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Data consulting

Data consulting. From strategy to delivery.

Business requirements, trusted information and controlled delivery—with practical AI support.

Records disagree across systems

Master Data Management (MDM) aligns shared customer, product and supplier records. We agree definitions, matching and survivorship rules, ownership and platform requirements.

Deliverables

Models and dictionaries define meaning; matching and survivorship rules resolve duplicates. Reference codes and hierarchies standardise categories. Mappings guide delivery; stewardship workflows route changes and approvals.

How we put AI to work

Aisha · Business Analyst / Daniel · Solution Architect

When records disagree, we use the AI team to compare approved source material and assemble draft definitions and mappings. Repetitive preparation becomes a review pack; consultants and domain experts resolve disputed meaning and approve the requirements.

  • Use approved sources and access
  • Flag exceptions for human review

How we deliver: Assess sources → agree matching rules → validate specifications → hand over.