Prevent Incidents In-Motion
and Resolve Issues in 3-Clicks
Full-stack observability in-motion, with actionable lineage and context – for Spark and Lakehouse pipelines
Pipeline Observability In Action
See how definity helps you detect pipeline issues in real time and resolve them in minutes with full context and lineage.
Real-Time Pipeline Observability,
with Full-Stack Context and Intelligent RCA
In-Motion Execution Monitoring
Real-time execution visibility
Monitor jobs and transformations inline, in run-time - not after-the-fact.
Pre-run input validation
Check input data and job parameters before pipelines even run.
Run-time anomaly detection
Catch data, job, or schema issues before SLAs are breached or bad output is written.
Automatic run preemptions
Stop problematic jobs mid-run to prevent wasted runs and downstream impact.
360° Proactive Observability
Monitor everything, in one place
Monitor jobs execution, data quality, infra utilization, and cost across the entire stack.
Broad out-of-the-box coverage
Track SLAs, freshness, distribution, schema, code/env changes, and more.
AI-powered anomaly detection
Pinpoint issues out-of-the-box, without manual configurations or static rules.
Actionable Root-Cause Analysis
Automated data+job lineage
Column-level lineage connecting datasets and transformations – for E2E data flow visibility.
Contextualized job execution
Correlate runs, transformations, code, env, and data into a unified holistic view.
3-click root-cause
Go from alert to insight in seconds – no log-diving, just actionable UI.
Real Results, Fast
How It Works?
Deploy Centrally
Instrument in <15 minutes with zero code changes – no developer action required.
Monitor in Run-Time
Monitor data, jobs, and infra inline with execution and catch issues before they propagate.
Resolve in Minutes
Root-cause issues in 3-clicks with actionable context, lineage, and insights.
Instrument in <15 minutes and standardize observability across the platform in week-1 Central installation. Zero code changes. On-prem or cloud.
Learn more how definity enables data engineers to proactively monitor, detect, and prevent data & job issues, in real-time, out-of-the-box.
Ready to stop firefighting
and shift to proactive observability?
Monitor and debug pipelines in-motion, with full context and zero code changes.