Governance is built into every use case assessment. Before any knowledge retrieval pilot, we review the data, permissions, and sensitivity, and document the position under UK GDPR. If a workflow creates regulatory risk, that surfaces before deployment. You receive documented governance for every live use case, not general assurances.
76% of organisations have one person or fewer responsible for managing data protection compliance (ICO Data Controller Study 2024). Most organisations running AI tools have less clarity still about the data those tools are accessing. The knowledge retrieval work begins with a source review: which documents are in scope, who holds permissions, what personal data they contain, and what the UK GDPR position is for that specific use case.
Knowledge retrieval, also called RAG (Retrieval-Augmented Generation), is a system that answers questions using your organisation's own documents rather than a model's general training data. Where processing personal data carries significant risk, a Data Protection Impact Assessment (DPIA) is documented. For ongoing data work, this connects to Data Preparation & Advisory and AI Ethics & Governance.
For board-ready ROI reporting, our AI Impact & ROI Auditing service provides the independent measurement and documentation that investment decisions require.