Key Capabilities

Key Features to orchestrate the data value chain

Functional Capabilities

Following are the key functional capabilities of Obsrv across the data value chain. All the capabilities highlighted with blue are available and orange will be available in future releases

Ingestion	Processing	Storage	Querying
Connectors Framework Connectors Library CSV, JSON Data Formats Parquet, Avro, Protobuf Dataformat Auto-Schema Detection Schema Evolution	Schema Agnostic Multiple Validation Modes Deduplication Denormalization Custom Transformations Masking & Encryption Jsonata and SQL Transformations	Multiple Storage Types Data Lake & LakeHouse Real-time OLAP Storage: Optional Archival & Retention Policies Data Exhausts Right to be forgotten	Aggregate tables SQL, JSON, & Spark Interfaces Time Zone Configuration Geo-spatial Queries Data Aliases Query Access Control Sink Connectors

Infra Capabilities

And following are the capabilities provided by the overall infra:

Infra Capabilities
Complete Monitoring Alerts & Notifications Infra Operations Dataset Management Connectors Management System Configuration One-click Install Backup and Restore Auto Scaling API Management