Dependable Data Governance & Lineage
Before
Guesswork & Gaps
After
Clarity: On-Demand
TRUST & COMPLIANCE
Governance by Design
Automation turns builds into living and breathing metadata: that means all of your docs, lineage, impact and controls all show up by default – not as extra busy work that will need completing at a later date.
End-to-End Lineage
Trace every column, from source to report. See dependencies, owners and run history to answer audits & ensure trust. Import catalogs from Microsoft Purview into 3D for design comparison.
Instant Documentation
One click yields complete always-current docs for models, mappings, jobs, schedules and change history. Hyperlinked detail down to code and structures keeps teams aligned and regulators satisfied.
Impact You Can Trust
See what will break before you deploy. Visual diffs show differences between versions; ripple analysis highlights downstream tables, reports and teams. Plan changes confidently and cut regression rework.
Policy in the Pipeline
Templates enforce naming, masking, retention & modeling standards (e.g. stars, 3NF, Data Vault). CI/CD and scheduling creates verifiable audit trails. Use the same patterns on Fabric, Databricks, SQL Server & more.
PROVEN OUTCOMES
Governance Wins That Fit
Two common ways teams see value fast: all without adding headcount or more tools to manage.
Audit-Ready in Days
Finance and regulated teams auto-generate lineage, documentation and change history as they build. Answer auditors with clickable proof, show how a figure was produced and demonstrate controls via repeatable deployments. Align terms by importing Purview catalogs, then surface new assets when Purview scans the warehouse.
Explainable AI
Curate training data with traceable lineage to source, masking and retention rules by pattern, and consistent pipelines across platforms. When a model drifts or a regulator asks “why?”, track features back to the raw systems, see exactly who changed what and when: then you can regenerate jobs with complete confidence.