AI Audit & Strategy
Scope of our engagement
- Audit of declared and informal AI use, tools and suppliers
- Assessment of data, IT, organisational and skills maturity
- Business interviews and analysis of high-effort or highly variable processes
- Technical assessment of interfaces, permissions and data quality
- Prioritisation by value, feasibility, effort and risk
- Target architecture, investment trajectory and a 12–24 month AI roadmap
Deliverables and decision criteria
Assessment report, opportunity map, value/feasibility/risk matrix and prioritised portfolio. Each business case specifies the process, volume, total cost, benefit assumptions, dependencies and an accountable owner. The roadmap sequences pilots, data foundations and investment decisions.
Prerequisites, controls and limitations
The assessment requires representative data samples and access to process owners. Benefits remain hypotheses to test: time saved creates value only if the organisation can redeploy it. A deterministic workflow may be more appropriate than a generative model.
Our method: from business need to measured value
Understand
Analyse the organisation, activities, people, data and IT landscape. Observe real work and pain points before selecting a solution.
Prioritise
Compare business value, feasibility and risk. Establish a baseline, a business owner and success criteria for each use case.
Design
Define the target process, architecture, interfaces, responsibilities, human approvals and performance indicators.
Experiment
Test a pilot on representative situations, including failure cases. Compare quality, cost and usefulness with agreed criteria.
Deploy
Integrate with applications, run acceptance and rollback checks, train users and support managers.
Measure
Track benefits, errors, costs, adoption and incidents. Regularly reassess models, data and controls.
FAQ
What does an enterprise AI audit cover?
An inventory of uses, an assessment of data, IT and organisational readiness, process analysis and use-case prioritisation. Findings specify risks, prerequisites and an investment trajectory.