PHASE 2 · ADVISE & COORDINATE
Guide the right response across people, systems, and agents.
Turn insight into action with recommendations, workflows, applications and MAGS-powered agents that guide decisions and coordinate response — across operators, supervisors, engineers and external partners.
From insight to coordinated action.
Advise & Coordinate is the second maturity stage. The job here is to turn the signal into the right next step, route it through the right people and systems, and preserve the evidence of how the decision was made.
Recommend next-best actions
Surface the prioritised response with the rationale operators and supervisors need to act with confidence.
Prioritise response
Rank by production impact, safety, parts availability and the intervention window the team actually has.
Coordinate approvals & workflows
Route through the right roles, log the handoff, and keep the work moving across shifts and sites.
Bring expert context into decisions
SME-codified rules, prior decisions and the operating envelope — available in the workflow, not buried in a binder.
Route actions across teams
Connect maintenance, operations, procurement and external responders to the same plan with the same evidence.
Capture decision evidence
Record what was seen, what was recommended, what was approved, what changed — in the format review and audit will ask for.
Where Advise & Coordinate lands.
Five operating patterns this stage solves once monitoring is in place and the team is ready to act on the signal consistently.
- Recommendation workflows
- Human-approved decisions
- Cross-team coordination
- Expert knowledge capture
- Repeatable response patterns
The components that power this stage.
Recommendation Manager
Where recommendations are surfaced, triaged, approved and routed — under governed control modes.
ComponentWorkflow
Routes decisions through people, roles and approvals — with the chain of evidence preserved.
ComponentApp Designer
Builds the operating applications where shared context, recommendations and actions come together.
AI FoundationsAI Advisor powered by XMPro MAGS
The reasoning system that turns context and rules into prioritised, rationale-backed recommendations.
AI FoundationsMAGS Cognitive Decision Teams
Multi-agent teams that coordinate across detection, diagnosis, prioritisation and work planning — under governance.
GovernanceGovernance, Security & Auditability
Control modes, audit trail and policy boundaries — what makes coordinated decisions safe and reviewable.
Turn insight into coordinated action.
Bring recommendations, workflows, expert context and MAGS-powered agents onto one canvas — under governance you control.
