Problem: Creating a high-performant geometry design is challenging and risk-prone. Simulations are widely used to aid manufacturers in building a robust design. Yet, they require much time and computational resources to solve complex load cases.
Solution: Amplify design of complex geometries with deep learning techniques. Geometry AI solutions for the automotive industry allow for a safe product design with real-time simulation while reducing costs and engineering effort.
Problem: Automotive manufacturers perform complex simulations and numerous design iterations to stay competitive and compliant. These requirements generate a need to process huge information and get useful insights in an automated way.
Solution: Process the simulation results in an automated way with machine learning systems. An end-to-end data pipeline handles vast amounts of data and produces valuable insights like parameters affecting simulation results.
Problem: High-quality standards are essential to achieve the longevity and reliability of vehicles. However, manual inspection is error-prone and expensive, thus decreasing the accuracy of malfunction analysis.
Solution: Non-destructive visual testing that relies on 3D Geometry-based vision systems, enabling reliable and automated quality inspection. This AI automotive solution improves efficiency at your production sites and ensures traceability with low human intervention.
Automate monitoring processes for reduced costs and better productivity.
Predict critical future outcomes, reduce risks, and improve manufacturing operations.
Facilitate regulation consistency and eliminate administrative burdens.
Hand over text-based processes and increase documentation efficiency.
Automate monitoring processes for reduced costs and better productivity.
Predict critical future outcomes, reduce risks, and improve manufacturing operations.
Facilitate regulation consistency and eliminate administrative burdens.
Hand over text-based processes and increase documentation efficiency.
The applications of AI in the automotive industry are widespread and revolutionary. They permeate every production stage, including:
AI and machine learning in automotive industry prove effective when:
Creating, training and deployment of intelligent algorithms is complicated and can include the following technical constraints:
Being among leading automotive AI companies, InData Labs provides expert advice on AI solutions for the automotive industry. Our team of AI developers guides you on the road to digital transformation and makes the implementation of AI in automotive fast and frictionless.
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