Utility infrastructure physics, sub-surface acoustic water leak telemetry, radar-dimmed streetlighting, and privacy-preserving municipal grids.
Why modern municipal IoT succeeds by prioritizing utility physics over citizen surveillance—slashing non-revenue water loss by 22% and lighting power by 58%.
Active connected IoT devices have crossed 21.9 billion in 2026, but the vanity era of streaming raw sensor telemetry to central clouds is over. From sub-15ms Edge AI and mandatory EU Cyber Resilience Act compliance to closed-loop digital twins and 3GPP satellite roaming, here is how modern engineering leaders build autonomous physical systems.
Our engineering team designs sub-50ms distributed backends, edge AI pipelines, and high-concurrency systems.