Core challenges
- AI remains a demo rather than part of core work
- Knowledge and judgement depend on a few experts
- Security, permissions and accountability are unclear

Enterprise AI & Agents
Design governed AI agents around real workflows so knowledge, judgement, tasks and system actions become a traceable human–AI operating model.
IWS Executive Dialogue