See It Work
See It Work
SYSTEM: OPERATIONAL OT/IT CONNECTORS: 150+ AUTONOMOUS OPERATION: 15+ DAYS GOVERNED AUTONOMY: ENFORCED AUDIT TRAIL: IMMUTABLE INDUSTRIES: ASSET-INTENSIVE & MISSION-CRITICAL DEPLOYMENT: 3-6 MONTHS VIA APEX CONTROL LOOPS: 3,400+ SYSTEM: OPERATIONAL OT/IT CONNECTORS: 150+ AUTONOMOUS OPERATION: 15+ DAYS GOVERNED AUTONOMY: ENFORCED AUDIT TRAIL: IMMUTABLE INDUSTRIES: ASSET-INTENSIVE & MISSION-CRITICAL DEPLOYMENT: 3-6 MONTHS VIA APEX CONTROL LOOPS: 3,400+

APP DESIGNER · THE HUMAN INTELLIGENCE INTERFACE

Build operational applications around the decisions that matter.

Bring live data, context, recommendations, and workflows into one application layer — where your team sees, decides, and acts.

LIVE OPERATIONAL DASHBOARD
Explore Platform Components

WHERE IT FITS

The human-facing experience layer of the Agentic Operations Platform.

App Designer turns live operational data, context, recommendations, workflows, and agent interactions into applications that operators, engineers, and managers can use to decide and act.

App Designer helps teams

  • Build operational applications tailored to a team, plant, or role.
  • Surface live operational context from every connected source.
  • Show recommendations and workflows beside the data that drove them.
  • Support decision experiences for operators, engineers, and managers.
  • Embed agent interactions where they add value — in flow, not as a sidebar.
  • Bring decision evidence and status into the user experience.

THE HUMAN PATH

Where Humans See, Decide, and Intervene

In the split architecture, App Designer is the human intelligence interface. Operators review recommendations, approve actions, override agents, and manage exceptions. One data layer. Two intelligence paths.

SHARED DATA LAYER

An anomaly is detected.

Pump P-301 vibration exceeds baseline. The data flows through OIM -- the shared intelligence layer that both paths draw from.

AppDesignerHUMAN PATH
OEE
94.2%
ALERTS
3
UPTIME
99.7%
Pump P-301: Bearing replacement

PdM Agent recommends maintenance within 48 hours.

ApproveDeferOverride
OIM
Data
Graph
MAGSAUTONOMOUS PATH
14:32:01
Anomaly Detected
Vibration spike on bearing assembly
14:32:03
Root Cause Analysis
Bearing wear from lubrication degradation
14:32:05
Action Proposed
Schedule replacement, reduce speed to 80%
14:32:08
Approved & Executing
WO-4821 created. Speed adjusted.

APP DESIGNER AT EVERY TIER

The surface humans see — whatever's running underneath.

App Designer isn't a tier of its own — it's the application layer that surfaces whatever tier of intelligence is running for that use case. As your operation matures, the apps evolve. The canvas stays the same.

TIER 1

Deterministic

Monitoring apps over Datastreams

Operators see real-time KPIs, trends, alarms and process state — surfaced from deterministic data pipelines built in Stream Designer. No AI in the loop yet, just clear, contextualised live data.

Explore Stream Designer →

TIER 2

Reasoned

Apps with AI Workflow Harness recommendations

The same apps now surface AI-reasoned outputs — classifications, summaries, recommendations — delivered as Advisor-pattern results inside dashboards, recommendation cards, and decision screens. Governed on the canvas; visible in the app.

Explore AI Workflow Harness →

TIER 3

Collaborative

Apps where humans and Cognitive Agents work together

Cognitive Agents (MAGS) appear inside the app as Assistant conversations, decision-replay views and team-coordination screens. Humans approve, override, and escalate within governed control modes — all visible in the same UI.

Explore Cognitive Agents →

COMMON APPLICATION TYPES

What gets built with App Designer.

Operational apps fall into a few recognisable shapes. App Designer is built for these — and for the industry-specific applications your team needs that look like nothing on this list.

Asset health dashboards

Real-time health view across assets, sites, or fleets. Surfaces condition, anomalies, and asset hierarchy at a glance.

Operations views

Live process state for operators on shift. The single screen they keep open through the day.

