Lightup.ai

Categories: Data Analysis, Automation / Agents, Business & Sales | Pricing: Enterprise | Official Website ↗

Lightup.ai is an AI-powered data observability platform that monitors, detects, diagnoses, and helps resolve data quality issues across the entire data stack.

Lightup.ai provides enterprise-grade data observability, continuously monitoring and validating production data pipelines. It leverages AI anomaly detection and agentic interfaces to ensure data quality and availability at scale, helping businesses make reliable decisions.

Key Features

AI Anomaly Detection
Sliced Metrics Dashboards
Data Lineage
Data Reconciliation
Data Remediation
Genie (Beta) Zero-Config Auto Metrics
Unstructured Data Quality

Pros

AI-powered anomaly detection for data quality
Agentic interfaces for native integration (Claude, Gemini)
Scalable and continuous data pipeline monitoring
Helps resolve data issues across the data stack
Provides enterprise-wide data observability

Cons

Pricing details not immediately transparent
Requires integration with existing data infrastructure
May have a learning curve for complex features
Focuses on enterprise, potentially less suitable for small teams

Use Cases

Monitoring data quality in production pipelines
Detecting and diagnosing data anomalies
Ensuring data reliability for business intelligence
Streamlining data quality checks at scale
Improving data governance and compliance

Best For

Enterprises with complex data pipelines
Data engineers and data quality teams
Organizations needing continuous data validation
Businesses reliant on high-quality data for decisions

Integrations: Alation, Collibra, Databricks, Dremio, ksqlDB, PagerDuty, Claude, Gemini

Platforms: web, api

Watch demo on YouTube ↗

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