Hi everyone,
I’ve been using some of Analog Devices’ design tools and calculators for typical signal chain and hardware design tasks, and recently started wondering how well they align with the growing use of AI-related workflows, especially at the edge.
For example, in scenarios where systems involve:
sensor data preprocessing for AI models
real-time signal analysis before inference
integration with embedded or edge AI pipelines
it feels like traditional design tools might need to adapt or expand a bit.
I came across a short overview discussing how modern AI systems are structured — especially around data flow, preprocessing, and deployment — and it gave some useful context for thinking about hardware + AI integration:
https://techstoffe.com/
So I’m curious:
Are there any tools from Analog Devices specifically aimed at AI-assisted design or edge AI optimization?
Do existing calculators/tools account for workloads related to AI preprocessing or inference?
How are people here approaching the combination of signal processing and AI in practical designs?
Would appreciate any insights or examples.