How RobotOps Works

Four steps from connecting your first robot to predicting failures before they happen. No changes to your control systems.

Connect your robots

Lightweight adapters connect to your existing robot vendor APIs. No changes to control logic, no agents on the robot.

REST, MQTT, VDA 5050 support
Read-only by default
Connect in minutes
1
🔗
REST API
📡
MQTT
🤖
ROS Bridge
📋
VDA 5050
⚙️
Custom
📚
Docs
Event Context Graph
🌡️ Temp Spike 🔋 Battery Fail 🎫 Intervention
Pattern Library
motor_overheat
47x
battery_degraded
23x
sensor_drift
12x
2

Learn from every event

The Event Context Graph links related events into causal chains. Every repair teaches the Pattern Library which fixes work for which symptoms.

Event Context Graph (linked causality)
Pattern Learning from repairs
AI that improves with every fix

Predict failures

When telemetry drifts from baselines, RobotOps generates predictions with confidence scores and recommended actions.

Confidence scores
Actionable recommendations
Maintenance windows
3
⚠️
AMR-007 Motor Bearing
Schedule within 72 hours
87%
🔋
AMR-003 Battery
Order replacement
92%
AMR-012
All systems healthy
OK
Edge Agent Workflow
Edge Online 12ms latency
Robot Stuck
⚠️ Safety Recommendation
🎫 Create Intervention
Recommend E-Stop
AMR-007: Safe stop recommended
👤 Operator: Acknowledge 📍 Aisle 4
4

Execute locally, sync globally

Edge Agents execute workflows on-site with sub-second latency. Safety recommendations surface to operators for acknowledgment. Works offline, syncs when connected.

Edge-first architecture (12ms latency)
Safety recommendations (not commands)
Offline operation with auto-sync
Operator acknowledgment tracking

Edge-first, vendor-neutral architecture

Edge Agents run on-prem for local workflow execution. The cloud platform learns patterns, generates predictions, and syncs insights across sites.

🤖

Robots & Systems

Locus, 6 River, MiR, Fetch, ROS, VDA 5050, custom systems

ON-PREM
🖥️

Edge Agent

Local workflow execution, telemetry buffer, offline operation

RobotOps Cloud

Context Graph, Pattern Learning, anomaly detection, predictions

👥

Your Team

Safety recommendations, AI Copilot, dashboards, alerts

Ready to see it in action?

Book a demo to see how RobotOps can predict failures before they impact your operations.

Book a demo