A new way to build topic models with AI

donovanr · 2025-08-12T20:16:13+00:00

New AI tools to save you weeks on text analysisHello everyone!I'm excited to share some big news about a new feature we've been working on: AI Assisted Topics in Discover Text Analytics. We know how much time and effort goes into building and maintaining topic models, and we believe generative AI can make a huge difference in helping you get to insights faster.To show you exactly how this works, check out this short demo video. Here's a quick overview of what's included and the value it can provide to you:Topic Hierarchy Generator: Instead of building a model from scratch, you can now let AI do the heavy lifting for you. Just select your project and give it some basic info about your use case, and it will generate a tailored topic model for you. This means less manual work and a faster start. Smart Query: This tool lets you generate or update your topic model rules with a simple click, helping you keep your models precise without a ton of manual effort. This ensures your models stay relevant and accurate with minimal upkeep. Smart Audit: Quickly see where your model can be improved. Smart Audit provides precision scores for each topic and shows you which sentences are hurting your accuracy. This allows you to refine your models quickly and efficiently. Topic Recommendation: This feature automatically finds new topics in your uncategorized data, helping you discover "unknown unknowns" and making model maintenance a lot easier. This helps you uncover hidden insights you might have missed otherwise.We've heard from early users who've seen a reduction in topic modeling effort by several weeks, and we're really excited about the potential this has for everyone.I'd love to hear your thoughts on this. What are your biggest challenges with text analytics today? How do you think AI could best help you in your own work?Feel free to share your experiences or ask any questions you have in the comments below! Don’t have access to AI Assisted Topics in Discover Text Analytics? Reach out to your account team in the customer hub.

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