[Blog](/blog-category/blog/) June 4, 2025 # Scarf AI Public Beta We often talk about the power of open source usage data, but anyone who has worked with any analytics tools knows that data is not particularly useful on its own. Understanding what insights to care about, what is actionable, and how to solve day-to-day business problems with data can sometimes just be a lot of work -- whether that's manual analysis, building automations, or even just remembering to look at the insights regularly. We've heard the feedback on where Scarf users are spending too much of their time and where they can be made more efficient. Fortunately, most of the common problems are where precisely AI assistance shines the brightest. By Avi Press Founder & CEO ![Scarf AI Public Beta](/imported/social-og/b6387ab96cf3a7f1-f83f8044.png) We often talk about the power of open source usage data, but anyone who has worked with any analytics tools knows that data is not particularly useful on its own. Understanding what insights to care about, what is actionable, and how to solve day-to-day business problems with data can sometimes just be a lot of _work —_ whether that’s manual analysis, building automations, or even just remembering to look at the insights regularly. We’ve heard the feedback on where Scarf users are spending too much of their time and where they can be made more efficient. Fortunately, most of the common problems are where precisely AI assistance shines the brightest. **Today, we’re making Scarf AI accessible to all users in beta mode for a limited time.** We’d love your feedback as we rapidly ship more improvements over the coming weeks and months. A few example tasks that are now much easier than ever with Scarf AI: - Quickly find your best new leads given a complex set of criteria - Summarize trends and spot anomalies - Filtering down a specific account list by technology stack and open source usage ![Supporting image 1 for Scarf AI Public Beta](/imported/posts/30d9299971d9638e.png) From simple to complex questions, your day-to-day work in Scarf is about to get even easier! A few things that are coming soon: - AI access to individual event data (today only aggregations and company firmographics & technographics will be available for LLM context) - Deep data analysis with automatic query creation - AI-powered charting, dashboards and other visualization capabilities After the beta period, we plan to make Scarf AI generally available to all Scarf Premium Tier customers, and as an add-on to customers on other plans. It may remain freely available in a limited capacity. We can’t wait to hear what you think! Related Resources [![](/imported/posts/open-source-ai-index-og.png) Blog Aug 11, 2026 ### Ollama Ahead of Azure? A New Leaderboard for Open Source AI Adoption What Scarf's package data tells us about a fast-moving market. ](/post/a-new-index-for-tracking-open-source-ai/)[![](/imported/posts/company-unlocks-value-og.png) Blog Jun 8, 2026 ### Getting the Most Out of Your Company Unlock Credits Company unlocks are most useful when you filter, size, sort, and schedule them around the organizations you actually care about. ](/post/how-to-maximize-the-value-of-your-company-unlocks/)[![](/imported/posts/maven-central-publishers-scarf-thumbnail.png) Blog Jun 4, 2026 ### What 3,600+ Maven Central publishers do after claiming their namespace on Scarf Scarf has now onboarded 3,693 open source organizations from Maven Central as part of our partnership with Sonatype. We now have a meaningful signal on how these teams are leveraging Scarf most effectively. ](/post/what-3600-maven-central-publishers-do-after-claiming-their-namespace-on-scarf/) Article Notes [**Browse all resources** Search, categories, and latest Scarf writing. ](/resources)[**See pricing** Understand how Scarf packages its offering. ](/pricing)