Recovery & Migration

Recovery & migration

When data initiatives stall or migrations lose meaning, we help.

When Clients Call Us

Triggers for engagement

  • Platform exists but nobody trusts the outputs
  • Stalled initiative after major spend
  • Vendor platform too rigid or opaque
  • Migration required but semantics unclear
  • Pilots exist but cannot be operationalised
Recovery

How we recover stalled initiatives

Stabilise, simplify, extract usable data products. We are vendor-agnostic—we work with what you have.

  • Assess current state without blame
  • Identify what can be salvaged
  • Clarify semantics and ownership
  • Extract reusable data products
  • Create path to production
Model-Led Migration

Migration as a modelling problem

“We treat migration as a modelling and validation problem, not a transport problem. The goal is to preserve meaning, reduce downstream rewrites, and create reusable assets.”

  • Map source semantics to target model
  • Validate transformations before execution
  • Preserve lineage through migration
  • Test meaning, not just row counts
Deliverables

What we leave behind

  • Canonical model aligned to business terms
  • Validated migration pipelines
  • Documented transformation logic
  • Reusable data products for future capabilities

If you have a stalled initiative or a migration with unclear semantics, we should talk.

Request a confidential discussion