Data Quality Agent | Automate Validation, Scoring & Compliance

Releasing: Decision Intelligence for Enterprises #2025

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Agent’s Core Power. Unlocked.

Where autonomous detection meets governed intelligence — ensuring reliability from source to decision

Detect with Precision

Automatically identify anomalies, schema drifts, and incomplete records across data pipelines before they cause disruptions

By leveraging advanced machine learning models, the system not only detects issues early but also prioritizes them based on their potential impact, ensuring that your team focuses on the most critical problems first

Diagnose in Context

Correlate errors with lineage, dependencies, and operational metadata to pinpoint causes instantly

Remediate with Intelligence

Trigger targeted fixes, enforce quality policies, and learn from every correction to prevent recurrences

Human-in-the-Loop Confidence

Collaborate with your Data Quality Agent to validate, override, and fine-tune actions in real time

Validate Anomalies

Review issues before automated remediation runs

Review potential anomalies before automated remediation is executed. This step ensures that any outliers or discrepancies are assessed for accuracy, reducing the risk of false positives or missed issues

Monitor Pipelines in Real Time

Scan batch jobs and data flows to detect duplication, drift, or delay

Trace Data Lineage

Visualize how data moves and changes across systems to uncover dependencies

Analyze Root Causes

Identify whether quality drops stem from upstream schema changes, broken transformations, or ingestion issues

Auto-Heal and Report

Remediate errors automatically, reprocess only affected data, and document every action for compliance

Intelligent Data Quality in Action

The Data Quality Agent automates validation, detects anomalies, and enforces standards — keeping enterprise data clean, compliant, and ready for action

Data Pipeline Monitoring

Continuously assess data flow integrity across all ETL and integration systems

Compliance Auditing

Automate quality checks and ensure adherence to data regulations

Customer Data Accuracy

Maintain clean, consistent customer information across CRMs and applications

Data Pipeline Monitoring

Continuously assess data flow integrity across all ETL and integration systems

Error Detection: Detect errors and schema mismatches in real time
Data Protection: Prevent bad data from reaching downstream analytics

Compliance Auditing

Automate quality checks and ensure adherence to data regulations

Compliance Validation: Validate PII and sensitive fields for GDPR and HIPAA compliance
Audit Reporting: Generate audit-ready quality and lineage reports instantly

Customer Data Accuracy

Maintain clean, consistent customer information across CRMs and applications

Data Cleansing: Identify duplicates and missing values automatically
Data Standardization: Standardize data formats for unified customer profiles

Data Quality. Powered by Intelligence

Build Trust With Industry Leading Partners

Agent’s Core Power. Unlocked.

Detect with Precision

Diagnose in Context

Remediate with Intelligence

Human-in-the-Loop Confidence

Validate Anomalies

Override Policies

Approve Root Causes

Prevent Recurrence

Audit Decisions

Fine-Tune Models

Decision Validation

How the Data Quality Agent Works

Monitor Pipelines in Real Time

Trace Data Lineage

Analyze Root Causes

Auto-Heal and Report

Get started with ElixirData in just a few steps — no complex setup required.

Intelligent Data Quality in Action

Data Pipeline Monitoring

Compliance Auditing

Customer Data Accuracy

Data Pipeline Monitoring

Compliance Auditing

Customer Data Accuracy

Build Reliable, Explainable, and High-Quality Data Ecosystems with ElixirData

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