Every project started with an operational problem. The technology followed the need.
Permanent, distributed nodes that continuously probe the cellular carrier environment and report over an independent LoRaWAN backhaul — replacing periodic walk tests with automated survey infrastructure.
Pulled operational data from a locked-down vendor system — accessible only through a web UI — into a queryable PostgreSQL database, then layered on dashboards and an AI chatbot for natural-language querying.
Centralized 24/7 monitoring and alerting for a university distributed antenna system, replacing manual site visits with automated fault detection.
From paper ticket photo to structured payout report. An AI extraction pipeline with human-in-the-loop review for forestry operations.
Automated terrain acquisition, balanced cut/fill elevation optimization, and interactive 3D visualization for construction site preparation.