Wonder DataLabs

Verticals built on Sentinel.

Packaged solutions for the operational problems heavy industry faces every day. Each vertical shares the same data layer, runs on the same AI, and is available via custom frontends or entirely via API.

Asset Monitoring

Real-time visibility into equipment health and operating conditions across the fleet.

Asset Performance Management

Predict failures, optimize maintenance strategies, extend asset life — across rotating and fixed equipment.

Process Safety

Continuous monitoring, automated regulatory auditing against API, BSEE, OSHA, and ISO standards. HAZOP tracking and incident investigation.

Operations Management

Unified operational visibility — production tracking, downtime analysis, KPI benchmarking, cross-shift comparison.

Production Optimization

Throughput maximization, efficiency tracking, energy consumption, quality control.

Commercial Intelligence

Contract management, SLA monitoring, automated penalty/bonus tracking, procurement intelligence.

Want a vertical tailored to your operation?

Each vertical adapts to your assets, workflows, and regulatory regime. A scoped demo runs against your data in the Bootcamp.