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PRACTICE / ENGINEERING

Sensors are easy. Decisions are the work.

IoT that turns fleet telemetry into operating decisions.

We build IoT and digital-engineering systems that move beyond connected dashboards — instrumented assets, edge processing, and the cloud-side intelligence that closes the loop between observation and action.

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  1. 01IoT Consulting & Strategy
  2. 02IoT Solution Integration
  3. 03IoT Device Management

  1. IoT Consulting & Strategy

    Develop IoT strategies aligned with business goals and efficiency.

    DELIVERED WITHIndustry 4.0 · Edge-first

  2. IoT Solution Integration

    Custom IoT solutions with sensors, connectivity, and data analytics.

    DELIVERED WITHMQTT · OPC UA · LoRaWAN

  3. IoT Device Management

    Secure, scalable device connectivity and lifecycle management.

    DELIVERED WITHAWS IoT · Azure IoT Hub · Mender

  4. Data Analytics Integration

    Real-time insights for decision-making and operational efficiency.

    DELIVERED WITHKinesis · Timestream · Grafana

  5. Digital Twin Technology

    Create digital replicas of assets for monitoring and predictive maintenance.

    DELIVERED WITHAWS TwinMaker · Azure Digital Twins

  6. AI-Driven Smart Automation

    Enhance efficiency and decision-making using AI and automation.

    DELIVERED WITHEdge ML · TensorFlow Lite · ONNX

02 / ENGAGEMENT SPINE

How an iot & digital eng. engagement actually runs.

Five phases — each with a clear deliverable so the progress is checkable, not vibes. Phases overlap in practice; the rail is sequence, not gates.

  1. 01

    Discover

    Inventory assets, telemetry available, and the decision the IoT layer is meant to support. Edge vs cloud.

    • Asset inventory
    • Telemetry map
    • Decision model
  2. 02

    Design

    Design the edge stack, connectivity tier, security posture, and the data contract with the cloud layer.

    • Edge architecture
    • Connectivity plan
    • Data contract
  3. 03

    Engineer

    Build firmware, edge agents, ingestion pipelines, and the operating dashboards. Field test before fleet rollout.

    • Firmware
    • Edge agents
    • Dashboards
  4. 04

    Deploy

    Roll the fleet by site or batch. OTA channels, signed updates, rollback paths — assume the device is far away.

    • Fleet rollout
    • OTA channel
    • Rollback procedure
  5. 05

    Operate

    Steady-state telemetry monitoring, anomaly detection, and quarterly twin reconciliation against ground truth.

    • Telemetry health
    • Anomaly alerts
    • Twin reconciliation

03 / TOOLCHAIN

What we reach for on iot & digital eng. engagements.

Tools are choices, not commitments — substitute per your environment. The grouping below is the shape of the stack, not a vendor list.

EDGE

  • Raspberry Pi
  • NVIDIA Jetson
  • Greengrass
  • Azure IoT Edge

CONNECTIVITY

  • MQTT
  • OPC UA
  • LoRaWAN
  • Cellular IoT

CLOUD IOT

  • AWS IoT Core
  • Azure IoT Hub
  • GCP IoT Core

TIME-SERIES

  • InfluxDB
  • Timestream
  • TimescaleDB

DIGITAL TWIN

  • AWS TwinMaker
  • Azure Digital Twins
  • Unity

Bring your iot & digital eng. brief.A principal responds within one business day.

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