Govern Data, Prove Trust,Accelerate AI WithConfidence

Empower data engineers with AI-first data observability that prevents incidents, accelerates fixes, and highlights the business impact of every issue.

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30%

Less redundant/stale data via automated discovery and cleanup.

3,600

Audit hours saved per year by Year 3 with automated evidence & controls.

175%

ROI over three years from automated policy enforcement & data-access governance.

10x

Faster time-to-data with automated access governance and auditable approvals.

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AI-ready starts with audit-ready data governance.

Engineered for

Governance-Grade Trust

Automate lineage, policy enforcement, and evidence so every dataset is provably compliant, reliable, and AI-ready.

Make governed data visible and reusable across domains

Give every team one trusted view of lineage, data health, SLAs, and ownership, so certified, fit for purpose data is reused.

Help teams build data products and dashboards that get adopted

Embed freshness, data health scores, lineage, and certification in your catalog and BI, so teams instantly reuse reliable, governed datasets.

Accelerate AI, safely and compliantly

AI moves faster when provenance and privacy are default. Lineage, audit trails, and PII policies streamline approvals, reducing surprises significantly.

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Unified, Always-On Data Quality at Scale

  • Automated Quality Rules: Continuously validate freshness, completeness, and accuracy across every dataset.
  • Dynamic Health Scoring: Surface critical issues first using impact weighted always on trust scores.
  • Root Cause Analysis: Trace anomalies to owners, code changes, upstream sources, and timelines.
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Observability UI
Prediction UI

Policy-Driven Governance, Enforced Everywhere

  • Policy as Code : Automate retention, access, and PII controls with versioned, testable rules.
  • Certified Datasets & Ownership: Badge golden datasets, assign stewards, and verify SLAs continuously.
  • Audit-Ready Lineage: Prove field level lineage across changes, access requests, regulatory reports.
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Strengthen Data Integration and System Health

  • Cross-System Lineage Maps: Visualize data movement, dependencies, and potential blast radius instantly.
  • Integration Reliability Monitors: Detect schema drift, late arrivals, and failing connectors before impact.
  • Change Simulation & Safeguards: Simulate changes before deploy; block risky merges and downstream breakages.
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Cost visibility dashboards and data sources UI

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Guided interactive experience for lineage, alerting, and root-cause resolution flow.

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