Every migration, visible. Every artifact, reversible.
LucidOntos turns migrations from opaque, multi-quarter programs into a portfolio you can govern — with module-level evidence, reversible artifacts, and policy controls baked in.
The pain today
- Portfolio-wide migration status lives in PowerPoint, not the workspace.
- PII handling is decided ad-hoc per project, not enforced as policy.
- When a target changes (Snowflake → Databricks), the cost is a full rewrite.
- Reconciliation between source and target is a one-off script, not a contract.
- Audit asks 'what changed and why' and there's no version-controlled answer.
What LucidOntos delivers
- Single workspace with module-level outputs across every active migration.
- Portable ontology decouples source from target — change targets without rewriting consumers.
- Reversible, version-controlled artifacts: ontology, mappings, generated code, DAGs.
- PII masking expressed once and enforced env-conditionally across all generated code.
- Per-batch reconciliation rules emitted with the pipeline, not bolted on after.
- Human-readable AI Health Analysis when a load drifts — explainable to risk & audit.
Artifacts you'll review
Migration portfolio view
Status, milestone burndown, blockers, and SLAs across every active engagement.
Reversibility report
What can be re-generated, what is hand-edited, and what would cost a rewrite.
Policy & PII matrix
Which fields are masked, in which environments, with which rule — across migrations.
Audit trail
Every plan, ontology change, mapping approval and code regeneration is timestamped and signed.
Reconciliation evidence
Per-batch row counts, checksums, key aggregates — exportable for risk & audit.
Cost-of-change view
Switch a target from Snowflake to Databricks: estimated rework before you commit.
A typical Oracle → Snowflake finance warehouse — 5 entities, 15 mappings, SCD2 on Customer & Account, PII masked in non-prod, reconciled per batch — moves from prompt to deploy-ready in days, not quarters. The same ontology re-targets to Databricks without rewriting a single consumer.