
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

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!