Advisory · Organisation · Development
Data & AI use cases
1. Brief service summary
Identify and prioritize data and AI uses from defined business needs. Connect expected utility, data, risks and capabilities without treating technology availability as sufficient justification for adoption.
2. Your needs
Teams suggest numerous uses but objectives, costs and prerequisites are difficult to compare. Some rely on unavailable data or unrealistic expectations. You seek promising rather than premature options before suppliers, prototypes or external information exposure.
3. Objectives of the engagement
Describe each use as a problem, beneficiaries and decision. Identify a baseline solution, data and human-control conditions. Prepare priorities and stage gates without confusing scenario interest, demonstrated feasibility and operational authorization.
4. Indicative scope
Work may cover use inventories, documentary source reviews and dependencies. Accuracy, explainability and supervision are tied to error consequences. Usage rights, supplier conditions and isolation need checking; no access to another organization's data is presumed legitimate.
5. Possible delivery arrangements
Interviews, qualification workshops and comparative reviews may prepare a portfolio. Assumptions retain sources and reservations. Prototypes and operational evaluations require separate authorization, data scope and exit criteria; opportunity-sheet validation activates no tool.
6. Possible deliverables
As agreed: use case sheets, priority matrix, prerequisite register and proposed pilots. A file may specify human controls, costs to study and decisions. Deliverables are indicative, neither delivered AI assistants, security validation nor performance or supplier commitments.
7. Conditions and limitations
General AI advice falls under 06.06; forecasting under 19.08. This service scopes data uses. No gain, data availability or reliability is guaranteed. Licences, AI consumption and development remain separate. No new PRO’ADVISORY SaaS feature is deemed implemented or commercially open through this advice.