Profiling and cleansing
Data quality checked at source, with cleansing rules agreed with data owners.
Service offering
Data migration factory
Large migrations rehearsed until the totals match on the final run.
We move large volumes of data from legacy systems with a repeatable process: profiling, cleansing rules, mapping, load cycles and a reconciliation the business signs off. Historical data, parallel runs and delta loads are planned so the cutover window stays short.
Arabic and English names, addresses and identifiers, such as Emirates ID, Saudi national ID and Iqama numbers, get their own cleansing and matching rules, because duplicates often hide behind different spellings.
What the engagement covers
Load cycles
Repeated trial loads that get shorter each time, until the final run fits the cutover window.
Reconciliation sign-off
Counts, totals and samples compared between the old and new systems, and signed off by the business.
Business ownership
Process owners from finance, HR or sales sign off designs and test results, not IT alone.
Rehearsed fallback
Each trial load and the final cutover have an agreed point to roll back to if the reconciliation fails.
When migration needs a factory approach
It is needed when volumes are large, sources are many and the cutover window is short.
- Several legacy systems feed the new platform.
- Data quality is unknown, or known to be poor.
- The business cannot stop for more than a weekend.
Talk to us about data migration factory
Share your constraints, compliance themes and timeline. We will return a phased approach, a staffing model and a risk register for your stakeholders to review.