Production systems delivering results across industries. Not prototypes. Not pilot programs. Working intelligence in the field.
Anonymised details from production deployments. Real numbers from real sites.
Complete asset register for a major refinery's valve actuator fleet. Field teams captured nameplate data using mobile devices. The neural engine extracted, validated, and enriched every record — correcting OCR errors against known patterns and filling missing specifications from stored data.
Protocol-level integration with master station networks across multiple treatment plants. Bulk data acquisition engineered for minimal load on production networks. Real-time event detection, alarm processing, and analytics fed into the client's existing systems via API.
Site-wide equipment survey across a mining operation. Datalling campaign covering mechanical, electrical, and instrumentation assets. GPS-tagged, photo-evidenced, validated on capture. Neural engine enriched records with environmental profiling and condition scoring.
Visual condition assessment of critical actuators at a coastal marine terminal. Every asset photographed, condition-scored, and mapped against environmental exposure data. Corrosion risk profiled. Deterioration rates compared against inland baselines. Replacement priorities data-driven, not calendar-based.
Digital commissioning platform for a power station upgrade. Field engineers captured installation records, test results, and photo evidence on mobile devices. Data validated in real time against project specifications. Structured commissioning records delivered via API into the client's document management system.
Comprehensive product database built from real field encounters — not manufacturer catalogues. Validated specifications for 400+ products across 20+ manufacturers. Every entry verified against actual nameplate data from field deployments. Growing with every scan.
Current deployments span five industries. The technology applies to any domain where data accumulates and patterns matter.
Refineries, terminals, offshore platforms
Treatment plants, distribution networks
Processing plants, remote operations
Stations, substations, renewable sites
Terminals, port infrastructure, coastal
Facility management, infrastructure, logistics
Not reports that sit on a shelf. Structured data that goes straight into your systems.
Complete, validated, structured records for every asset. Built from field data, enriched by the neural engine. Delivered via API in JSON, CSV, or your preferred format.
Visual condition assessments with scored ratings, photo evidence, and environmental context. Deterioration trended over time. Replacement priorities based on data, not calendars.
Site-specific atmospheric analysis, corrosion risk factors, and deterioration rate predictions. Correlated with observed equipment condition across deployments.
Real-time data feeds from connected systems. Events, alarms, position data, operational states. Delivered via API into your analytics, SCADA, or business systems.
Structured capture of installation data, test results, and sign-off documentation. Validated against project specifications. Photo-evidenced. Audit-ready.
Everything delivered via API. Standard formats. No platform lock-in. Integrate with whatever you already run — your CMMS, ERP, document management, or custom systems.
Tell us what you need captured, connected, or made intelligent. We'll tell you exactly how we'd do it.