Who it is for
Business teams need data, technology teams connect it, and reviewers need a basis for decisions. Start with purpose, scope and responsibility.
Real working needs
Start with what each team needs to understand, contribute or review.
AI or analytics will use customer, employee or operational information, but the permitted scope is unclear.
Clear use conditions, open review questions and responsibility records to support a decision about proceeding.
A new application needs files, knowledge bases and systems. Existing access rights may not cover the new use.
Defined data and connection boundaries, with scoped validation of controls and records in the agreed environment.
Data has been found, but the conditions for a proposed use are unclear.
Explainable facts and use records that support review while preserving professional responsibility.
A client has policies but struggles to explain the facts behind actual data use.
Facts and evidence within agreed scope. Conclusions remain with the responsible professional firm.
Next step
Describe the objective and people involved to discuss a useful demonstration scope.