Practical reasons to start
- Customer and supplier records moving between disconnected systems
- New managers inheriting reports without a definition owner
- An AI pilot relying on shared drives and informal permissions
An example first scope
A customer-data or management-reporting pilot, with a named owner, inventory, quality rules and a maintainable issue process.
Illustrative engagement scenario. This is not a client case study, sector accreditation or a statement of past results.
What to bring to an initial conversation
Bring one important report, a simple system list and the names of the people who create and use it.
Match the work to your requirements
We confirm the domain, systems, jurisdictions, client obligations and internal decision authority before recommending a scope. Regulated or sensitive work may need specialist professionals and a separately agreed delivery team. Do not send confidential data with an initial inquiry.
Relevant services
Data governance diagnostic
Find the gaps worth fixing first.
Governance operating model
Give every important decision an owner.
Data quality & trusted reporting
Make important numbers explainable.
Customer information across CRM, billing and reporting.
- Information in scopeCustomer and account records, lifecycle statuses, ownership fields and the definitions used in management reports.
- Decision to resolveWhich system and definition should a team use for a particular decision? Who approves a correction that affects more than one system?
- Smallest useful pilotMap one customer workflow. Compare the definitions at the handoffs, name one accountable owner and test one correction through to the report.
- Evidence to keepA small source register, a shared definition, a correction decision log and a handoff the internal team can repeat.
Proposed example only. Actual systems, permissions, delivery capabilities and requirements are confirmed before work starts.