Building smart devices? Discover the differences between hiring dedicated teams and outsourcing as well as how choosing the right one can accelerate time market.
The 5 Decisions That Make or Break an Edge Device Before It Ships
At embedUR, we’ve helped turn plenty of Edge device prototypes into field-ready products. We’ve also seen where projects go wrong. These five decisions come up every time.
Warehouses Without Idle Time: Beating Human Unload Throughput with Edge AI
While rarely on the balance sheets, idle time is the silent tax e-commerce pays before the first pallet even shifts; costing employers in the US a whopping $100 billion each year.
Tips for Optimizing AI Models for Tiny Devices
Complex AI model performance can be computationally and energy intensive. Learn powerful optimization strategies to make your AI models smaller, faster, and more efficient.
How Sustainable are YOUR AI Products?
Discover the carbon cost of AI convenience and what steps we can take to create more sustainable Edge AI products and applications
The Rat Race to MVP in Edge AI: Top 5 Bottlenecks in Edge AI Workflows & How to Overcome Them
Discover the top 5 pitfalls that derail AI-powered solutions, automation, and adoption to different industries and how you can avoid each one.
Optimizing TinyML with Neural Architecture Search: A Practical Guide for Edge AI
Deploying AI onto microcontrollers—known as TinyML—is akin to packing a symphony orchestra inside a wristwatch. Could Neural Architecture Search be the key to achieving this mammoth feat?
Talking Without Borders: The Rise of Real-Time AI Translation at the Edge
Discover how Edge AI is transforming communications in 2025 by powering real-time translation, fostering global connections, and boosting customer satisfaction for businesses.
Why Building Smart Devices Feels So Hard
Building any smart device can be a pain. Discover how ModelNova refines and retrains AI models, making it easier to go from rough draft to production candidate.
Digital Twins & Edge AI: Powering Real-Time Operational Intelligence
Discover how digital twin and AI technologies are revolutionizing industries with groundbreaking use cases and the future potential of AI-powered digital replicas












