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The Platform

Devicestodashboards, engineeredasonestack.

Six integrated layers — devices, connectivity, cloud, operations, AI, security — built on open standards and multi-cloud infrastructure. Pick what you need; everything fits together.

  • Multi-cloud

    Build for AWS, Azure, GCP, or self-hosted. Your platform choice should never be a one-way door.

  • Open & standards-based

    MQTT, OPC-UA, REST, OpenAPI, OAuth. We do not invent protocols where standards already exist.

  • Secure by default

    Per-device identity, signed firmware, mTLS — wired in from day one, not retrofitted before audit.

  • Operations-first

    Every product ships with an OTA pipeline, a fleet dashboard, and a runbook your team uses on day one.

Platform architecture

Data flows from sensor to decision.

Each layer hands off cleanly to the next — buffered, secured, observable. No vendor traps; no sunk-cost re-platforms.

Device Sensor + MCU Gateway BLE / LoRa / Cellular Ingest MQTT broker, Kafka Store + AI Time-series + ML Operator Dashboard / API OTA · CONFIG · KEYS

The six layers

Pick what you need. Everything fits together.

Most teams hire us for one or two layers and absorb the rest in-house. The platform is designed for that: clean handoffs, no lock-in, and documentation that travels with the code.

Layer 01

Devices & Edge

From the silicon up. Sensor-class MCUs, gateway-class SoMs, and the firmware that turns them into a product.

  • ESP32 / STM32 / nRF52 / NXP i.MX / RPi CM
  • FreeRTOS, Zephyr, embedded Linux (Yocto, Buildroot)
  • Sensor fusion, signal conditioning, low-power design
  • Edge inference with TensorFlow Lite and ONNX
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Layer 02

Connectivity

Pick the right radio for the job, then build the protocol stack that survives the field.

  • BLE 5.3, Wi-Fi 6, Thread, Zigbee, Matter
  • LoRaWAN, NB-IoT, LTE-M, Cat-M1, satellite
  • MQTT, CoAP, AMQP, OPC-UA, Modbus / TCP
  • Store-and-forward, retry, jitter buffers, SIM lifecycle
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Layer 03

Cloud & Data

Ingest at scale, store cheaply, query fast. Operator dashboards your people actually use.

  • AWS IoT Core / Greengrass, Azure IoT Hub, GCP IoT
  • Kafka / Kinesis ingest, Lambda / Functions transforms
  • TimescaleDB, InfluxDB, Parquet on S3 + Athena / BigQuery
  • React / Next.js dashboards, Grafana, Superset
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Layer 04

Operations & OTA

A staged OTA pipeline, a fleet you can see, and a runbook the on-call engineer reads at 3 AM.

  • A/B partitioning, signed images, watchdog rollback
  • Staged rollouts, kill switch, telemetry from bootloader
  • Mender, Memfault, Particle, Balena integrations
  • Crash reporting, fleet health, alert routing
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Layer 05

AI & Analytics

Models on the edge for latency. Models in the cloud for scale. GenAI at the operator interface.

  • PyTorch, TensorFlow Lite, ONNX, NPU offload
  • Predictive maintenance, anomaly detection, vision
  • OpenAI / Anthropic Claude / Llama with retrieval
  • Feature stores, model registries, drift monitoring
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Layer 06

Security & Compliance

Per-device identity, signed everything, certifications scoped before design freeze — not after.

  • Per-device certificates, secure element / TPM, fuses
  • Secure boot, signed OTA, image rollback
  • TLS 1.3 mutual auth, mTLS to broker, key rotation
  • IEC 62443, ISO 27001, NIS2, FCC / CE / RED, HIPAA
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The technology mix

Boring where it matters. Modern where it pays off.

The technologies we reach for on day one. We swap any of them out when the engagement calls for it.

  • Silicon & Modules

    • Espressif ESP32
    • STM32
    • Nordic nRF52/53
    • NXP i.MX
    • Silicon Labs EFR32
    • Quectel
    • u-blox
    • Telit
  • Connectivity & Protocols

    • BLE 5.3
    • Matter
    • Thread
    • Zigbee
    • LoRaWAN
    • NB-IoT
    • LTE-M
    • MQTT
    • CoAP
    • OPC-UA
    • Modbus
  • Cloud Platforms

    • AWS IoT
    • Azure IoT Hub
    • Google Cloud IoT
    • Cloudflare
    • Vercel
  • Fleet & Observability

    • Mender
    • Memfault
    • Particle
    • Balena
    • Datadog
    • Grafana
    • Sentry
  • Data & Analytics

    • TimescaleDB
    • InfluxDB
    • Kafka
    • Snowflake
    • BigQuery
    • Athena
    • Databricks
  • AI & ML

    • PyTorch
    • TensorFlow Lite
    • ONNX
    • OpenAI
    • Anthropic Claude
    • LangChain
    • Pinecone
    • Weaviate

Ready to ship

Let's get started.

Tell us about the problem. We come back within one business day with a clear path, a timeline you can plan around, and a fixed-scope first milestone.