Data management for strategic decisions

We start with a thorough data audit per domain and define clear mapping rules. All transformations are validated and tested across multiple trial migrations. Exit criteria for completeness, reconciliation and performance ensure we only migrate when everything checks out. Backup and rollback procedures are always in place.

Master data governance covers the processes, roles and rules for managing critical master data such as customers, suppliers and products. We set up workflows for data creation, modification and archiving. This prevents data quality from declining after go-live and keeps data consistent across systems.

We start with a data quality assessment to identify problems. Then we design cleansing rules and transformations to make the data fit for the new system. Where data cannot be salvaged, we document this explicitly and agree on how to handle it in the new environment.

We can migrate both current and historical data, depending on your needs and compliance requirements. For historical data we often design a separate archive structure to optimise performance. We advise on the right balance between availability and system performance.

A full migration takes 6-16 weeks depending on data volume and complexity. We minimise risks through a phased approach, extensive testing and multiple trial migrations. We work with clear go/no-go criteria and always have a rollback scenario ready.