Optimise operations and reduce downtime with element14's embedded AI platforms, AI development kits, reference designs, single-board computers, sensors, and AI components for condition monitoring and predictive maintenance. Our solutions leverage machine learning, anomaly detection, edge AI analytics, and real-time data processing across manufacturing, energy, industrial, and smart IoT applications.
element14 provides development boards, pre-integrated AI sensors, reference designs, and components to accelerate the creation of intelligent monitoring systems. Whether you’re building predictive maintenance solutions, industrial IoT monitoring, or energy management systems, our embedded AI kits and platforms help developers deploy scalable, high-performance, data-driven applications that improve operational efficiency, reliability, and overall system intelligence.
Applications
Environmental Condition Monitoring
AI-enabled sensors and embedded platforms to track temperature, humidity, vibration, and air quality in real time.
Anomaly Detection
Machine learning algorithms to detect unusual patterns in equipment performance, preventing failures and reducing downtime.
Diagnostic Analytics
AI-driven analytics for root cause analysis, system health insights, and improved maintenance decision-making.
Predictive Maintenance
Embedded AI platforms forecasting equipment performance to schedule maintenance and maximise operational uptime.
Vibration Analysis
Real-time vibration monitoring with AI and edge platforms to detect early signs of mechanical wear and failure.
Energy Monitoring and Optimisation
AI-powered energy tracking and analytics for industrial systems, IoT devices, and sustainable operational efficiency.
Condition Monitoring Process
Development Platforms
Resources
Videos
Anomaly Detection in Smart Factories – N-AFE Enables Predictive Maintenance in your F
Accelerating Development: NXP's Motor Control Tools and Technologies
TJA1103 demo video showing features for better link availability and maintenance
Analog Awesomeness: NXP's Universal Sensing Module
Analog Devices Solutions
Reference Designs
End-to-End Solutions
Development Platforms
Resources
Videos
ADI OtoSense Smart Motor Sensor -Advanced Predictive
Advanced Predictive Maintenance Solutions for Electric Motors
AI-Driven Smart Motor Sensor for Real-time Asset Health Insights
CN0549: Condition-Based Monitoring Development Platform
CbM: From Sensors to Machine Learning
Condition Monitoring, Sensing to AI-Enabling Actionable Insights
CN0549 New Condition-Based Monitoring Platform from Analog Devices
ADI: CbM-Centric Precision DAQ Signal Chain Reference Design and Wired CbM Solution C
STMicroelectronics Solutions
Reference Designs
End-to-End Solutions and Development Platforms
Resources
Videos
Functional safety: STM32 solutions
Deploy your AI application on STM32 MPUs with STM32 AI tools
AI on STM32 : Computer Vision made simple with FP-AI-VISION1 and STM32Cube.AI
AI on STM32: tinyML predictive maintenance in an STM32 microcontroller with NanoEdge
MachineQ and MuRata help Simplify your IoT Journey
STM32H7 series dual-core microcontroller - Webinar replay
Develop TrustZone enabled applications on STM32L5 ARM MCUs with STM32CubeIDE - Webina
Motor Control Part4 - 1 Low Voltage portfolio
AMD Solutions
End-to-End Solutions
Resources
Videos
Out-of-the-Box Ready Development Platform for Motor Control and DSP-intensive Applica
Plethora IIOT Analytics and Machine Learning: Powered by Xilinx
Accelerating Predictive Maintencance with Python and Neural Network-Based Edge AI
AMD Presents: Advancing AI
Microchip Solutions
Reference Designs
End-to-End Solutions and Development Platforms
Resources
Videos
Coffee Break | S6E5 | Machine Learning Using SensiML and an 8-bit
How Microchip Technology is Enabling AI at the Edge in 2025
StreamAnalyze Predictive Maintenance Demonstration Demo SPS 2023 #shorts
How to Improve Your Motor Efficiency
ML on 32 bit MCUs - Keyword Spotting with Edge Impulse
Software and Neural Network IP for Smart Embedded Vision
ML on 32 bit MCUs - Gesture Recognition with SensiML
IoT Design Week Day 2 - Machine Learning and Artificial Intelligence
เทคโนโลยี
Applications
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DEVKIT HQ
The #1 Destination for Embedded Evaluation Boards, Development Kits, and Tools
IoT Sensor to Cloud Platform
/IOTCONNECT™ accelerate your loT journey with secure, ready-to-use cloud connectivity
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