Tiny Intelligence: Running AI on Microcontrollers for the Next Generation of Smart Devices

Artificial Intelligence is no longer limited to powerful cloud servers and high-end GPUs. A new technological movement is bringing machine learning capabilities directly to tiny, low-power devices through a concept known as TinyML — the practice of running AI models on microcontrollers.  From smart wearables and industrial sensors to voice assistants and autonomous drones, microcontroller-based […]

  • Market research & user needs 
  • Product definition & specifications 
  • Regulatory feasibility (BIS, CE, FCC, ISO, medical, automotive, etc.) 
  • Cost modeling & unit economics 
  • Make vs Buy decisions