What this agent receives
Defect logs, operator feedback, baseline KPIs, approved observations and improvement hypotheses.
GOVERNED SPECIALIST OFFICE / CONCEPT
Kaizen Improvement agent.
A Kaizen agent collects recurring problems, proposes a small controlled change, and measures whether the change actually improved safety, quality or throughput.
Operational home: Manufacturing · Executive. See deployment example →
REAL JOB / REVIEWABLE OUTPUTINPUT / LEAST PRIVILEGE OUTPUT / EVIDENCE POLICY / APPROVAL
How does a Kaizen agent improve operational workflows?
A Kaizen agent collects recurring problems, proposes a small controlled change, and measures whether the change actually improved safety, quality or throughput.
What it hands back
Improvement register, proposed experiment, before-and-after metrics, rollback criteria and lessons learned.
What it cannot self-authorize
No autonomous machinery changes, safety interlock bypass or policy modification; process owners approve experiments.
Sample workflow
Line Monitor flags recurring fault → Kaizen groups root causes → Scientist designs controlled trial → operator approves → dashboard measures outcome.
What should be measured?
Track cycle time, defect rate, change reversibility and verified improvement. These are acceptance criteria for a proposed workflow, not published benchmark results.
Every office remains a conceptual integration pattern until tools, credentials, policies, data scope and tests are configured for a deployment. An agent's job title never grants host or cross-domain authority.
ROLE-BASED ACCESSREVIEWABLE HANDOFFDAEMON POLICYOPERATOR OVERSIGHT
How the XMAN daemon makes resource decisions → · How SIDE supports agent development →