01 OT
Historians & time-series
OSIsoft PI, Aveva, Honeywell PHD, GE Proficy, time-series databases.
Connect the systems your operations already run.
XMPro connects operational data, enterprise context, events, documents, applications, and workflows into an agent-ready operating foundation — without forcing every system to be replaced.
Industrial context is spread across too many systems.
Operational decisions depend on signals from across the stack:
Historians SCADA DCS CMMS ERP Engineering docs Alerts & events Operational apps Workflows Procedures Tribal knowledge
Agents and operational applications cannot act responsibly if they only see one slice of that environment.
Connect OT, IT, enterprise, and operational context.
Eight categories cover the systems industrial teams actually run.
02 OT
SCADA, DCS, control-adjacent
Industrial control systems, telemetry layers, OT gateways.
03 ENTERPRISE
CMMS & maintenance
Maximo, SAP PM, equipment registers, work-order systems.
04 ENTERPRISE
ERP & enterprise
SAP, Oracle, business systems, masterdata sources.
05 CONTEXT
Engineering documents & procedures
P&IDs, drawings, manuals, procedures, standards.
06 CONTEXT
Events, alerts, approvals, workflows
Notification systems, approval chains, ticket queues.
07 IT
APIs & partner systems
REST, GraphQL, message queues, partner integrations.
08 IT
Existing XMPro applications
Apps, workflows, and recommendations already in your environment.
Categories connect through the Data Stream Designer.
Live operational signals, enterprise context, documents, events, and applications flow into the operating layer where agents and applications consume them.
Connection is only the first step.
XMPro turns connection into operating context — the kind agents and applications can reason against.
Every signal is interrogated across five context dimensions before it earns its way into a decision or workflow.
Explore Agentic Operations Platform- 01 IDENTITY
What asset or process does this signal describe?
- 02 ALIGNMENT
Which systems use different names for the same thing?
- 03 OWNERSHIP
Which team, supplier, contract, or compliance control is involved?
- 04 ACTION
What decision or workflow should this signal trigger?
- 05 EVIDENCE
What evidence should be recorded?
Integration patterns for industrial operations.
Five patterns cover how XMPro brings systems together.
- 01
Live data streams
For operating signals, events, measurements, alerts, and status.
- 02
Enterprise context
Business units, suppliers, contracts, work orders, inventory, compliance, approvals.
- 03
Documents & knowledge
Procedures, manuals, reports, shift notes, operating context.
- 04
Application & workflow
Operational apps, recommendations, tasks, approvals, handoffs.
- 05
Agent-accessible context
For MAGS-powered assistants, advisors, and cognitive decision teams.
Designed for technical evaluation.
Technical buyers want to evaluate all of this. We’ve thought through each one — implementation specifics route to architecture and documentation.
Connector coverage
Security and authentication
Data flow patterns
Edge and hybrid considerations
API and integration methods
Open standards and data formats
Latency and operational constraints
Ownership of systems of record
