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R&D To Mass Production

R&D TO MASS PRODUCTION

Engineering Edge AI for Production.

We bridge the gap between complex AI Vision engineering and scalable manufacturing — ensuring quality, efficiency, and smooth deployment across every application environment.

Edge AI hardware engineering and manufacturing
EVT / DVT / PVT Scalable AI Manufacturing
01
Accelerated Time-to-Market

Modular AI foundations and rapid EVT prototyping reduce early R&D risks.

02
Rigorous DFM & Validation

Comprehensive optical calibration, DVT stress testing, and compliance readiness.

03
Scalable Volume Manufacturing

End-to-end PVT verification, supply chain management, and high-yield QC workflows.

ENGINEERING PHASES

A Proven Engineering Path From R&D to Volume Production

Every stage of our hardware engineering and manufacturing workflow is designed to de-risk complex Edge AI vision products and ensure consistent performance at scale.

Integrated hardware, optics, firmware, and DFM support under one roof.
01 / ARCHITECTURE
Requirement and system architecture
Defining the Foundation

Requirement & Architecture

We evaluate system feasibility for your specific AIoT application — focusing on Edge AI power efficiency, hardware-level security, and scalability to ensure a reliable device foundation.

EXPLORE AI PLATFORMS →
02 / PROTOTYPING
Prototype development and sensor calibration
Iterative Vision Excellence

Prototype Development

Transforming concepts into functional prototypes using our modular AI kits. We prioritize sensor-fusion calibration and low-latency performance to reduce development risks and accelerate Time-to-Market.

BROWSE MODULAR KITS →
03 / VALIDATION
Rigorous integration and validation testing
Rigorous Validation

Integration & Testing

Beyond functional testing, we conduct real-world application scenario simulations, stability verification under diverse network conditions, and Privacy-by-Design audits to meet global industry standards.

DISCUSS VALIDATION →
04 / MANUFACTURING
DFM optimization and mass production preparation
Bridge to Scale

Manufacturing Preparation

We optimize for DFM (Design for Manufacturability), ensuring high yield rates for complex optical modules. Our team manages supply chain readiness and establishes QC workflows for large-scale deployment.

PLAN PRODUCTION →
Precision electronics manufacturing and optical testing
DESIGN FOR MANUFACTURABILITY (DFM)
BUILT FOR SCALE

Scaling From 1 to 100,000 Demands More Than Just Code.

Transitioning an Edge AI vision prototype into a commercial product requires tight coordination between hardware engineering, optical alignment, thermal dissipation, firmware stability, and factory-floor quality control.

  • DFM & DFT optimization early in schematic and PCB layout stages.
  • Precision optical & multi-sensor calibration for RGB, thermal, and LRF modules.
  • Proactive BOM lifecycle management and resilient supply chain sourcing.
  • Custom automated testing jigs and strict Outgoing Quality Control (OQC).
Speak With Our Production Team →
PRODUCTION TIMELINE

End-to-End Milestones From Feasibility to Fulfillment

Explore how our structured five-stage lifecycle guides your Edge AI device through verification testing, certification, and mass production.

Transparent Milestones.
Predictable Delivery.

Select a milestone to review the engineering activities, verification tests, and deliverables completed at each stage.

Browse Development Kits →

We conduct a comprehensive technical feasibility study based on your target AI recognition workload, frame rate, power budget, and environmental constraints—selecting the optimal AI SoC/SoM, camera sensors, and connectivity modules.

EXPLORE AI SOC & SOM OPTIONS →

Our engineers define complete hardware/software specifications, high-speed carrier board schematics, mechanical thermal paths, and on-device Privacy-by-Design architectures to safeguard sensitive visual data at the edge.

CONSULT ON SYSTEM ARCHITECTURE →

During Engineering Verification Testing (EVT), we build functional hardware samples, bring up BSP drivers, calibrate ISP image quality and multi-sensor fusion, and validate neural network inference speed on target silicon.

EXPLORE VISION & SENSING MODULES →

Design Verification Testing (DVT) subjects pre-production units to thermal/humidity chambers, vibration tests, ESD/EMC pre-scans, and long-term stress simulations to ensure readiness for FCC, CE, UL, and regional regulatory certifications.

INQUIRE ABOUT DVT & COMPLIANCE →

In Production Verification Testing (PVT), we finalize assembly SOPs, deploy automated factory test fixtures, lock down component supply chains, and ramp smoothly into high-yield volume manufacturing and global fulfillment.

START YOUR PRODUCTION ROADMAP →
ENGAGEMENT MODELS

Flexible Manufacturing Partnerships Tailored to Your Stage

Whether you need a semi-custom carrier board around our AI SoMs or a full turnkey JDM product build, we adapt to your engineering and volume requirements.

SoM and Custom Carrier Board Design 01 / ACCELERATED CUSTOMIZATION

SoM + Custom Carrier Board

Fast-track development by pairing our production-proven AI Systems-on-Module (SAV531 / SMARC 2.0) with a custom I/O carrier board and sensor array.

  • Custom carrier board schematic capture & PCB layout
  • MIPI/USB camera, thermal, and LRF sensor interface integration
  • Custom Linux/RTOS BSP driver adaptation & peripheral bring-up
  • Rapid EVT sample delivery with pre-validated core compute
JDM and Turnkey Product Engineering 02 / JDM & TURNKEY DESIGN

Full-Custom JDM Engineering

Joint Development Manufacturing from initial concept to finished intelligent device—covering electronics, optics, thermal mechanics, and embedded AI software.

  • End-to-end single-board computer (SBC) & optical module design
  • Mechanical enclosure design, thermal simulation & tooling
  • ISP image tuning, AI model quantization & sensor fusion SDK
  • Full DVT reliability validation & regulatory certification support
Volume Manufacturing and Quality Assurance 03 / SCALE & FULFILLMENT

Volume Manufacturing & QA

High-yield SMT assembly, precision optical active alignment, automated functional testing, and supply chain management for global mass production.

  • DFM/DFT review, BOM cost optimization & multi-sourcing
  • Automated SMT, optical focus calibration & box-build assembly
  • 100% burn-in testing, firmware flashing & security key provisioning
  • Strict IQC / IPQC / OQC inspection & global logistics support
FROM EVT TO MASS PRODUCTION

Strict Stage-Gate Quality Verification

Every hardware revision passes through disciplined engineering and production verification gates before reaching your customers.

GATE 01 / EVT

Engineering Verification

Validate core schematics, power delivery, sensor interfaces, and baseline Edge AI thermal and inference performance.

GATE 02 / DVT

Design Verification

Freeze mechanical/PCB design, complete environmental stress and EMC testing, and prepare formal certification samples.

GATE 03 / PVT

Production Verification

Verify mass-production tooling, pilot line takt time, optical calibration jigs, and first-pass yield metrics.

GATE 04 / MP

Mass Production

Execute scalable volume manufacturing with continuous statistical quality control, traceability, and lifecycle support.

LET'S BUILD WHAT'S NEXT

Turn Your AI Vision into a Market-Ready Reality.

Scaling an AI product from 1 to 100,000 requires more than just code — it requires a proven manufacturing partner. IntelliGienic is ready to lead your project from early R&D to global mass production.

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