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What is definity

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definity platform allows data teams to:

  • Gain full observability into their production data pipelines.
  • Get configuration & code recommendations to keep your costs optimized.
  • Actively protect against SLA misses, Stale data, and Bad data in real time.
  • Validate version & Infra upgrades with automated CI/CD Testing on full scale data.

This is done centrally to the entire data platform with zero code changes.

Solution

Data Platform Teams

Resource Waste Analysis & Proactive saving opportunities

Usage: Analyze pipeline footprint over time, identify resource over-provisioning, data skew and lacking parallelization and get optimization recommendation without SLA impact & option to automatically apply fixes

Pipeline health monitor

Usage: Identify pipeline downtime, missed SLAs, redundant failure & retires and predict failures. Impact: Reduce engineers effort on RCA & Time to market - Increase velocity, Reduce Data Downtime

Automated central instrumentation

Apply observability centrally, post-production to all data org Full unified coverage across organizations allows early issue handling, easy root-cause analysis and effective resource optimization

Environment/Platform changes tracking

Identify and stop breaking schema changes & prevent issues downstream early

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Data Engineering Teams

Auto Generated Data Validation tests / Contracts

Usage: input & Output data validation and automated data contracts (freshness, volume, completeness, schema, distribution) Impact: Auto generated tests & contracts are dynamic and create high coverage. This reduces both MTTD (Mean time to detect) & MTTR (Mean time to Resolve)

Real Time Analysis & Remediation

Stop severe incidents on critical pipelines before it affects downstream Early prevention help reduce MTTD & MTTR and minimize data downtime impact on business

Full stack Lineage

Get detailed linage of input & output tables and internal job lineage with all intermediate tables to quickly root-cause issues Save engineering resources & Compute resources

Quick root cause analysis

See code changes, Environment changes, Schema and data shifts in context to pinpoint what has changed and caused incidents

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Protect your data quality - Learn more on how automated tests are created, and how full lineage can help you root cause incidents