Defect Detection System
Research and development of highly interpretable, expert review based hybrid streaming analytics solutions to identify critical detects, locate root causes and presentation of the enriched data for faster resolution in different use cases.
Current analytic tools available cover very generic/specific repeat defects. which may not be of any use for expert analysis. Our fit for purpose based analytics focuses on optimizing the use of complex algorithms for cost and performance and covers conventional, interesting, unique and generalizable detector instances.
Solution plans to implement a multimodal and multivariate temporal analysis of data from assembly of components, devices, sensors, parts and applications. This solution will improve expert response review time, by providing query capability of results, which can be expressed in a diagnostic or troubleshooting friendly interpretable environment.
Defects could be considered as system, application, infrastructure or machines failures or quality bottlenecks causing major or large scale customer experience issues.
AI Data Readiness tools - analytics based preprocessing to discover and extract interesting data points, hierarchy encoding, aggregate and transform, trim or recognize peaks and lows, handle missing and cleanup repeat generic and specific data.
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Prajyai Inc provides innovative AI-powered defect detection solutions for various industries. Our technology ensures quality, reliability, and efficiency in detecting defects.
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- Real-time defect detection
- Customizable AI solutions
- Comprehensive analytics and reporting
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