Software built and proven for devices that live in the real world.
Cloud platforms, companion apps, and device-management software, architected and tested for the messy realities of firmware versions, weak signals, and OTA rollouts across smart home, industrial, and healthcare devices.
What building for IoT actually requires.
IoT systems span boundaries. Device firmware, network protocols, cloud services, and mobile companion apps all interact in ways that fail differently from monolithic applications. The cloud platform and the companion app have to be architected around those boundaries, not just tested against them.
Field conditions don't match lab conditions. Devices work on perfect networks in the lab and fail on weak signals in customer homes. OTA updates that succeed on the bench brick devices in production, so the update pipeline has to be built for graceful failure from day one.
Long device lifecycles add a constraint. Firmware versions deployed in the field must remain compatible with evolving cloud services. The platform is built and the QA program protects deployed devices through backward compatibility testing across upgrade paths.
What we build.
Cloud platforms and device management, fleet dashboards, telemetry pipelines, and device state built to scale.
AI-powered device intelligence, anomaly detection, predictive maintenance, and usage insights built on telemetry.
Companion mobile apps, pairing, control, and monitoring experiences built across firmware versions.
OTA delivery infrastructure, staged rollouts, rollback paths, and device-state safety built in.
Where it breaks without care.
Platforms get built and tested against lab conditions. Real network and environment variability gets discovered post-launch.
Update flows get shipped without staged rollout or rollback design. Partial failures and device-state corruption surface in production.
MQTT QoS, CoAP retries, and BLE pairing behavior have edge cases that require explicit design work, not a generic integration pattern.
Cloud service updates break older firmware versions deployed in the field, because backward compatibility wasn't part of the release contract.
How we deliver it.
Devices, gateways, cloud services, mobile apps, and protocols mapped with boundaries marked at the architecture stage.
Cloud platform and protocol integration built and validated across MQTT, CoAP, HTTPS, and BLE with QoS and edge-case coverage.
Network drops, weak signals, offline behavior, and partial failure modes designed for and tested explicitly.
OTA update pipelines built with staged rollout and rollback verification across firmware versions and device states.
Companion app built and tested across firmware versions with backward compatibility coverage.
Industry focus areas.
MQTT, CoAP, HTTPS, BLE, Zigbee, Z-Wave integration built and tested with QoS levels and edge case handling.
Update delivery, rollback paths, partial failure handling, and firmware version compatibility built and verified.
Cloud degradation behavior, reconnection patterns, message queueing, and offline state handling engineered in.
Weak signals, network transitions, power cycling, and low-battery behavior tested under realistic conditions.
Device authentication, encrypted communication, firmware integrity, secure boot, and key management built and audited.
Cross-firmware compatibility, paired-device behavior, and app update coordination.
Tools and technologies.
IoT programs are a three-layer problem: the cloud control plane, a companion app, and the protocols stitching devices together. The stack below spans the platform build, the AI layer, and the device-testing tools that cover all three.
Platform
AI
Device & protocol testing
Evaluating a build partner?
A two-week scoping engagement covering IoT platform architecture review, protocol and topology risk mapping, and a 90-day delivery plan across build and QA.
Make your next releaseuneventful.
Book a free 30-minute scoping call. We'll review your stack and roadmap and show you exactly where the risk, and the opportunity, is hiding, no pitch deck required.