Articles by Pavlo Matiieshyn
What Is Physical AI: Examples, Challenges, and the Path From Demo to Production
27 Oct 2026
An experience-grounded guide on how to convert physical AI demos into shippable products by our top embedded and AI experts.
RFID vs NFC for Connected Products: A Technology-Selection Guide
22 Oct 2026
RFID stands for radio-frequency identification and is commonly used for tracking. NFC means near-field communication and is associated with contactless payments. For a connected product, the
IoT Penetration Testing Before Release
13 Oct 2026
Learn what steps IoT penetration testing covers, when to run it before release, how to scope it, and what comes after
How to Choose a PCB Manufacturer for Product Scale-Up
06 Oct 2026
Evaluation framework for engineers: DFM, certifications, tolerances, and supply-chain risk when choosing a PCB manufacturer for volume.
Best Microcontrollers for Embedded Systems: How to Choose a Future-Proof MCU
07 Jul 2026
Feeling disoriented when looking for an MCU? Here's an overview of the most relevant choice criteria, plus the list of top 10 microcontrollers we recommend.
Industrial Edge AI Can Reinforce Legacy Systems. Here's How to Make It Work
26 May 2026
Find out how edge AI can boost industrial productivity and save businesses from costly downtime.
Edge AI Use Cases: How Industry Leaders Apply AI, From Manufacturing to Healthcare
15 May 2026
Understand where edge AI delivers the most value. From real-time, on-device decision-making to physical systems autonomy.
The True Cost of Weak Embedded System Security — And How to Protect Your Device
25 Mar 2026
Read about embedded system security vulnerabilities and strategies to prevent them
Edge AI vs Cloud AI Architecture: How Not to Drain Your AI Investments?
24 Mar 2026
You are a business that wants to develop an embedded AI solution. Suppose you need a sound recognition application with a 10K device fleet. Continuous sound streaming generates about 200TB of data per
Lemberg Solutions is Now an Official NXP Partner
04 Mar 2026
We are thrilled to announce becoming a Partner with NXP Semiconductors Inc., advancing our efforts in delivering high-quality embedded software and hardware. NXP is a major manufacturer of high
How to Develop HIL Testing Infrastructure for Industrial Embedded Systems — Expert Insights
10 Feb 2026
HIL testing tutorial: learn why HIL testing has become a strategic asset for industrial enterprises and figure out the nuances of designing a custom HIL setup.
How to Embed AI into Your Embedded System?
19 Jan 2026
Discover how to deploy a pre-trained AI model on embedded systems for speech keyword recognition.
