
Compare standard development boards and custom OEMedge AI boards in cost, performance, stability and
scalability to choose theright solution for your project.
Most AI edge project developers start withuniversal standard development boards for prototype verification. However, whenentering commercial mass production, most teams will encounter problems such ashigh cost, large size, redundant functions, and poor industrial stability.Custom OEM board design is the inevitable upgrade from prototype to massproduction.
Disadvantages of Standard Development Boards
• Equipped with universal redundant interfaces, highoverall cost for mass production
• Commercial-grade design, unable to adapt toindustrial high and low temperature environment
• Fixed circuit scheme, cannot match personalizedalgorithm needs
• Easy to be cracked, poor intellectual propertysecurity
Advantages of Custom OEM Edge AI Board
1. Project Dedicated Optimization
Tailor circuits according to your AI algorithmload, power consumption, and installation size requirements, no redundantwaste.
Support EMC anti-interference, wide temperatureadaptation, and long-term aging resistance, suitable for industrial edgecomputing scenarios.
Customize dedicated sensor access, high-speedtransmission, and multi-channel acquisition circuits according to projectneeds.
4. Independent IP & Low Mass Production Cost
All design files are exclusive to customers, andthe unit cost drops significantly after mass production.
• Prototype verification stage: use standarddevelopment boards
• Small batch trial production & formal massproduction: switch to custom OEM boards

Do you need to upgrade your AI edge project fromstandard board to OEM custom solution?
Our engineers provide free schemeevaluation and cost optimization suggestions.
Contact Us:service@linkfronts.com