Accelerate And Secure Code Delivery
with
Agentic Validation

Seamlessly validate data reliability and pipeline performance before deployments to production

Get a Personalized Cost Saving Estimate

Effortless Spark Optimization for Immediate Cost Savings

Tired of digging into Spark UI and fumbling to know where to start?
With definity, Spark performance can be seamlessly monitored and contextualized, so optimization is simplified and automated. Optimize your Spark jobs in minutes, avoid fire-drills, and start saving your organization hundreds of thousands of dollars!

Deploy Code with Confidence,
with Seamless Validation in CI

Proactively Ensure Reliability

Test Pre-Deployment

De-risk deployments and proactively prevent data incidents, performance degradations, increased costs, and vulnerabilities.

Test on Real Data

Provide real-life full protection, avoiding partial protection of testing sampled data or static code analysis.

Automatically Validate Every Change

Out-of-the-Box Profiling

Automatically create deep behavior baselines for code versions without manual configuration or implementing heavy metric collection infra.

Seamless Simulation

Auto simulate release candidate run in staging, reducing significant validation setup time.

Easily Resolve Issues Before Deployment

Deep Behavior Analysis

Detect behavior changes holistically, across data quality, execution performance, lineage & schema, and environment parameters.

Intelligent Detection

Automatically pinpoint behavior changes and proactively uncover potential issues.

Actionable RCA

Root-cause issues in just a few clicks, with intuitive linkage to code changes, lineage, and environment changes.

Enterprise impact

Real Results, Fast

40-60%

faster platform upgrades, migrations and ongoing deployments

30-40%

fewer production incidents
post deployment

Week-1

readiness for CI testing

50%

faster deploys & upgrades

How It Works?

Profile Code Versions

Automatically establish a deep behavior baseline across data quality, performance, lineage, code, and environment.

Simulate Runs
in CI

Auto-redirect release candidate’s outputs to staging, seamlessly simulating a run in CI, on real data.

Validate Behavior

Detect data & performance anomalies before deployment, and root-cause then with definity's AI assistant.

Instrument in <15 minutes and start validating release candidates within week-1
Central installation. Zero code changes. On-prem or cloud.

Learn how definity's unique architecture enables your team to establish a full-stack observability and seamlessly test code deployments in CI

Ready to accelerate upgrades and de-risk code changes?

Deploy with confidence and prevent data incidents & performance degradations.