Lightup Data Quality and Data Observability

Ensure reliable data for business-critical analytics and AI workloads across cloud, hybrid, and on-premises systems by proactively monitoring data health with automated Data Quality checks, AI-driven anomaly detection, and real-time incident alerts.

Data Quality and Data Observability for Structured and Unstructured Data

Whether monitoring structured tabular data for business intelligence (BI) and analytics, or unstructured data in documents for GenAI and LLM applications, Lightup’s Data Quality and Observability solutions are best for enterprises focused on:

Automating and scaling business-oriented data validations to eliminate inefficient manual processes.
Accelerating their data journey by migrating from legacy solutions to a modern Data Quality and Observability platform.
Democratizing Data Quality by removing technical barriers to ensure successful enterprise adoption.

On-demand Webinar: "What's New in Lightup?"

Data Quality Automation,
Within Your Control.

Plug-and-go automated Data Quality solutions may improve some data issues quickly and easily. The reality? Some of the top Data Quality vendors rely on black box systems that lack the flexibility and control required to create business-driven Data Quality rules, aligned with your business processes.

If you’re serious about solving enterprise Data Quality issues at scale, you’ll need a flexible system like Lightup with zero-config metrics, a no-code rule builder, and a full SQL interface for custom checks with complex business logic.

Powered by AI, Lightup Data Quality and Observability keeps up with your evolving business processes and data models, offering copilot control and flexibility to modify on the fly.

No-Code Rule Builder

Enable Self-Service Data Quality

Monitor and Detect

Find Data Outliers with AI-Based Anomaly Detection

Monitor and detect out-of-bounds metrics, triggering Incidents in Lightup.
Train Anomaly Detection models on historical data in minutes, not weeks.
Add supervised training to Anomaly Detection models to fine-tune accuracy.
Adjust detection settings, preview rules, and backtest for criteria configuration.

Data Quality Alerts

Know When Data Breaks, Before People Complain

Get Data Quality incident alerts through email, Slack, PagerDuty, MS Teams, and more.

Drill into linked Data Quality Incidents for detailed analysis and further investigation.

Reduce MTTA for critical incidents to resolve issues before downstream escalation.

Key Benefits

Customize Deep Data Checks

Deploy basic to complex custom deep Data Quality checks with business-specific requirements on actual data content, not just metadata.

Democratize Data Quality

Democratize no-code Data Quality checks to enable business users to write their own checks — without relying on engineers or learning a proprietary rule engine.

Scale Across Enterprise Data

Scale Data Quality checks across huge data volumes with Lightup’s efficient pushdown SQL queries, without choking system performance.

Increase Productivity

Replace legacy manual checks with prebuilt automated checks, accelerating rule authoring workflows for higher productivity.

Data Quality and Observability Success Framework

Enterprise-First with Personalized Service

At Lightup, we understand the unique challenges and complexities of implementing Data Quality and Observability at enterprise scale. By partnering closely with Fortune 500 companies, we’ve optimized our enterprise-first delivery framework, team structure, and processes to make you successful from day one.

Data Quality and Data Observability is a team sport, and we democratize our approach to ensure everyone has a seat at the table.

We believe Data Quality and Observability requires deep metrics, aligned with your business process — there’s no one-size-fits-all solution.

We know enterprise environments have distinct requirements, and we’re committed to exceeding your expectations by including personalized professional services that can be expanded based on your needs.

We believe Data Quality and Observability requires deep metrics, aligned with your business process — there’s no one-size-fits-all solution.

That’s why we emphasize the importance of knowing your business inside and out and involving the right people.

Our workflows are designed to accommodate different personas and roles within your organization, ensuring that everyone has the tools and resources they need to contribute to your success. And when you need guidance or best practices, our dedicated team is here to support you every step of the way.