morning. Managed Data Products does. It checks every day that your key data is fresh and correct before anyone relies on it.
Approach
Managed Data Foundation answers whether the platform is up. Managed Data Governance answers who may use the data and what it costs. Managed Data Products answers the question your business actually asks. Built on the platform's own job and quality telemetry (Glue and Step Functions on AWS, Fabric pipelines and Data Factory on Azure) with lineage exported over OpenLineage, so it also covers pipelines we didn't build.
Each data product checked against its agreed refresh time, with an alert before the business opens the report.
Row counts, null rates and source schema changes that break things silently.
The rules from your governance model, run on every refresh, with a scorecard per product.
Spend per data product run, fed straight into Data FinOps.
Data incidents handled through the Cloud² service desk, same as any other workload.
A bad load rolled back to the last known-good snapshot with Iceberg or Delta time travel, then reprocessed. Tested once at onboarding against a deliberately bad load.
What It Costs
This is the one layer whose cost grows with what you run, so it is the one layer priced per unit. A data product is one published dataset with an owner, a contract and a refresh schedule. Not a table, not a pipeline step.
From €50
Freshness, drift, quality, cost per refresh, incidents and recovery.
4
Available in every tier, billed per unit.
Covered
OpenLineage export means the pipeline's origin doesn't matter.
FAQ
Explore More
A secured data platform in your own cloud on AWS or Microsoft Fabric, with access rules taken from your governance model and one of your sources flowing. Typically within one to two weeks.
Your data rules kept current: a live catalogue with owners, access reviews, quality scorecards, GDPR records and costs tied to teams.
Numbers everyone trusts. Clear ownership of your data, personal data under control, and reports that are right every morning. We set it up with you and run it for you.
Let's discuss how Cloud2's Managed Data Products service can help you achieve your goals.
