Databricks

AI-Powered Data Trust Layer for Databricks

Enforce AI-Powered Data Quality Across Unity Catalog, Seamlessly and Without Code

How Data Copilot integrates with Databricks

Zyrix Data Copilot seamlessly integrates with Databricks Lakehouse via APIs and ODBC drivers, with no agents, no manual deployment. Once connected, it activates intelligent, autonomous data quality enforcement at scale.

Intelligent Data Profiling

Automatically profile datasets in your Lakehouse to detect issues across key data quality dimensions, including schema conformity, completeness, uniqueness, and distribution integrity without writing a single query.

DQ Rule Enforcement

Apply no code data quality checks directly on Unity Catalog managed tables. Enforce policies across environments to ensure data reliability from ingestion to consumption.

Real-Time Monitoring

Track changes to Unity Catalog managed tables in near real-time. Gain deep observability into operational health without relying on reactive alerts.

Delta Lake Anomaly Detection

Continuously monitor Delta Lake transactions to surface outliers, inconsistencies, and silent corruptions before downstream analytics are affected.

Built for Databricks

Native Integration via Databricks APIs and ODBC
Scale coverage without extra resources
Requires a valid Zyrix DQG license and Databricks account

How Zyrix Complements Databricks

While Databricks provides the foundation, Data Copilot delivers the intelligence your data teams need for complete trust and quality assurance

What You Get with Databricks	What Zyrix Adds
Data compute + storage engine	AI-based data trust enforcement
Unity Catalog for governance	Rule execution + anomaly insight
Delta Lake format	Natural language interaction with your data for actionable insights

Zyrix isn’t another observability dashboard or metrics layer

It’s your intelligent monitoring and enforcement engine, purpose-built for continuous quality, AI-driven insights, and compliance-ready data:

Continuous Data Quality
AI-Driven Anomaly Detection

Compliance-Ready Data
NLP interface for business insights on your data

Zyrix Data Copilot is the AI-powered Data Trust Layer for Databricks.

Use Cases Across the Lakehouse

Comprehensive data trust from ingestion to consumption

Validate and enforce rules on critical Delta tables
Auto-profile new datasets and ingestion pipelines
Detect drift and anomalies before BI dashboards fail
Monitor freshness, completeness, and conformity in Unity Catalog
Establish data trust across ingestion, transformation, and ML layers

Trusted by Teams Across Industries

Purpose-built for data teams who demand enterprise-grade trust and quality in their Databricks environment

Data Engineers

Intelligent monitoring without manual rule scripting. Focus on building, not debugging data quality issues.

Platform Teams

Unify trust enforcement across multiple Databricks workspaces with centralized governance and control.

Data Leaders

Drive quality, observability, and compliance at scale with enterprise-grade data trust solutions.

Ready to Operationalize Data Trust in Your Lakehouse?

Start your 14-day free trial of Zyrix Data Copilot for Databricks

Request Demo