{"id":55920,"date":"2025-07-29T12:24:29","date_gmt":"2025-07-29T12:24:29","guid":{"rendered":"https:\/\/codeandpepper.com\/?p=55920"},"modified":"2025-07-29T12:25:31","modified_gmt":"2025-07-29T12:25:31","slug":"how-patchwork-health-scaled","status":"publish","type":"post","link":"https:\/\/codeandpepper.com\/how-patchwork-health-scaled\/","title":{"rendered":"How Patchwork Health Scaled Faster and Smarter with Code &#038; Pepper: Healthtech Software Development"},"content":{"rendered":"\n<p>Healthcare is hard. Building software for healthcare? Even harder.<br>You&#8217;re working with legacy systems, real-world consequences, regulatory overhead, and zero room for error. That\u2019s the space <strong><a href=\"https:\/\/patchwork.health\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Patchwork Health<\/a><\/strong> chose to challenge. <br><br>And here\u2019s how Code &amp; Pepper helped them do it.<\/p>\n\n\n\n<!--more-->\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"574\" src=\"https:\/\/codeandpepper.com\/wp-content\/uploads\/2025\/07\/FinTech_BlogPost_Patchwork-1-1024x574.png\" alt=\"\" class=\"wp-image-55922\" srcset=\"https:\/\/codeandpepper.com\/wp-content\/uploads\/2025\/07\/FinTech_BlogPost_Patchwork-1-1024x574.png 1024w, https:\/\/codeandpepper.com\/wp-content\/uploads\/2025\/07\/FinTech_BlogPost_Patchwork-1-300x168.png 300w, https:\/\/codeandpepper.com\/wp-content\/uploads\/2025\/07\/FinTech_BlogPost_Patchwork-1-768x430.png 768w, https:\/\/codeandpepper.com\/wp-content\/uploads\/2025\/07\/FinTech_BlogPost_Patchwork-1-361x202.png 361w, https:\/\/codeandpepper.com\/wp-content\/uploads\/2025\/07\/FinTech_BlogPost_Patchwork-1-433x243.png 433w, https:\/\/codeandpepper.com\/wp-content\/uploads\/2025\/07\/FinTech_BlogPost_Patchwork-1-864x484.png 864w, https:\/\/codeandpepper.com\/wp-content\/uploads\/2025\/07\/FinTech_BlogPost_Patchwork-1-432x242.png 432w, https:\/\/codeandpepper.com\/wp-content\/uploads\/2025\/07\/FinTech_BlogPost_Patchwork-1-200x112.png 200w, https:\/\/codeandpepper.com\/wp-content\/uploads\/2025\/07\/FinTech_BlogPost_Patchwork-1.png 1456w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-the-mission-fixing-the-broken-backbone-of-healthcare-staffing\"><strong>The Mission: Fixing the Broken Backbone of Healthcare Staffing<\/strong><\/h2>\n\n\n\n<p>Patchwork Health is solving a massive problem: workforce management for healthcare professionals. They&#8217;re transforming how clinicians work, and how hospitals manage them.<\/p>\n\n\n\n<p>Built in collaboration with NHS clinicians, Patchwork helps medical staff take control of their time. The platform lets them book shifts, manage time off, and stay compliant with complex regulations.<\/p>\n\n\n\n<p>For hospitals and healthcare providers, it streamlines operations, reduces reliance on agencies, and improves both cost-efficiency and care quality.<\/p>\n\n\n\n<p>It\u2019s a real business with real users and real stakes.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-the-challenge-scaling-fast-without-losing-stability\"><strong>The Challenge: Scaling Fast Without Losing Stability<\/strong><\/h2>\n\n\n\n<p>Patchwork had traction, funding, and adoption across the UK.<br>But growth creates pressure. The product team needed to:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Improve core scheduling flows<br><\/li><li>Add new features fast<br><\/li><li>Meet NHS and UK compliance standards<br><\/li><li>Avoid downtime or technical debt<br><\/li><\/ul>\n\n\n\n<p>To pull this off, they needed experienced engineers, fast. Specifically, <a href=\"https:\/\/codeandpepper.com\/services\/ruby-on-rails-development\/\"><strong>Ruby on Rails developers<\/strong><\/a> who could work in a fast-moving codebase, and QA experts who could keep quality high without slowing delivery.<\/p>\n\n\n\n<p>That\u2019s when they brought in <strong><a href=\"https:\/\/codeandpepper.com\/\">Code &amp; Pepper<\/a>.<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-the-solution-bringing-in-the-right-people-at-the-right-time\"><strong>The Solution: Bringing in the Right People at the Right Time<\/strong><\/h2>\n\n\n\n<p>At Code &amp; Pepper, we\u2019ve supported <a href=\"https:\/\/codeandpepper.com\/services\/healthtech-software-development\/\"><strong>HealthTech<\/strong><\/a> and <a href=\"https:\/\/codeandpepper.com\/services\/fintech-software-development-services\/\"><strong>FinTech<\/strong><\/a> companies for nearly 20 years. We don\u2019t send random contractors. We build reliable, senior product teams that ship.