Ship Reliable Data at Scale
Monitor pipelines end-to-end, catch schema drift before it breaks dashboards, and enforce data contracts across teams.
The Engineer's Operational Burden
You build the pipelines — but when something breaks downstream, you're the first one called.
Blind Spots in Data Flow
A column gets renamed upstream and three dashboards break. Without lineage, you're tracing dependencies by hand.
Schema Drift & Silent Failures
A source system adds a column or changes a type. Your pipeline doesn't fail — it silently produces wrong data.
Fighting Fires Instead of Building
Data quality issues consume your sprint. You're debugging stale data instead of building the next feature.
No Clear Contracts Between Teams
The analytics team changed a transformation without telling you. There are no formal agreements about who owns what.
How Qarion Helps Data Engineers
End-to-End Data Lineage
Trace data from source systems through transformations to dashboards and reports. Understand downstream impact before making changes.
Automated Quality Checks
Define freshness, completeness, uniqueness, and custom SQL checks. Qarion monitors continuously and fires alerts the moment something goes wrong.
Schema Drift Detection
Qarion tracks schema changes across every connected source. When a column is added or renamed, you get an alert and a clear diff.
Data Contracts with SLAs
Define formal contracts between producers and consumers. Set SLA expectations for freshness, completeness, and accuracy.
25+ Connectors, Zero Agents
Connect your warehouses, dbt projects, BI tools, and SaaS apps via read-only integrations. No agents to install.
Platform
Everything You Need for Customer Intelligence
cdpFeature1
Deterministic and probabilistic matching with configurable trait authority. Merge profiles across channels into unified golden records.
cdpFeature2
Build dynamic segments with a recursive filter DSL that compiles to optimized SQL — warehouse-native by design.
cdpFeature3
Push audiences to Google Ads, Meta, Salesforce Marketing Cloud, and more with real-time sync and batch export.
cdpFeature4
Manage audience lifecycles with A/B testing, exposure tracking, and variant assignment for experiments.
Stop Fighting Fires. Start Engineering
See how Qarion gives data engineers pipeline observability and quality confidence.