EPISODE · Oct 1, 2024 · 53 MIN
AI’s Future: Harnessing Unstructured Data (With Kirk Marple) -Ep #160
from Future Tech And Foresight · host Marc Verbenkov
In this episode, we explore how AI is transforming the way businesses manage unstructured data, focusing on the role of knowledge graphs, retrieval-augmented generation, and vertical AI applications to drive innovation and improve data processing. About the Episode: In this episode, we dive into the evolving world of unstructured data and its transformative impact on AI development. As businesses increasingly face the challenge of making sense of vast amounts of unstructured information, we explore how advanced technologies, such as retrieval-augmented generation and knowledge graphs, are streamlining data processing and improving accuracy. We’ll also discuss how vertical AI applications are revolutionizing industry-specific solutions by leveraging large language models (LLMs) and enhancing adaptability and domain-specific understanding. This episode offers insights into the future of unstructured data management, the integration of AI, and what businesses need to know to stay ahead in this fast-evolving landscape. About the Guest: Kirk Marple is the founder and CEO of Graphlit, an end-to-end API that streamlines the development of vertical AI apps by ingesting unstructured data and leveraging retrieval augmented generation to improve accuracy, domain specificity, adaptability, and context understanding – all while expediting development. He’s also a serial entrepreneur with an established history leading technical teams at companies including Microsoft and General Motors. Timestamps: 00:01:18 - Episode Commences 00:04:10 - The Inspiration to dive into AI development 00:07:24 - The Emerging Technology & AI 00:12:30 - Tangible connection of the knowledge graph to the real world 00:17:25 - Graphlit understanding the Connection between Things 00:23:30 - The Importance of Graphlit 00:30:00 - The Graphlit User Experience 00:37:44 - How Fast Can You Get the Work Done With Graphlit 00:44:10 - Graphlit's Ability to Solve the Technical Problems 00:47:50 - The Future of Structured Data 00:52:00 - Episode Concludes Additional Notes: For more check out the website: https://futuretechandforesight.com/ Or connect with me on – Twitter: https://twitter.com/FutureTech_Pod Linkedin: https://www.linkedin.com/company/futuretechandforesight/ #UnstructuredData #AIDevelopment #DataProcessing #RetrievalAugmentedGeneration #KnowledgeGraphs #LargeLanguageModels #VerticalAI #AIinBusiness #IndustrySpecificAI #DataManagement #AIIntegration #AIandData #AIInnovation #BusinessAI #AdvancedAI #AITrends #DataAnalytics #AIFuture #TechInnovation #AITransformation
What this episode covers
In this episode, we explore how AI is transforming the way businesses manage unstructured data, focusing on the role of knowledge graphs, retrieval-augmented generation, and vertical AI applications to drive innovation and improve data processing. About the Episode: In this episode, we dive into the evolving world of unstructured data and its transformative impact on AI development. As businesses increasingly face the challenge of making sense of vast amounts of unstructured information, we explore how advanced technologies, such as retrieval-augmented generation and knowledge graphs, are streamlining data processing and improving accuracy. We’ll also discuss how vertical AI applications are revolutionizing industry-specific solutions by leveraging large language models (LLMs) and enhancing adaptability and domain-specific understanding. This episode offers insights into the future of unstructured data management, the integration of AI, and what businesses need to know to stay ahead in this fast-evolving landscape. About the Guest: Kirk Marple is the founder and CEO of Graphlit, an end-to-end API that streamlines the development of vertical AI apps by ingesting unstructured data and leveraging retrieval augmented generation to improve accuracy, domain specificity, adaptability, and context understanding – all while expediting development. He’s also a serial entrepreneur with an established history leading technical teams at companies including Microsoft and General Motors. Timestamps: 00:01:18 - Episode Commences 00:04:10 - The Inspiration to dive into AI development 00:07:24 - The Emerging Technology & AI 00:12:30 - Tangible connection of the knowledge graph to the real world 00:17:25 - Graphlit understanding the Connection between Things 00:23:30 - The Importance of Graphlit 00:30:00 - The Graphlit User Experience 00:37:44 - How Fast Can You Get the Work Done With Graphlit 00:44:10 - Graphlit's Ability to Solve the Technical Problems 00:47:50 - The Future of Structured Data 00:52:00 - Episode Concludes Additional Notes: For more check out the website: https://futuretechandforesight.com/ Or connect with me on – Twitter: https://twitter.com/FutureTech_Pod Linkedin: https://www.linkedin.com/company/futuretechandforesight/ #UnstructuredData #AIDevelopment #DataProcessing #RetrievalAugmentedGeneration #KnowledgeGraphs #LargeLanguageModels #VerticalAI #AIinBusiness #IndustrySpecificAI #DataManagement #AIIntegration #AIandData #AIInnovation #BusinessAI #AdvancedAI #AITrends #DataAnalytics #AIFuture #TechInnovation #AITransformation
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AI’s Future: Harnessing Unstructured Data (With Kirk Marple) -Ep #160
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