Is your data ready for AI?

Hey everyone! Welcome to another episode of my Code to Care series. In this video, we dive deep into why a strong data strategy is crucial for a successful AI strategy. What You'll Learn: • Data Normalization: Understand why normalizing your data is the foundation of accurate AI models. • Patient Matching: Discover the importance of a robust patient-matching strategy for comprehensive and accurate patient data. • Incorporating Outside Data: See how external data can enhance the quality and relevance of your AI outputs. • Workflow Considerations: Learn how workflow impacts data availability and quality, leading to more effective AI models. I'll share real-world examples where these strategies have significantly improved AI projects. Learn how to ensure your data is available when and where it's needed, leading to more accurate and reliable AI models. Tune in to explore how integrating real-time data can boost the performance of generative AI applications, such as SOAP notes. Join me to discover how mastering workflow and data strategy can maximize the impact of your AI projects. Watch now and take your AI initiatives to the next level! Leave me a comment if you have new topics I should be discussing. Check out my LinkedIn: https://www.linkedin.com/in/donwoodlock/ --- YouTube Timestamps 0:00 - 0:24 Introductions 0:25 - 0:40 Understanding the importance of data strategy for AI 0:41 – 1:31 Discussing the role of data in traditional machine learning models 1:31 - 3:58 Highlighting the need for data normalization, patient matching, and the use of outside data 3:59 - 4:15 Don commercial plug in 4:15 – 5:10 Discussing the role of data in GenAI 5:10 – 6:41 Discussing the workflow implications of making data available 6:42 – 7:40 Understanding the impact of data quality on AI projects 7:41 – 8:10 Wrap up of data implications of AI 8:11 – 8:36 Conclusion --- ABOUT INTERSYSTEMS Established in 1978, InterSystems Corporation is the leading provider of data technology for extremely critical data in healthcare, finance, and logistics. It’s cloud-first data platforms solve interoperability, speed, and scalability problems for large organizations around the globe. InterSystems Corporation is ranked by Gartner, KLAS, Forrester and other industry analysts as the global leader in Data Access and Interoperability. InterSystems is the global market leader in Healthcare and Financial Services. Website: https://www.intersystems.com/ Youtube: https://www.youtube.com/@InterSystemsCorp LinkedIn: https://www.linkedin.com/company/intersystems/ Twitter: https://twitter.com/InterSystems #llm #datareadiness #AIdata #LLMdata #codetocare