Agents | Data Lineage

Data Lineage. Reasoned and Ready.

The Data Lineage Agent maps and monitors your data flows—autonomously. It traces upstream sources, downstream impact, and hidden dependencies, giving every other agent and stakeholder the context needed to take smarter action.

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Agent’s Core Power. Unleashed.

Where every decision is powered by reliable, self-healing data.

Observe and Visualize
Detect and Diagnose
Enable and Enforce

You + AI,
Working Together

Validate Lineage Mappings
Review automatically generated lineage connections before they influence downstream systems.
Override Graph Updates
Approve or reject lineage graph changes proposed by agents during schema or pipeline updates.
Approve Schema Propagation
Control whether upstream schema changes should cascade downstream or be paused for review.
Flag Gaps or False Dependencies
Manually annotate missing or incorrect lineage links to improve future traceability.
Review Historical Snapshots
Access and verify lineage versions to support audits, impact analysis, or RCA.

Ask the Data Lineage Agent Anything

Planning & Analysis
“What’s downstream of the ‘Customer Revenue’ table?”
“Which assets will break if...
RCA / Investigation
“What caused the schema drift in yesterday’s pipeline run?”
Trace the impact of the failed...
Governance & Compliance
“Show lineage for all tables using PII in Snowflake.”
Highlight lineage changes...
Explore the Agent Network

Lineage That Drives Decisions

Turn your metadata into a reasoning engine.

From
Static, out-of-date lineage diagrams
Manual RCA across tools
Blind change propagation
To
Real-time, auto-updated visual lineage
Root cause traced instantly using impact graphs
Safe schema updates with full dependency awareness

Data Lineage Agent in Action

Powered by the xLake Reasoning Engine, the Lineage Agent continuously synchronizes metadata and behavior across data systems

Map
Scan systems for upstream/downstream relationships.
Monitor
Detect schema, logic, and volume changes in pipelines.
Diagnose
Analyze lineage drift or broken data flows.
Propagate
Share context with other agents for RCA and resolution.
HITL:
Validate Anomalies
Log
Persist lineage views and actions for audits and training.
HITL:
Approve Remediation

Enterprise Outcomes, Realized

“ADM’s planning reduced data downtime by 50% and quality incidents by 80%. Our team now focuses on strategy, not reactive cleanup.”

- Data Lead, Fortune 500 Financial Enterprise

Got Questions? Get Clarity

Q1: How is this different from other lineage tools?

Most lineage maps are static. This agent maintains a living, real-time view and fuels intelligent actions across ADM.

Q2: Can I customize what gets tracked?

Yes. Choose which systems, schemas, or transformations to monitor. Agents can adapt based on platform and policy.

Q3: Can it power audits?

Absolutely. Lineage logs include who made changes, what changed, and which downstream assets were impacted.

Q4: How does it interact with other agents?

It provides context to Data Quality, Compliance, and Cost agents—enabling proactive fixes and policy enforcement.

Q5: Is the lineage map accessible to business users?

Yes. The Business Notebook simplifies complex flows into plain-language summaries and explorable visuals.

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