
Industrial Vision Inspection
Algorithm development, model optimization, software integration and testing for object detection and complex-surface defect recognition.
View detailsFrom chip to product, from hardware to software—full-chain embedded R&D services.
Bare-metal and RTOS (FreeRTOS/RT-Thread/Zephyr) development on ARM Cortex-M/A, RISC-V and DSP platforms—bootloaders, drivers, low-power design, and communication/industrial protocol stacks.
Get a ConsultationKernel tailoring and porting, device tree and driver development, Yocto/Buildroot root filesystems, multimedia and graphics pipelines, Android BSP/HAL and framework customization, secure boot.
Get a ConsultationChip selection, schematic and power design, high-speed signals (DDR/PCIe/USB), 4–16 layer PCB layout, SI/PI/EMC optimization, board bring-up and mass-production ramp-up.
Get a ConsultationLow-power device firmware, OTA updates, short-range/wide-area/LPWAN communication, cloud integration (AWS/Azure/Alibaba/Huawei/Tuya), edge computing and on-device AIoT.
Get a ConsultationVerilog/VHDL/SystemVerilog RTL design, custom IP cores, Zynq/UltraScale+ SoC hardware-software co-design, high-speed interfaces and DSP IP, UVM verification and prototyping.
Get a ConsultationUnit/integration/system testing, hardware-in-the-loop, automated regression, static analysis (cppcheck/Coverity), MISRA C compliance and continuous integration.
Get a ConsultationWireless (FCC/CE-RED/SRRC/KC), safety (UL/CSA/CCC), and industry/environmental standards including AEC-Q100/ISO 26262, IEC 62304, RoHS/REACH.
Get a ConsultationA mature, standardized methodology ensuring every project progresses efficiently and delivers on time.
Requirements
Feasibility
Quotation
Contract
Architecture
Iterative Dev
Milestone Review
System Testing
Delivery
Certification
Production Ramp-Up
Post-Launch Support
Flexible ways to engage, matched to your stage and scenario.
Well-defined projects with clear scope. Fixed-price turnkey delivery with defined acceptance criteria and milestone-based payments.
Teams needing embedded engineering capacity. Time-and-materials billing; engineers join your team on-site or remotely.
Technology selection, design review, problem solving. Hourly/daily billing for expert design review, architecture and diagnosis.
Projects with complementary strengths. Co-investment of resources and effort, collaborative development with shared outcomes and IP.
Startups with ideas but no technical team. Full support from MVP prototype to mass production to bring concepts to market.
Explore product categories and engineering capabilities drawn from collaboration scopes.

Algorithm development, model optimization, software integration and testing for object detection and complex-surface defect recognition.
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Data preparation, model fine-tuning, evaluation, inference packages and deployment integration for business copy generation.
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GPU server provisioning, platform installation, model deployment, system integration and maintenance for AI workloads.
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Knowledge management, intelligent Q&A, agent workspaces and ticket workflows with channel integration, quality review and analytics.
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Order collaboration, WMS, TMS, reconciliation and analytics, with scanning terminal and business system integration.
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Connect client applications, administration, workflows and analytics with AI applications and third-party services.
View detailsAnonymized summaries describe technical scope without client information. They do not imply every project has passed acceptance.