Context
An enterprise initiative aimed to make organisational knowledge more discoverable and useful through retrieval-augmented generation.
Challenge
Shape an approach that respected enterprise constraints, kept retrieval quality high and helped the team navigate emerging patterns with confidence.
Wilson's contribution
- Mentored the team on solution direction.
- Provided architecture guidance.
- Reviewed the solution direction at key checkpoints.
- Helped connect the implementation with enterprise knowledge use cases.
Approach
Treated the initiative as a learning programme as much as a delivery programme, so the team could build judgement alongside the system itself.
Outcome
- Architecture direction grounded in enterprise constraints.
- Stronger team confidence in retrieval-augmented patterns.