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ORACLE DATA QUALITY

Trust the data inside your Oracle database

digna monitors, validates and tracks Oracle data directly in your environment: anomalies, rules, delivery times, schema changes, quality trends, with nothing copied out for checking. AI learns what normal looks like, so you don't write a rule for every case.
Digna dashboard showing in-database Oracle monitoring across 4 datasets: validated rules, a NULL rate anomaly, and on-time delivery.
Digna dashboard showing in-database Oracle monitoring across 4 datasets: validated rules, a NULL rate anomaly, and on-time delivery.

Your Oracle database can be healthy while your data is not

Oracle can run normally. Pipelines can complete on schedule. And your dashboards can still be built on incorrect, incomplete or outdated data. digna monitors the data itself, catching quality problems that database and pipeline monitoring were never built to see. Combine the capabilities below into the Oracle data quality solution you actually need.

Data Anomalies
Data Validation
digna Timeliness
Data Analytics
Schema Tracker

YOUR ORACLE DATABASE CAN BE HEALTHY WHILE YOUR DATA IS NOT

Data Anomalies

Discover problems you didn't know to look for. digna continuously observes your Oracle data and learns how each dataset behaves over time, then flags what breaks the pattern.

  • DATA VOLUMES

  • VALUE DISTRIBUTIONS

  • NULL RATES

  • CARDINALITY

YOUR ORACLE DATABASE CAN BE HEALTHY WHILE YOUR DATA IS NOT

Data Anomalies

Discover problems you didn't know to look for. digna continuously observes your Oracle data and learns how each dataset behaves over time, then flags what breaks the pattern.

  • DATA VOLUMES

  • VALUE DISTRIBUTIONS

  • NULL RATES

  • CARDINALITY

Data Anomalies
Data Validation
digna Timeliness
Data Analytics
Schema Tracker

YOUR ORACLE DATABASE CAN BE HEALTHY WHILE YOUR DATA IS NOT

Data Anomalies

Discover problems you didn't know to look for. digna continuously observes your Oracle data and learns how each dataset behaves over time, then flags what breaks the pattern.

  • DATA VOLUMES

  • VALUE DISTRIBUTIONS

  • NULL RATES

  • CARDINALITY

Monitor Oracle data where it lives

digna runs data quality checks directly in your Oracle environment — nothing is copied into an external platform just to be checked.

Data stays in your environment

Under your existing security and governance controls.

Data stays in your environment

Under your existing security and governance controls.

In-database monitoring

Quality calculations run directly against Oracle.

In-database monitoring

Quality calculations run directly against Oracle.

Enterprise deployment

Inside your infrastructure and security boundaries.

Enterprise deployment

Inside your infrastructure and security boundaries.

One monitoring layer

Across your whole Oracle environment, not a separate setup per dataset.

One monitoring layer

Across your whole Oracle environment, not a separate setup per dataset.

Digna panel combining rule validation, 1,240 checks passed, with continuous AI monitoring that flags a distribution shift no rule would catch.

Cover what you expect, and what you don't

Rules still matter. A column shouldn’t be NULL. A value should match a format. A table should arrive by 6:00 AM. digna keeps validating all of that — and watches for what no rule describes: a table quietly losing 30% of its rows, a distribution shifting, a load arriving later each night.

One data quality layer for every Oracle environment

Whether your Oracle database supports operational applications, enterprise reporting, data warehousing or critical business processes, digna provides one consistent data quality layer.

Oracle Database

Monitor critical tables and datasets directly in your environment.

Enterprise data warehouses

Observe large-scale analytical datasets and catch unexpected changes.

Critical business data

Protect financial, customer, regulatory and operational data continuously.

On-premises, private or public cloud

Stay within your existing infrastructure and security model.

Know what's really in your Oracle data

Oracle tells you the database is running. digna tells you whether the data inside it can be trusted: what changed, what matters, and what's happening over time.

Know what's really in your Oracle data

Oracle tells you the database is running. digna tells you whether the data inside it can be trusted: what changed, what matters, and what's happening over time.

Know what's really in your Oracle data

Oracle tells you the database is running. digna tells you whether the data inside it can be trusted: what changed, what matters, and what's happening over time.

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