Synthetic Data Generator for Telemetry Analytical Applications

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About Client:

The client is at the forefront of providing smart connectivity and mobility services. Their telemetry analysis platform for connected vehicles generates insightful data based on cognitive analysis to aid in the development of secure, intelligent, and environmentally responsible mobility solutions. The connected vehicles platform offers a “Plug-Configure-Play” solution to enhance safety, effectively manage fleets and create new revenue streams.
The Platform is used across several industries, including automotive OEMs, EV manufacturers, auto insurance, auto service providers, government, and various innovative connected vehicle businesses.

Challenges

The “Plug-Configure-Play” featured platform requires millions of combinations of telemetric data to be available to the platform to ensure that potentially every possible use case is taken care of, for example, if a vehicle is stolen and is in a high-speed chase. Such variable data tests for automatic testing of a vast featured platform are the biggest challenge as the context and parameters run into millions. As a leading connected vehicle platform, the quality of the platform is of utmost significance and it must ensure that all potential user scenarios are validated.

Featured services

Test Device Generation

Created test devices and device data using AI for each machine to ensure data flows across the platform’s features.

Automate Data Synthesis

The automation first approach of Kanerika helped the platform to understand the data volume, characteristics, variations, etc, and subsequent analytical capabilities offered.

Solution

Kanerika has created a cutting-edge AI application named Telemetry Synthesizer. This innovative tool is designed to generate synthetic data that resembles real-time device data for various vehicle trips, including factors such as vehicle make, geographical location, speed, and other contextual information. The purpose of this application is to automate and streamline the process of monitoring platform quality.

By using the Telemetry Synthesizer, Kanerika has been able to automate the process of monitoring platform quality, which would have otherwise been a time-consuming and labour-intensive task. The application has made it possible to keep track of platform quality in real-time and has reduced the dependence on manual or other verification methods.

Business Benefits:

Data Visibility: Data availability for various contexts helped the platform for telemetry analysis with the least possible issues.
Sales Demo: AI Enabled Synthesizer helped the sales team to create highly focused business-driven sales scenarios to increase their sales volume.
Huge Data Volumes: It helped the platform to identify data volume handling capacity planning and eventually serves as a tool to deploy the required cloud configuration as seed and subsequent Kubernetes scalability.

Why Kanerika?

Kanerika is a lead global IT consulting company offering innovative solutions & services for businesses. Kanerika focuses on Data Integration, Analytics , Process automation and Cloud Management as core focus areas apart from Custom Product Development. ISO 27701 certified and SOC II compliant Kanerika processes ensure the quality, predictability and partnerships. Kanerika’s technology and process expert teams have been helping its global clients with development and automation using agile methodologies.

Business Benefits:

Data Visibility: Data availability for various contexts helped the platform for telemetry analysis with the least possible issues.
Sales Demo: AI Enabled Synthesizer helped the sales team to create highly focused business-driven sales scenarios to increase their sales volume.
Huge Data Volumes: It helped the platform to identify data volume handling capacity planning and eventually serves as a tool to deploy the required cloud configuration as seed and subsequent Kubernetes scalability.

Why Kanerika?

Kanerika is a lead global IT consulting company offering innovative solutions & services for businesses. Kanerika focuses on Data Integration, Analytics , Process automation and Cloud Management as core focus areas apart from Custom Product Development. ISO 27701 certified and SOC II compliant Kanerika processes ensure the quality, predictability and partnerships. Kanerika’s technology and process expert teams have been helping its global clients with development and automation using agile methodologies.