--- title: The Ambulatory Intelligence Gap | daily.dev description: Health Catalyst's Ambulatory Intelligence solution addresses operational challenges in outpatient healthcare — including long patient wait times (averaging 31... canonical: https://daily.dev/posts/the-ambulatory-intelligence-gap-waly9buq9 twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: The Ambulatory Intelligence Gap | daily.dev og:description: Health Catalyst's Ambulatory Intelligence solution addresses operational challenges in outpatient healthcare — including long patient wait times (averaging 31... og:url: https://daily.dev/posts/the-ambulatory-intelligence-gap-waly9buq9 og:image: https://api.daily.dev/og/posts/wALY9BUQ9.png og:image:alt: The Ambulatory Intelligence Gap 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. # The Ambulatory Intelligence Gap **[databricks](https://daily.dev/sources/databricks)** · 8 min read · 0 upvotes · 0 comments ## Summary Health Catalyst's Ambulatory Intelligence solution addresses operational challenges in outpatient healthcare — including long patient wait times (averaging 31 days), $150B in annual referral leakage, and fragmented data across disconnected systems. The solution deploys directly into a health system's own Databricks workspace, using a medallion architecture to build a semantic layer with prebuilt metrics across four domains: Access Optimization, Revenue Intelligence, Panel Management, and Referral Insights. By embedding 18 years of healthcare improvement expertise into AI models, it aims to help operational leaders understand not just what is happening but why, and where interventions will have the greatest impact. Future roadmap includes agentic capabilities built on Databricks Agent Bricks. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Transforming Healthcare Referrals with Fivetran, Agentic AI, and Databricks Genie](https://daily.dev/posts/transforming-healthcare-referrals-with-fivetran-agentic-ai-and-databricks-genie-yg9pb6h6i) · databricks · 1 upvotes · 0 comments - [Leveraging the clinician’s expertise with agentic AI](https://daily.dev/posts/leveraging-the-clinician-s-expertise-with-agentic-ai-vaacqwxc2) · MIT Technology Review · 0 upvotes · 0 comments - [What if the answer was already in your data?](https://daily.dev/posts/what-if-the-answer-was-already-in-your-data--cnxcbu4t2) · databricks · 0 upvotes · 0 comments - [Beyond the Pilot: Building the Clinical Data Fabric for the Agentic Era](https://daily.dev/posts/beyond-the-pilot-building-the-clinical-data-fabric-for-the-agentic-era-rtsjb9lbw) · Cisco · 1 upvotes · 0 comments --- Tags: [#healthcare](https://daily.dev/tags/healthcare), [#data-engineering](https://daily.dev/tags/data-engineering), [#databricks](https://daily.dev/tags/databricks) [View this post on daily.dev](https://daily.dev/posts/the-ambulatory-intelligence-gap-waly9buq9) ```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":"The Ambulatory Intelligence Gap","url":"https://daily.dev/posts/the-ambulatory-intelligence-gap-waly9buq9","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/the-ambulatory-intelligence-gap-waly9buq9"},"datePublished":"2026-07-10T09:12:21.178Z","dateModified":"2026-07-10T09:12:40.457Z","description":"Health Catalyst's Ambulatory Intelligence solution addresses operational challenges in outpatient healthcare — including long patient wait times (averaging 31...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/08a3e9c1d809355b8b5feb8f4e4c792f?_a=AQAEuop","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/08a3e9c1d809355b8b5feb8f4e4c792f?_a=AQAEuop","isAccessibleForFree":true,"articleSection":"databricks","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":"databricks","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/fa7aa720f2db4d1eba826814730482c8","url":"https://daily.dev/sources/databricks"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/the-ambulatory-intelligence-gap-waly9buq9","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"healthcare,data-engineering,databricks","timeRequired":"PT8M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"databricks","item":"https://daily.dev/sources/databricks"},{"@type":"ListItem","position":3,"name":"The Ambulatory Intelligence Gap"}]} ```