Automotive

ECU Simulator

  • Our ECU simulator solution accurately reproduces Electronic Control Units, facilitating effective testing and validation of automotive systems with a keen focus on the physics of failure. This approach enhances product quality and expedites time to market, ushering in a new era of automotive excellence.
  • The ECU plays a crucial role in overseeing and regulating multiple facets of the vehicle’s engine and its associated systems. It is responsible for monitoring and managing functions like fuel injection, ignition timing, emissions control, and various engine parameters. Its primary objective is to enhance performance, efficiency, and minimize emissions.
  • We possess a comprehensive understanding of CANBus, LINBus, and Zonal Architecture, enabling us to effectively handle ECU data management.

Battery Management System

  • Optimizing the battery life cycle is crucial in a Cloud-Based Battery Management System (BMS) where the dynamicity of cell pack composition plays a significant role.
  • Our exclusive algorithms operate across various parameters and SOX metrics

CBMS Architecture

A cutting-edge BMS system utilizing cloud technology, ECU, Edge, and hyperscale to produce comprehensive insights across multiple scales. This innovative solution employs a range of advanced algorithms to achieve state-of-the-art estimations, thermal management, cell balancing, fault diagnosis, and other essential functions typically found in traditional BMS systems.

ECU Data , OTA Updates

  • ECU is a key component responsible for managing and controlling various aspects of the vehicle’s engine and related systems. The ECU monitors and controls functions such as fuel injection, ignition timing, emissions control, and other engine parameters to optimize performance, efficiency, and emissions.
  • We manage ECU data with firm understanding around CANBus, LINBusZonal Architecture

Over the air(OTA)

OTA (Over-The-Air) 5 G capabilities and control center to monitor OTA updates across the fleet.

Data Annotation

Offerings

  • Annotation of recorded ADAS Camera & LIDAR data
  • 2D/3D bounding boxes, Semantic segmentation,
  • Lane markings, Traffic sign, Traffic light, Lidar point cloud etc.
  • The productivity can be enhanced through the integration of AI/ML and the automation of tools.
  • Compliant to GDPR Norms
  • Interpolation of markings across frames to increase productivity

Differentiators

  • Tailored annotation processes and interfaces.
  • Flexible ops models : managed, semi managed crowdsourcing
  • This solution is designed to be cloud native and has been successfully ported to all major cloud platforms. Additionally, it is fully compliant with OWASP standards for security.
  • 9+ years of annotation experience
  • Robust process training & certification infra
  • Continuous optimization through in-depth process analytics
  • 98% quality across all engagements.

Charging Station: EV Charging Optimization

  • Electric Vehicle Data Insights:

Business Need

To create an AI-powered solution that facilitates the analysis and visualization of acceleration, optimal efficiency, the impact of power train variations on range, top speed, efficiency, and the correlation between price and rapid charging.

Client

The company specializes in delivering groundbreaking solutions within the realm of Electric Vehicles.

Solution Highlights

Examine and contrast various factors such as battery capacity versus range, acceleration from 0-100 km versus EV cost, and price versus range to determine the optimal electric vehicle.

Benefits

Various insightful conclusions like how range is proportional to price, battery pack capacity etc.

Testing and Validation:-
Testing and validation are crucial components in the data analysis and machine learning pipeline. They ensure that the data is processed accurately and the models perform as expected.

 

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Data Augmentation

As a service provider, we extend our expertise in data augmentation to enhance the quality and utility of our clients’ data. Our dedicated assistance empowers clients to achieve superior outcomes in their machine learning and data analysis endeavors, particularly when confronted with constrained or uneven datasets.

Data Annotation

Our clients can rely on our precise data annotation services that deliver comprehensive and precise annotations. Our services cater to a wide range of domains, such as computer vision, natural language processing, speech recognition, and more. Our data annotation process involves the use of advanced tools that work with raw data to assign accurate labels or annotations that meet the specific project requirements.