Property operations
Work orders, vendors, after-hours desks that cannot hallucinate a lockout policy.
Operations
Agents that wait for a human.
Internal operators do not need motivational autonomy. They need a workflow with a named owner, tools with a blast radius, and a console that shows what the system almost did.
Operator surface
Approvals, traces, evals — not a chat pane.
HIVE systems around Knolo treat jobs, approvals, traces, and evals as first-class. The model proposes. The tool waits. Eval scores sit next to the action, not in a slide three weeks later. Knolo Studio is the V5 destination for opening one artifact.
Professional services
Internal knowledge that must stay inside the firm’s permission model.
Specialty ops
Narrow, high-cost workflows where a wrong action has a record attached.