Predii Labs™

At Predii, we constantly challenge ourselves to not only improve our core products but to continuously push beyond today's technology. ​Predii Labs™ is our applied research group at Predii with a primary objective of researching breakthrough AI technologies and applying them to resolve industry challenges.

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We focus on enterprise-specific challenges in Mobility & Transportation, Automotive, and Commercial Equipment. We apply our research activities to enhance our core capabilities and extend Predii core models.

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Areas of focus include:

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• Harnessing Generative AI Foundation Models for automotive specific use-cases

• Aligning open source Large Language Models (LLMs) towards customer needs on in-house and customer data

• Enhancing and building NLP models grounded on taxonomy and data-driven features

• Enhancing and building entity-recognition models on multiple domains using NLP and Machine Learning to cater to business-specific use-cases

• Leveraging knowledge graphs (building and computation) to perform downstream NLP tasks

• Machine Translation

• Question Answering and Retrieval Augmented Generation (RAG)

• Long Technical Document and Multimodal Summarization (Audio/Speech, Text, Video)

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