/migrations
Learned migrations
No more scripted, one-off migrations. The system learns from schema introspection and handles drift automatically.
Learned, not scripted
Traditional migrations require custom scripts for every source system. dbsof learns from the schema itself.
Traditional
- Custom ETL scripts per source
- Manual mapping tables
- Breaks on schema changes
- Months of development
dbsof
- Schema introspection
- Automatic relationship discovery
- Adapts to drift
- Weeks, not months
The system learns from prior migrations. Each new source benefits from patterns already discovered.
Process
From discovery to cutover, with validation at every step.
- 1.Schema introspection discovers structure, types, and relationships
- 2.Pattern recognition identifies entities across source systems
- 3.Ontology generation builds the canonical model automatically
- 4.Dual-run validates data flows before cutover
- 5.Reconciliation catches discrepancies in real time
- 6.Cutover happens with zero downtime and full rollback capability
Readiness metrics
Coverage = 95%
Doc-link recall = 95%
Zero material deltas
Conformance Suite
Automated checks cover schema conformance, reconciliation, unstructured linking, and policy enforcement. Every milestone reports progress against the readiness metrics.
Book a technical briefing
30 minutes with the architects. Architecture deep dive, migration planning, security posture.
Prefer email?
team@dubsof.com