Understand your metrics before you move them.
A migration is the one moment every report gets touched anyway. Agree the business intent behind your metrics with your delivery partner, carry it into Snowflake or Databricks, and keep it owned for reporting and AI afterwards.
A structured home for what used to live in spreadsheets.
Business definitions, decisions and mappings often live in Excel. The workshop captures them once, with owners, so the migration moves meaning — not just tables.
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Structured capture, not spreadsheets
Business definitions, decisions and mappings often live in Excel. The workshop moves them into a structured home with owners, before anything is migrated.
- 02
Preserve, refactor or redesign
Each metric gets an explicit decision: keep it as it is, refactor it for the new platform, or redesign it. The decision and its reason are recorded.
- 03
A traceable delivery artifact
The business model, mappings and validation results travel with the project — evidence of what was agreed, not just what was built.
- 04
A reusable business model after go-live
The client keeps an owned, living model of its metrics after the migration ends — ready for reporting and for AI use on the new platform.
Preserve, refactor or redesign — per metric.
Not every metric deserves to move as it is. Each one gets an explicit decision with a reason, recorded where everyone can see it.
Preserve
The definition is right; move it unchanged and keep the owner.
Refactor
The meaning is right but the implementation was shaped by the old platform.
Redesign
The business has moved on; agree the new definition before building it.
Ask about Duodata included with your delivery partner during migration.
Duodata software is discussed as part of your partner's migration arrangement. Your partner's services are quoted separately.
Partners who can lead the move.
Discuss your migration with a delivery partner. Your chosen partner can confirm the project scope and eligibility for the 12-month Duodata software offer.

Data Wranglers
thedatawranglers.com(opens in a new tab)
Callista
callista.ch(opens in a new tab)
Formative Group
formativegroup.com(opens in a new tab)
INFOMOTION
infomotion.de(opens in a new tab)
Nexus Data
nexusdata.global(opens in a new tab)
Plan my migration
Tell us where you are moving from and to. We agree the scope of the metrics capture together before anything starts.
