IoT & Connected Devices

From edge to cloud, we help you ingest high-volume telemetry, manage fleets safely, and turn live signals into decisions— with secure identity, reliable updates, and real-time analytics.

Edge Ingestion

Stream sensor data via MQTT/HTTP with backpressure and batching to keep costs predictable and pipelines stable.

Device Identity & OTA

Per-device keys, mutual TLS, staged rollouts, and safe rollback—so updates ship faster without bricking fleets.

Live Analytics

Process streams for anomalies and KPIs; surface insights to dashboards/alerts and trigger automated actions.

What you get out of the box

  • Provisioning flows (claim codes, certificates, rotation policies)
  • Topic design, QoS strategy, and dead-letter handling for reliability
  • Digital twin models for current state, health, and commands
  • Batch + stream landing into your warehouse/lake for BI & ML
  • Fleet operations: targeting, staged OTA, canaries, and rollback
  • Guardrails: authZ, rate limits, audit logs, and policy approvals
IoT telemetry and device management workflow

Pipeline at a glance

Device
Telemetry, commands
Ingest
MQTT/HTTP, buffers
Process
Rules, enrich, detect
Store
Hot + cold paths
Act
Dashboards, alerts
We tailor components to your footprint—whether you run broker/ingestion at the edge, in the cloud, or hybrid.

From pilot to planet-scale

Start small with a reference architecture, then scale safely as devices and data grow.

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