Autonomous vehicle on a futuristic road, enhanced with AI perception overlays showing object detection and trajectory predictions.

Next-Generation AI Perception for Autonomous Vehicles

ChartWise delivers safety-critical AI perception systems that enable autonomous vehicles to navigate complex real-world environments with confidence, achieving human-level understanding and reliability.

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Comprehensive Environmental Perception

Our advanced AI models provide unparalleled understanding of dynamic driving scenarios, delivering the robust perception required for truly autonomous operation.

AI overlay detecting various objects like vehicles, pedestrians, and cyclists with bounding boxes and confidence scores.
Object Detection & Classification

Reliable detection and precise classification of vehicles, pedestrians, cyclists, and other road users, even in challenging conditions. Achieves 99.99% accuracy in safety-critical scenarios.

AI visualising detected lane lines, road boundaries, and drivable paths on a complex road network.
Lane & Road Boundary Recognition

Accurate identification of lane lines, road edges, and drivable areas, crucial for precise lane keeping and navigation.

AI system identifying traffic lights and road signs, indicating their status and meaning.
Traffic Sign & Signal Recognition

Real-time recognition of traffic signs and signals, including dynamic state determination for optimal decision-making.

AI generated 3D depth map of a road scene, indicating distances to various objects and surfaces.
Depth Estimation & 3D Understanding

Robust 3D scene reconstruction and accurate depth estimation, providing essential spatial awareness for path planning and collision avoidance.

Autonomous vehicle sensors adapting vision in heavy fog or rain, showcasing robust performance in adverse weather.
Weather & Lighting Adaptation

Perception systems designed to perform reliably across diverse environmental conditions, from bright sunlight to heavy rain and fog.

AI system tracking multiple moving objects like cars and pedestrians, predicting their future trajectories.
Dynamic Object Tracking & Prediction

Predictive tracking of dynamic objects, enabling the autonomous system to anticipate movements and make proactive decisions.

Advanced Multi-Sensor Fusion Technology

Our proprietary sensor fusion architecture seamlessly integrates data from cameras, LiDAR, and radar to create a robust, redundant, and highly accurate environmental model.

Complex diagram illustrating data fusion from various sensors like cameras, LiDAR, and radar, converging into a unified environmental model for an autonomous vehicle.
  • Full-Spectrum Sensor Integration

    Seamlessly combine data from high-resolution cameras, precise LiDAR scanners, and robust radar systems for a complete perception picture. Our algorithms handle varying data rates and resolutions with ease.

  • Real-Time Calibration & Synchronization

    Maintain perfect synchronization and calibration across all sensor modalities, ensuring consistent and reliable input for decision-making, even in dynamic driving conditions.

  • Redundant Perception for Enhanced Safety

    Implement redundant perception pathways, where information from multiple sensors cross-validates, significantly increasing system reliability and safety in critical situations.

  • Intelligent Sensor Failure Detection

    Automated detection of sensor anomalies and failures, initiating graceful degradation strategies to maintain operational safety and inform the vehicle's decision-making system.

Safety-Critical Validation & Testing

Achieving the highest safety integrity levels requires rigorous, systematic validation. ChartWise's processes are designed for ISO 26262 compliance and beyond.

ISO 26262 & ASIL Compliance

Our development adheres strictly to ISO 26262 functional safety standards, targeting appropriate Automotive Safety Integrity Levels (ASILs) for your critical perception modules.

Comprehensive Edge Case Testing

Beyond standard scenarios, we subject our systems to millions of simulated and real-world edge cases to ensure robustness against rare and unexpected phenomena on the road.

Simulation-Based & Real-World Validation

Leveraging advanced simulation platforms combined with extensive real-world driving data, we validate performance across diverse environments and driving conditions.

Continuous Monitoring & Updates

Our commitment extends past deployment with continuous performance monitoring and over-the-air update capabilities to adapt to evolving road conditions and enhance safety over time.

Real-Time Performance & Edge Computing

Autonomous vehicles demand instantaneous decision-making. Our AI models are engineered for unmatched real-time performance on automotive-grade hardware.

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  • Sub-Millisecond Latency

    Optimized neural networks ensure perception inferences are delivered with latencies below critical thresholds, enabling rapid response to dynamic road conditions and real-time processing at 60+ FPS.

  • Power-Efficient Design

    Engineered for minimal power consumption without compromising performance, crucial for the extended range and operational efficiency of electric and future autonomous vehicles.

  • Hardware Accelerated Solutions

    Leverage the full potential of specialized automotive AI accelerators and GPUs, ensuring your perception system maximizes throughput and efficiency on target hardware platforms.

Automotive Industry Collaborations

Our strength lies in partnership. ChartWise actively collaborates with leaders across the automotive ecosystem to shape the future of autonomous driving.

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Leading OEM Partners

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Tier 1 Suppliers

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Platform Integrators

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Research Institutions

Explore how our collaborations drive innovation and accelerate the deployment of safe, reliable autonomous solutions.

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Accelerate Your Autonomous Vehicle Development

Ready to enhance your autonomous platforms with industry-leading AI perception? Connect with ChartWise experts today.