Use cases
Ops automation, quoting workflows, support augmentation, and internal knowledge workflows.
Service
Move from AI experimentation to production outcomes with scoped use cases, risk controls, and implementation support.
Ops automation, quoting workflows, support augmentation, and internal knowledge workflows.
Opportunity mapping → pilot build → KPI measurement → operational handover.
Security, quality checks, and human-in-the-loop controls from day one.