/integrations

Connect your systems

Companies run 20-50 separate systems with different data structures. dbsof connects them without manual mapping or custom ETL.

Connectors

Pre-built connectors for enterprise systems, databases, and unstructured sources. Schema introspection identifies patterns automatically.

Enterprise Systems

ERPCRMWMSFinanceHRProcurement

Data Sources

DatabasesData LakesAPIsFilesQueues

Unstructured

DocumentsEmailsSupport TicketsContractsIoTWeb Applications

Ingestion

Multiple ingestion methods for different source characteristics. The system adapts to your infrastructure.

CDC

Change data capture from source databases. Real-time or batch. No impact on source performance.

API

REST, GraphQL, or proprietary APIs. Rate limiting and retry logic built in.

Files

CSV, JSON, Parquet, XML. Scheduled or event-driven. Schema inference included.

Streaming

Kafka, Kinesis, Pub/Sub. Exactly-once semantics. Backpressure handling.

Normalisation

Data from different systems gets normalised automatically. Golden IDs link records across sources. Documents attach to their canonical objects.

  • Schema introspection identifies entity types and relationships
  • Golden ID resolution links the same customer across ERP, CRM, and support
  • Codebook mapping translates status codes, currencies, and enums
  • Unstructured documents link to their parent records automatically
The system understands relationships without being told. Ontology emerges from the data itself.

Security

Integrations respect source system permissions. Data flows through encrypted channels with audit trails.

  • Credentials stored in your KMS or HSM
  • TLS everywhere, including internal traffic
  • Audit logs capture every record touched
  • PII detection and tagging during ingestion