Shift handover experiences

Structured shift-end summaries with open incidents, deferred actions, and context for the next shift.

Recommendation review screens

AI recommendations surfaced beside the data that drove them. Operators read, approve, or override — in context.

Decision replay views

Time-travel through what the system did, why, and on what evidence. Required for governance and continuous learning.

Governance & approval

Routes that need a human in the loop — escalations, exceptions, policy overrides — with audit trail attached.

Industry & solution-specific apps

Custom apps tailored to a discipline, regulation, or vertical workflow. Every operation has a few that look like nothing else.

Building something else?

Tell us what you're trying to ship — we'll match it to the right App Designer pattern.

FROM SIGNAL TO DECISION

Compose the decision experience — not just a dashboard.

Subject matter experts assemble decision experiences on a visual canvas. Live data, AI recommendations, approval routes and decision evidence — composed into the screen operators actually use. No code.

EQUIPMENT HEALTH — 24H OVERVIEW
BLOCK LIBRARY ACTIVE
0+
Configurable Blocks
0
Lines of Code Required
0+
Data Source Connectors
EXTEND & GOVERN

Package complex functionality into reusable Metablocks. Control who sees what with role-based access.

Operator Read + Approve
Supervisor Read + Configure
Manager Full Access
OPERATOR DECISION FLOW LIVE
DECISION AUDIT TRAILAUDIT TRAIL
14:32:01
Alert: Pump P-301 Vibration
Threshold exceeded. Operator notified inside the App Designer experience.
Anomaly Block
14:32:04
Context Loaded
Historical trends, maintenance history, and OIM context displayed.
Data Binding
14:32:12
Recommendation Surfaced
PdM Agent recommends bearing replacement within 48hrs. Confidence: 94%.
AI Block
14:32:18
Operator Approved
Work order WO-4821 created. Maintenance scheduled for next shift.
Workflow Block
14:32:20
Audit Logged
Full decision provenance recorded. Compliance verified.
Governance

BUILT WITH APP DESIGNER

Real Operational Applications. In Production Today.

Real-Time Mine Health
Real-Time Mine HealthSITE OVERVIEW
1 / 22 DASHBOARDS

AI-POWERED APPLICATIONS

Intelligence Built Into the Interface

App Designer embeds AI at every level of autonomy — from basic monitoring dashboards to governed multi-agent coordination. Click through each level to see what your applications can do.

READ-ONLY

Monitoring

Agents observe data streams and surface alerts. Humans make all decisions and take all actions.

Agent
Human
Agent Role
Observe & Alert
Human Role
Decide & Act
Target Outcome
5-10%

Example Capabilities

Real-time dashboards
Threshold alerting
Data visualization

INTERACTIVE TOUR

Take a Tour of App Designer

APP DESIGNER PRODUCT TOUR INTERACTIVE

PRODUCTION PROVEN

Trusted by Industrial Operators

VERIFIED RESULT — OIL & GAS
$16M Saved every year
18% Reduction in field service trips
95% Reduction in maintenance planning

Customer Case Study

Using XMPro, a global oil and gas supermajor rapidly composed and deployed an intelligent oil well maintenance solution in just three months -- achieving over $8 million in calculated value within the first six months.

VERIFIED RESULT — MINING
$10M Saved every year
30% Reduction in conveyor downtime
9,000t Saved every month

Customer Case Study

Using XMPro, the world's largest potash mining company rapidly composed and deployed a predictive maintenance solution for over 50 miles of underground conveyors in just 30 days, achieving $10 million in savings every year by reducing unplanned downtime by over 30%.

VERIFIED RESULT — ENTERPRISE SCALE
6 Sites with in-house adoption
1,000+ Assets monitored
35+ Operational, tactical and strategic use cases

Customer Case Study

XMPro enabled the in-house engineering team at a major North American miner to independently compose 35 operational, tactical and strategic solutions across six sites, scaling to monitor and manage over 1,000 diverse critical assets.

"XMPro successfully triggered a real predictive maintenance alert for a Haul Truck that appears to have a Strut issue - This was particularly impressive, considering we have only deployed the development environment a few weeks ago"

-- Advanced Predictive Maintenance Lead, major global mining company

Start composing the decisions that matter.

Live data, AI recommendations, approval workflows and decision evidence — assembled into the application layer your team actually uses.