Edge-AI & IoT Systems Development Services for Maryland

COLETEK specialises in designing and building Edge-AI and IoT systems for smart devices, environmental monitoring, autonomous platforms, and real-time automation. We combine embedded AI with sensor networks to deliver highly responsive, decentralised systems that reduce cloud dependency and latency.

Applications

• Smart agriculture: crop monitoring, automated irrigation
• Industrial predictive maintenance using embedded ML
• Wearable biometrics with on-device inference
• Edge-based surveillance and alerting
• Remote robotics with real-time sensor fusion

Our Expertise

• Low-power edge inference using platforms like Raspberry Pi / NVIDIA Jetson for heavier workloads and AI-capable MCUs (e.g., STM32-class) for lightweight models and low-power
• Embedded ML pipelines for anomaly detection, classification, and control
• LoRa, NB-IoT, Wi-Fi, LTE, and mesh networking using platforms like ESP32
• Secure OTA updates, device provisioning, and remote management
• Integration with cloud platforms (AWS, Azure, GCP) or private infrastructure

From initial prototyping to scalable production-ready deployment, we handle the full stack—hardware, firmware, edge AI, and cloud APIs. Whether you're an industrial leader or an early-stage innovator, our team helps build future-proof smart systems for Maryland.

Contact COLETEK to learn how we can design your next edge-enabled solution.

Explore related services like Embedded Systems, AI Prototyping, and Electronics Design for Maryland.

Edge-AI devices bring intelligence closer to the source — enabling faster, more efficient systems.

COLETEK empowers businesses across Maryland, Newcastle, New South Wales, Australia, to harness the transformative power of Edge-AI and IoT technology. Our comprehensive development services enable you to seamlessly integrate intelligent devices, sensors, and data analytics into your operations.

Our team of experts collaborates with you to understand your unique industry challenges and design tailored solutions that balance connectivity, power, and intelligence. We leverage our extensive experience in embedded ML, sensor integration, communications, edge inference, and cloud interfaces to deliver robust and reliable systems.

From initial discovery and design decisions to prototyping, iteration, integration, testing, and production-readiness, we guide you through every step of the process. Our agile approach ensures seamless adaptation to your evolving needs and deployment environments.

We understand the need for seamless collaboration across regional and metropolitan areas. Our Australia-wide support network enables us to effectively manage projects spread across diverse locations. Our focus is on delivering real-world deployments, not just demo-only systems.

With over 150 successful R&D and product development projects under our belt, COLETEK maintains an in-house prototyping lab to support rapid hardware and software development, testing, and refinement. Our founder, Luke Cole, brings 25+ years of hands-on experience across robotics, electronics, embedded systems, AI, and product development to every project.