--- title: How Fetch built its flexible agentic analytics tool on... description: Fetch built FAST (Fetch AI Semantic Technology), a conversational BI agent that lets non-technical teams query over 150 billion rows of daily receipt and offer... canonical: https://daily.dev/posts/how-fetch-built-its-flexible-agentic-analytics-tool-on-clickhouse-cloud-vgqz82ofs twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: How Fetch built its flexible agentic analytics tool on ClickHouse Cloud | daily.dev og:description: Fetch built FAST (Fetch AI Semantic Technology), a conversational BI agent that lets non-technical teams query over 150 billion rows of daily receipt and offer... og:url: https://daily.dev/posts/how-fetch-built-its-flexible-agentic-analytics-tool-on-clickhouse-cloud-vgqz82ofs og:image: https://api.daily.dev/og/posts/VGQZ82Ofs.png og:image:alt: How Fetch built its flexible agentic analytics tool on ClickHouse Cloud og:image:width: 1200 og:image:height: 630 og:locale: 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 Fetch built its flexible agentic analytics tool on ClickHouse Cloud **[ClickHouse](https://daily.dev/sources/clickhouse)** · 8 min read · 0 upvotes · 0 comments ## Summary Fetch built FAST (Fetch AI Semantic Technology), a conversational BI agent that lets non-technical teams query over 150 billion rows of daily receipt and offer data in plain language. Built on ClickHouse Cloud, FAST delivers median response times of 1.9 seconds for complex ad hoc queries — including multi-set intersections across 207 million rows in under a second. The pipeline nightly syncs data from Snowflake through S3 into versioned ClickHouse tables via ClickPipes, with views that always resolve to the latest data. Key reasons for choosing ClickHouse include compute isolation between queries, straightforward batch loading, and consistent scaling without cache warmup. The result: analytics questions that previously took days now resolve in minutes, handling 500+ queries per day from ~100 users. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [How Fountain rebuilt its data plane on ClickHouse Cloud to power Cue, the Frontline Superintelligence](https://daily.dev/posts/how-fountain-rebuilt-its-data-plane-on-clickhouse-cloud-to-power-cue-the-frontline-superintelligenc-d6kdrsyke) · ClickHouse · 0 upvotes · 0 comments - [How iFood built its agentic security platform on ClickHouse Cloud](https://daily.dev/posts/how-ifood-built-its-agentic-security-platform-on-clickhouse-cloud-0yktjc5xt) · ClickHouse · 0 upvotes · 0 comments - [ClickHouse vs Snowflake: A Practical Comparison for Analytics Engineers](https://daily.dev/posts/clickhouse-vs-snowflake-a-practical-comparison-for-analytics-engineers-jdaf7whpc) · BigData Boutique blog · 1 upvotes · 0 comments - [Agentic coding with ClickHouse. One person, one data stack, one full-stack application](https://daily.dev/posts/agentic-coding-with-clickhouse-one-person-one-data-stack-one-full-stack-application-ioapaplvg) · ClickHouse · 4 upvotes · 0 comments --- Tags: [#bi](https://daily.dev/tags/bi), [#clickhouse](https://daily.dev/tags/clickhouse) [View this post on daily.dev](https://daily.dev/posts/how-fetch-built-its-flexible-agentic-analytics-tool-on-clickhouse-cloud-vgqz82ofs) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"How Fetch built its flexible agentic analytics tool on ClickHouse Cloud","url":"https://daily.dev/posts/how-fetch-built-its-flexible-agentic-analytics-tool-on-clickhouse-cloud-vgqz82ofs","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/how-fetch-built-its-flexible-agentic-analytics-tool-on-clickhouse-cloud-vgqz82ofs"},"datePublished":"2026-07-28T10:18:21.505Z","dateModified":"2026-07-28T10:18:44.012Z","description":"Fetch built FAST (Fetch AI Semantic Technology), a conversational BI agent that lets non-technical teams query over 150 billion rows of daily receipt and offer...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/4642f38400121c81619c28cde274732b?_a=AQAEuop","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/4642f38400121c81619c28cde274732b?_a=AQAEuop","isAccessibleForFree":true,"articleSection":"ClickHouse","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"ClickHouse","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/clickhouse","url":"https://daily.dev/sources/clickhouse"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/how-fetch-built-its-flexible-agentic-analytics-tool-on-clickhouse-cloud-vgqz82ofs","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"bi,clickhouse","timeRequired":"PT8M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"ClickHouse","item":"https://daily.dev/sources/clickhouse"},{"@type":"ListItem","position":3,"name":"How Fetch built its flexible agentic analytics tool on ClickHouse Cloud"}]} ```