Our self developed three-tier R&D framework, The Pyramid, is aimed for extraordinary efficiency and reliability. Supported by over 20 years of technological experience, and the dedicative work of over 140 engineers, the Pyramid is a strategic investment and a setting stone to propel our abundance in products and expansion in market.
Developments that fulfills Customer/Project Specific Customizations
Industry
Technological developments of standard products and softwares for specific industries.
Foundation
Fundamental technologies and framework services that sets the oundation for our productsand latforms acrossindustries.
Customization
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Cloud Platform
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R&D Efficiency
R&D Reliability
Customization Ability
R&D Adaptability
Streamline R&D process to maximize code reuse and minimize redundancy.
Shared resources across product lines for asynchronous development.
Independent development layers and modulized structure to isolate errors and enhancereliability.
Robust and rapid execution to customization requests.
System openness to 3rd party development.
Support strategic shifts like chip switch requirements.
The R&D Pyramid
Our self developed three-tier R&D framework, The Pyramid, is aimed for extraordinary efficiency and reliability. Supported by over 20 years of technological experience, and the dedicative work of over 140 engineers, the Pyramid is a strategic investment and a setting stone to propel our abundance in products and expansion in market.
Customization
Industry
Foundation
Customization Tier
Functionalities addressing specific end users' needs that supports developments of bespoke solutions.
Learn more
Industry Tier
Functionalities addressing common needs across specific industries.
Learn more
Foundation Tier
Foundational technologies that can be applied to solutions offered to different industries and customers.
Learn more
R&D Efficiency
R&D Reliability
Customization Ability
R&D Adaptability
Streamline R&D process to maximize code reuse and minimize redundancy.
Shared resources across product lines for asynchronous development.
Independent development layers and modulized structure to isolate errors and enhancereliability.
Robust and rapid execution to customization requests.
System openness to 3rd party development.
Support strategic shifts like chip switch requirements.
The AI
Key Application Domains
Operational Safety
AI-powered detection of driving risks, passenger behavior, cargo conditions, and vehicle anomalies.
Efficiency Optimization
Intelligent scheduling, utilization analytics, and workflow automation driven by real-time perception.
Compliance Enforcement
Evidence-based monitoring that supports regulatory adherence and reduces operational disputes.
Designed for rental fleets, freight, transit, school buses, mining, and more — powered by 72+ vehicle-side AI algorithms.
Core Capabilities
Sample Generation
Generates rare and difficult edge-case samples to strengthen long-tail model performance.
Perception Large Models
Unifies detection, segmentation, and recognition with higher robustness across dynamic environments.
Sample Retrieval
Rapidly locates key data from massive repositories for faster iterations and targeted training.
Big Data Risk Judgment Engine
Transforms large-scale mobility data into predictive insights — enabling proactive risk alerts.
Multimodal Large Models
Combines vision, behavior, trajectory, and contextual signals for deeper situational understanding.
Large-model enhancement accelerates algorithm training, improves field performance, and drives the evolution toward L2–L4 autonomy.
Core Functions
Requirement Understanding
Assists teams in clarifying functional needs with natural-language reasoning.
Data Labeling & Review Assistance
Enhances annotation speed and consistency while maintaining full human oversight.
Model Design Support
Provides structured guidance for network architecture exploration and optimization.
Safety-First AI Governance
All interactions follow strict audit trails and privacy-preserving protocols, ensuring full compliance with global standards.
SafeGPT augments human expertise — ensuring every algorithm is developed faster, safer, and more aligned with real-world requirements.
APPLICATION
From Perception to Decision, Built for Real-World Mobility
Streamax delivers industry-ready AI that acts directly on front-line operational needs. Our capabilities span the full vehicle intelligence chain — enabling safer, more efficient, and more compliant mobility across 8 industries.
LARGE MODEL
Large-Model Empowerment for Scalable, High-Precision Vehicle Intelligence
Streamax integrates multimodal large-model capabilities to enhance perception accuracy, accelerate development, and enable higher-level autonomy.
HUMAN BRAIN (SafeGPT)
Human-Aligned Intelligence for Safe, Reliable Decision Support
SafeGPT acts as the “Human Brain” of the R&D ecosystem — supporting engineers, accelerating annotation, and improving algorithm quality with strict safety governance.
APPLICATION
From Perception to Decision, Built for Real-World Mobility
Streamax delivers industry-ready AI that acts directly on front-line operational needs. Our capabilities span the full vehicle intelligence chain — enabling safer, more efficient, and more compliant mobility across 8 industries.
LARGE MODEL
Large-Model Empowerment for Scalable, High-Precision Vehicle Intelligence
Streamax integrates multimodal large-model capabilities to enhance perception accuracy, accelerate development, and enable higher-level autonomy.
HUMAN BRAIN (SafeGPT)
Human-Aligned Intelligence for Safe, Reliable Decision Support
SafeGPT acts as the “Human Brain” of the R&D ecosystem — supporting engineers, accelerating annotation, and improving algorithm quality with strict safety governance.
APPLICATION
From Perception to Decision, Built for Real-World Mobility
Streamax delivers industry-ready AI that acts directly on front-line operational needs. Our capabilities span the full vehicle intelligence chain — enabling safer, more efficient, and more compliant mobility across 8 industries.
LARGE MODEL
Large-Model Empowerment for Scalable, High-Precision Vehicle Intelligence
Streamax integrates multimodal large-model capabilities to enhance perception accuracy, accelerate development, and enable higher-level autonomy.
HUMAN BRAIN (SafeGPT)
Human-Aligned Intelligence for Safe, Reliable Decision Support
SafeGPT acts as the “Human Brain” of the R&D ecosystem — supporting engineers, accelerating annotation, and improving algorithm quality with strict safety governance.
APPLICATION
From Perception to Decision, Built for Real-World Mobility
Streamax delivers industry-ready AI that acts directly on front-line operational needs. Our capabilities span the full vehicle intelligence chain — enabling safer, more efficient, and more compliant mobility across 8 industries.
LARGE MODEL
Large-Model Empowerment for Scalable, High-Precision Vehicle Intelligence
Streamax integrates multimodal large-model capabilities to enhance perception accuracy, accelerate development, and enable higher-level autonomy.
HUMAN BRAIN (SafeGPT)
Human-Aligned Intelligence for Safe, Reliable Decision Support
SafeGPT acts as the “Human Brain” of the R&D ecosystem — supporting engineers, accelerating annotation, and improving algorithm quality with strict safety governance.
Hardware
Core Dimensional Chain Analysis
High-Speed Signal Integrity Analysis
Reliability Verification & Testing
Power Supply Reliability Engineering
Modular Architecture Design
Thermal Management System
Standardized Video & Image Testing
Miniaturized Integration
Waterproof Certification
Vibration Damping Technology
Explosion-Proof Certification
Hardware GIS
Automated DFM Inspection
EMC Design & Compliance
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