The Component Shortage Problem
Since 2020, component shortages have become a regular part of hardware development. A chip available last month might be on 52-week lead time today. AI makes finding alternatives a 10-second task instead of hours on distributor sites.
Finding Alternatives by Description
- ▸"5V linear regulator, SOT-23, 150mA output"
- ▸"Dual op-amp, single supply, rail-to-rail, SOIC-8"
- ▸"N-channel MOSFET, 30V, 20A, TO-220"
Identifying Unknown Components
Have a component with a marking you can't read? Upload a photo. AI vision can identify components from IC package markings, discrete component color codes, and PCB silkscreen labels.
Evaluating Alternatives
- ▸Pin compatibility — verify same function on same pin number
- ▸Electrical compatibility — voltage ratings, current limits, logic levels
- ▸Package compatibility — same type doesn't always mean same footprint
- ▸Software compatibility — register maps must match if reusing firmware
💡 Tip: Always verify pin-compatible alternatives against both datasheets before replacing in a design. "Compatible" claims need manual confirmation.