Field-tested guides on AI-driven hardware, 3D printing, custom PCBA, and low-volume manufacturing — written by the engineers running our Thailand SMT line.
How to scope an AI-enabled product — from model selection (LLM-on-device vs. CV vs. classic ML) to silicon choice, thermal design, and firmware pipelines. Real BOMs from our AI-tracker project.
Read the guideSLA vs. SLS vs. FDM vs. MJF — when to use which, what finishes match injection-molded parts, and how to keep tolerances tight enough for snap-fit assemblies.
Read the guideThe 7-step journey every custom PCB follows: schematic, stackup, Gerber review, BOM sourcing, DFM feedback, SMT, ICT. Plus the 6 most common mistakes that delay prototypes by weeks.
Read the guideFrom 50 to 5,000 units: how EMS pricing actually works, why your "cheap" Chinese quote explodes at 1k pcs, and 4 strategies to keep NRE under control.
Read the guideHow the four resources above map to a typical product journey — from idea to retail shelf.
Define what your product does. Pick the silicon (MCU / SoC / NPU). Size the AI workload.
Print enclosures, brackets, mounts. Iterate mechanical fit. Test in real environments.
Schematic → layout → Gerber → SMT. First article within 2-3 weeks. We handle DFM.
500–5,000 units from our Thailand line. Box-build, test, ship. Scale to 50k+ when ready.
Tell us what you're making. We'll send a feasibility review within 48 hours — no commitment.
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