Public organisations face particular pressures:
Budget constraints: Doing more with less is not optional.
Diverse services: Councils alone handle everything from bin collection to social care.
Accessibility requirements: Services must reach all citizens, regardless of capability.
Democratic accountability: Decisions need transparency and human oversight.
Legacy systems: Technology infrastructure varies widely in age and capability.
AI must work within these realities.