digna Modules — Technical Overview¶
digna is an AI-powered Data Quality & Observability Platform.
It runs directly in your data environment and ensures trust in your data without requiring custom rule coding.
Module Summary¶
| Module | Focus Area | Key Capabilities |
|---|---|---|
| Data Anomalies | Automated anomaly detection | Learns “normal” behavior, detects deviations in volume, distributions, values |
| Data Analytics | Trends & volatility | Analyzes long-term metrics, stability, change patterns |
| Data Validation | Rule-based checks | Enforce exact values, thresholds, ranges, lists — with audit trail |
| Data Timeliness | Delivery monitoring | AI-learned arrival times + user schedules, detects late data |
| Data Schema Tracker | Structural monitoring | Detects schema drift: new/removed columns, datatype changes |