Off-the-shelf AI or a controlled operational build?
Convenience tools and operational systems carry different responsibilities. Once AI can act across business systems, authority, observability and recovery become design requirements.
Off-the-shelf fit
Personal drafting, ideation and bounded analysis can often use established tools under clear internal policy.
Controlled-build fit
A tailored system becomes relevant when identity, permissions, multiple tools, audit trails, approvals and exception handling must work together.
Start narrow
Custom does not mean unrestricted. Begin with the minimum authority necessary for a valuable task.