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 across dozens of systems.
Schema Drift & Silent Failures
A source system adds a column or changes a type. Your pipeline doesn't fail — it silently produces wrong data. Nobody notices until a stakeholder reports a bad number.
Fighting Fires Instead of Building
Data quality issues consume your sprint. You're debugging stale data, missing rows, and broken joins instead of building the next feature.
No Clear Contracts Between Teams
The analytics team changed a transformation without telling you. You changed a table without telling them. 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 — and respond to incidents in minutes, not hours.
Automated Quality Checks
Define freshness, completeness, uniqueness, and custom SQL checks on any dataset. Qarion monitors continuously and fires alerts the moment something goes wrong — before downstream consumers notice.
Schema Drift Detection
Qarion tracks schema changes across every connected source. When a column is added, renamed, or its type changes, you get an alert and a clear diff — so you can update pipelines proactively.
Data Contracts with SLAs
Define formal contracts between producers and consumers. Set SLA expectations for freshness, completeness, and accuracy. If a contract is breached, both parties are notified automatically.
25+ Connectors, Zero Agents
Connect your warehouses, dbt projects, BI tools, and SaaS apps via read-only integrations. No agents to install, no pipelines to modify — Qarion sits alongside your existing stack.
Stop Fighting Fires. Start Engineering.
See how Qarion gives data engineers pipeline observability and quality confidence.