Capture structured context
Operators introduce topology, regulatory, and performance constraints. Metadata feeds the Granite prompt so every recommendation references the precise IBM MQ environment under review.
Process overview
The workflow follows internationally recognised documentation practices: capture context, execute heuristic dialogues, then deliver evidenced outcomes. Each stage below logs its status to assist with operational reviews.
Reason with Granite heuristics
Granite 8b Instruct receives the heuristic checklist, validates supplied evidence, and highlights any missing artefacts. This stage emits verbose diagnostics for compliance teams.
Deliver auditable outcomes
The assistant assembles actionable guidance covering sizing, architecture, and operational safeguards. Each response includes explicit assumptions so teams can trace decision history.
What the diagram represents
The architecture illustration highlights Granite coordinating dialogue between human operators and IBM MQ subsystems. Labels, connection arcs, and data flows correspond to the live telemetry fields surfaced in the cockpit.
Human-to-Granite dialogue
The left-hand panels symbolise domain specialists sharing architecture intent, capacity plans, and governance controls. Granite expands these narratives into structured checkpoints before continuing the conversation.
Machine validation loop
Illustrated channels and particle trails show Granite echoing recommendations back through IBM MQ telemetry. Every loop must satisfy the published heuristics—mirroring ISO/IEC 30170 guidance on auditable automation.