DATA & INTEGRATION
- Connect operational data Data Stream Designer
The runtime components behind XMPro applications, agents, and governed execution.
Connect operational data, add governed AI reasoning, build applications, manage recommendations, coordinate workflows, and deliver governed operational experiences — the components teams build with.
Components support the operating layer.
Data and context feed deterministic orchestration. AI Workflow Harness adds governed AI reasoning on the canvas. Applications and workflows surface recommendations for governed action.
- 01
Data & context
Connect operational sources, build real-time context.
- 02
AI Workflow Harness
Governed AI reasoning on the Data Stream Designer canvas.
- 03
Applications & workflows
Bring data and context into user-facing experiences.
- 04
Recommendations & agents
Prescribe what to do next; let agents act within governance.
- 05
Governed action
Outcomes execute with audit trail and human oversight.
What each component does.
01
Data Stream Designer
Connect, process, and contextualise live operational data from OT, IT, and enterprise systems.
Explore →Real-time pipelines feeding context to the rest of the platform.
Explore → 02
AI Workflow Harness
Add governed AI reasoning into visible Data Stream Designer flows. Context assembly, tool access, output validation, routing, error handling, and observability remain inspectable on the canvas.
Explore →For reasoning, summarisation, classification, enrichment, structured output, and validation patterns that don't yet need persistent memory, autonomous planning, or multi-agent coordination.
Explore → 03
App Designer
Build operational applications that bring data, context, recommendations, workflows, and agent interactions into user-facing experiences.
Explore →Operator-facing surfaces where work actually happens.
Explore → 04
Recommendation Manager
Manage operational recommendations, prioritisation, decision support, and next-best-action workflows.
Explore →Surfaces what to do next, when it matters, with context.
Explore → 05
Workflow
Coordinate tasks, approvals, handoffs, and action paths across people, systems, and operational roles.
Explore →Carries decisions across teams and systems without losing state.
Explore → 06
Subscription Manager
Manage subscriptions, notifications, and event-driven engagement patterns across operational roles, teams, and channels.
Explore →Who hears what, when, and through which channel.
Explore →Inside each component.
Tab through the six components to see what each does and where it fits.
COMPONENT · Data Stream Designer
Data Stream Designer
Connect, process, and contextualise live operational data from OT, IT, and enterprise systems. The runtime layer that feeds context to the rest of the platform.
Visit Data Stream Designer →Key capabilities
Real-time data integration
Operational context model
Visual pipeline canvas
Edge and cloud reach
Which component supports which platform need.
OPERATIONAL EXPERIENCES
- Build operational experiences App Designer
- Notify and engage users Subscription Manager
DECISION & ACTION
- Manage recommendations Recommendation Manager
- Coordinate action Workflow
AGENTIC & GOVERNANCE
- Add governed AI reasoning AI Workflow Harness
- Power agents Agentic AI & MAGS
- Govern agentic decisions Governance, Security & Auditability
Familiar components. Broader story.
Existing customers know these components. They remain important — and they now sit inside a broader Agentic Operations Platform story alongside MAGS-powered agents, governance, and decision accountability.
