How long does a cleanup project take?

It depends on volume and messiness. We scope after an audit — small migrations can be weeks; complex multi-source cleanups take longer.

Will we lose historical data?

No. We preserve history intentionally — archived, linked, or migrated — based on what the business still needs to reference.

Custom data systems and cleanup

When records are scattered across sheets, inboxes, and half-finished tools, we rebuild order — carefully, with a system your team can trust.

Data cleanup is not a one-off tidy. It is the foundation for a custom data system: deciding what a “customer”, “job”, “token”, or “order” means, reconciling duplicates, and migrating into a structure that will not rot in six months.

Odyssey handles both the cleanup craft and the system that keeps data clean after go-live.

What's included

Audit of existing sources and duplicates
Canonical data definitions
Cleanup and migration scripts or guided processes
Custom admin systems for ongoing accuracy
Validation rules and exception handling
Handover documentation for operators