Projects

An autonomous, AI-operated web product that helps under-resourced organisations find the grants they qualify for and drafts the application. Three cooperating agents — a librarian that builds and curates the dataset daily, a matcher that reasons about eligibility, and a writer that drafts the application — running unattended in production.

Complete telemetry system for a mining fleet of 40+ haul trucks and support vehicles. Real-time engine diagnostics via J1939, fuel consumption tracking, operator behavior monitoring, and predictive maintenance alerts.

Network of 25 remote monitoring stations for a water utility. Sensors measure pH, turbidity, chlorine levels, and flow rates. Solar-powered with satellite backup for sites without cellular coverage.

Temperature monitoring and compliance system for pharmaceutical logistics. Real-time tracking of 200+ refrigerated shipments with automated excursion alerts and regulatory reporting.

Overall Equipment Effectiveness tracking for a packaging line. Integration with existing PLCs, automated downtime categorization, and shift-by-shift performance reporting.

Performance monitoring for a 50MW solar installation. Inverter integration, string-level monitoring, weather correlation, and underperformance detection across 150,000 panels.

Fuel monitoring system for a trucking fleet experiencing significant theft. Tank level sensors, GPS correlation, and ML-based anomaly detection to identify suspicious drain events.