--- title: "How Guideless uses Tinybird to build training people actually finish" url: https://daily.dev/posts/how-guideless-uses-tinybird-to-build-training-people-actually-finish-pnmzhbvzw source_url: https://www.tinybird.co/blog/guideless type: article source: "Tinybird" published: 2026-08-20T14:09:08.677Z updated: 2026-08-20T14:15:53.335Z tags: ["startup", "data-engineering", "product-management", "tinybird"] reading_time: 7 upvotes: 0 comments: 0 language: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # How Guideless uses Tinybird to build training people actually finish **[Tinybird](https://daily.dev/sources/tinybird)** · 7 min read · 0 upvotes · 0 comments ## Summary Guideless, an AI-powered software training platform, used Tinybird to build a customer-facing analytics feature called Insights without building a separate analytics backend. Events like views, plays, completions, and step-level progress flow into Tinybird for storage and aggregation, powering metrics such as completion rate and drop-off points. The company estimates Tinybird saved one to two weeks of initial engineering work plus ongoing maintenance. Since March 16, Tinybird processed about 130,000 analytical records, with monthly volume growing 2.7x. Analysis of the data revealed shorter guides have much higher completion rates (71% for 4-5 steps vs 44% for 13+ steps), and Insights is now sold as part of Guideless's Pro plan. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Why we moved our growth analytics back into Tinybird](https://daily.dev/posts/why-we-moved-our-growth-analytics-back-into-tinybird-qgkm03o6g) · Tinybird · 3 upvotes · 1 comments - [Tinybird Best Practices for AI Agents](https://daily.dev/posts/tinybird-best-practices-for-ai-agents-cbamqjlpd) · Tinybird · 0 upvotes · 0 comments - [The Linux Foundation tracks 700M\+ open source events in real-time with Tinybird](https://daily.dev/posts/the-linux-foundation-tracks-700m-open-source-events-in-real-time-with-tinybird-lqfc5jqvs) · Tinybird · 2 upvotes · 0 comments --- Tags: [#startup](https://daily.dev/tags/startup), [#data-engineering](https://daily.dev/tags/data-engineering), [#product-management](https://daily.dev/tags/product-management), [#tinybird](https://daily.dev/tags/tinybird) [View this post on daily.dev](https://daily.dev/posts/how-guideless-uses-tinybird-to-build-training-people-actually-finish-pnmzhbvzw)