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DEV / Data Science & AIEmployee-Facing

Data Quality Agent

Data Governance Lead
Operational

"Validates data pipeline outputs; flags schema changes or anomalies."

Pipeline Health

Model DriftNegligible
Success Rate99.4%
Latency120ms
Cost/Op$0.002

Strategic Objectives

  • Ensure reliable reporting data
  • Maintain data lineage

Key Result Indicators (KPIs)

Target KPIData uptime
Target KPISchema violation count

Input/Output Pipeline

Modular Inputs

Database schemasETL logsRaw event streams
Processing Layer

Self-optimizing transformer pipeline with RAG capabilities and cross-departmental data access.

Defined Outputs

Validation reportsStakeholder data alerts

Collaboration Matrix

Data Engineers
Analytics Team