MobiWire designs, engineers and manufactures AI-driven products across three lines — AI industrial automation, AI home automation and AI agriculture automation. One team owns the silicon, the firmware and the factory.
Founded in Singapore
AI Product Lines
AI Inference
SMT Production
Different markets, the same foundation — on-device perception, edge compute we design ourselves, and manufacturing we own. Each line ships as our own brand or as your white-label product.
Signature: AI sorting and classification for production lines — goods identified, graded and diverted at line speed, with inference at the machine rather than in the cloud.
View Product Line →Signature: a voice-controlled AI robot cleaner — say the room and it goes, with dToF LiDAR mapping and obstacle recognition running entirely on the device.
View Product Line →Signature: a produce quality grader — durian ripeness and internal defects judged without cutting the fruit open, then sorted into grade classes on the packing line.
View Product Line →An AI model handles the thinking — but a model alone isn’t a product. It takes the board, the firmware and the intelligence, all three together, to make it shippable. We own every one, end-to-end, with one senior team.
NPU/SoC platform selection, model training and quantisation, on-device inference and sensor fusion — so recognition runs locally with low latency and no cloud dependency.
Learn More →We design the board that carries your chosen platform — sized to your I/O, power, thermal and mechanical envelope, and released ready for the production line.
Learn More →Firmware, BSP and drivers — board bring-up, OS integration, connectivity and the OTA update path — to turn hardware into a finished product.
Learn More →Leave out any one and you don’t have a product yet. Model, board and firmware are each essential — and because one team owns all three, the trade-offs are settled in-house, not argued between vendors at integration time.
Our engineers come from FPGA, DSP and telecom hardware backgrounds — people who have taped out real boards, closed real timing and ramped real factories.
FPGA, DSP and SoC design competence in-house — we can go below the SDK when a product needs it.
Camera and microphone inference runs on-device. Frames stay on the product; only what you choose leaves it.
SMT lines and warehousing we own — not an outsourced black box — so ramp-up and engineering changes move fast.
Every line is available white-label, with your ID, your app branding and your certification scope.
Line control & AOI inspection
AMR control & sortation
Voice-controlled cleaning
Hotel & office floor care
Produce grading & sorting
Post-harvest quality control
Pre-shipment verification
Disinfection & cleaning ops
Take any of our three platforms white-label, or bring your own concept. We run it from requirement lock to mass production with named milestones and one accountable team.
Application scope, feature set, target cost, certification markets and volume forecast frozen into a written technical package.
Engineering and design verification builds with test plans, issue tracking and risk-ranked closure before tooling is committed.
DFM checks, fixtures, calibration flow, plus EMC, safety, radio and battery certification for your target markets.
Ramp on our own SMT lines, with ongoing engineering support, ECO management and lifecycle planning across generations.
Share your target market, feature set and volume. We will come back with the right platform, a scope of work and a realistic production timeline.