<\/p>\n\n\n\n<p>For Patchwork, we provided:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>Ruby engineers<\/strong> to work across their core monolith<br><\/li><li><strong>React.js &amp; TypeScript devs<\/strong> to improve UX and modernize views<br><\/li><li><strong>QA specialists using Cypress<\/strong> for end-to-end confidence<br><\/li><li>A collaborative model that plugged into their workflow from day one<br><\/li><\/ul>\n\n\n\n<p>We didn\u2019t just build features. We improved architecture, reduced bugs, and added resilience to a system that thousands of healthcare workers rely on every day.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-the-tech-ruby-react-and-the-right-architecture\"><strong>The Tech: Ruby, React, and the Right Architecture<\/strong><\/h2>\n\n\n\n<p>Patchwork runs on a monolith. That\u2019s not a dirty word, especially for scaling startups.<br>A well-maintained monolith can move faster than a poorly split microservices mess.<\/p>\n\n\n\n<p>That said, we\u2019ve also supported their transition. Where it made sense, we built standalone Ruby and Python microservices.<\/p>\n\n\n\n<p>Here\u2019s a look under the hood:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>Backend:<\/strong> Ruby on Rails (monolith + microservices)<br><\/li><li><strong>Frontend:<\/strong> React.js + TypeScript<br><\/li><li><strong>Testing:<\/strong> Cypress for automation and peace of mind<br><\/li><li><strong>Compliance:<\/strong> Systems aligned with NHS workforce regulations<br><\/li><\/ul>\n\n\n\n<p>We made sure the product didn\u2019t just grow. It grew in the right direction.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-real-impact-building-scheduling-features-that-actually-work\"><strong>Real Impact: Building Scheduling Features That Actually Work<\/strong><\/h2>\n\n\n\n<p>One major improvement? The scheduling module.<br>This lets clinicians manage work, rest, and on-call time, without needing a spreadsheet and a headache.<\/p>\n\n\n\n<p>The logic here is complex. UK labor laws require specific break times between shifts.<br>We helped engineer a backend that can handle all those edge cases, while giving users a clear, fast booking flow.<\/p>\n\n\n\n<p>Soon, this will become one of Patchwork\u2019s flagship modules.<br>It\u2019s already making a difference in how hospitals schedule work and how doctors balance life.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-collaboration-that-feels-like-one-team\"><strong>Collaboration That Feels Like One Team<\/strong><\/h2>\n\n\n\n<p>The Code &amp; Pepper team didn\u2019t work in isolation. We embedded into Patchwork\u2019s structure.<\/p>\n\n\n\n<p>Some of our developers joined their core product squad. Others worked on new feature pods. The split team model worked because we understood the dependencies, kept feedback loops tight, and stayed flexible.<\/p>\n\n\n\n<p>This is what staff augmentation should feel like:<br>You get extra capacity without extra complexity.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-what-s-next-for-patchwork\"><strong>What\u2019s Next for Patchwork<\/strong><\/h2>\n\n\n\n<p>The next big push? A cleaner booking experience and improved UX for clinicians.<br>Because even the best logic fails if users can\u2019t get through the UI.<\/p>\n\n\n\n<p>Our team is already working on it &#8211; redesigning shift views, optimizing flows, and ensuring everything supports workforce wellbeing.<\/p>\n\n\n\n<p>And the backend? It\u2019s stable, scalable, and ready for whatever comes next.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-why-code-pepper\"><strong>Why Code &amp; Pepper?<\/strong><\/h2>\n\n\n\n<p>We\u2019re not new to HealthTech.<br>We\u2019ve built and supported platforms for:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>AI-guided mental health tools<br><\/li><li>Insurance claim automation<br><\/li><li>Patient onboarding and compliance<br><\/li><li>Scheduling and booking systems<br><\/li><li>And now: workforce management at scale<br><\/li><\/ul>\n\n\n\n<p>Our teams are made up of vetted, experienced engineers who know what production means.<br>We don\u2019t outsource outsourcing. We do the work. We build with you.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-thinking-about-outsourcing-your-healthtech-development\"><strong>Thinking About Outsourcing Your HealthTech Development?<\/strong><\/h2>\n\n\n\n<p>Here\u2019s what we\u2019ve learned:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>A good monolith is better than a bad microservice mess<br><\/li><li>Ruby is still an amazing tool when used right<br><\/li><li>Compliance isn\u2019t a blocker. It\u2019s a design requirement<br><\/li><li>Fast isn\u2019t good enough. You need fast <em>and<\/em> right<br><\/li><li>The right partner doesn\u2019t just write code. They make your product better<br><\/li><\/ul>\n\n\n\n<p>At Code &amp; Pepper, we help HealthTech companies launch, scale, and improve products that actually make a difference.<\/p>\n\n\n\n\n\n<section id=\"contact\" class=\"contact-block block common-block \">\n  <div class=\"container\">\n\n\n    \n  <svg class=\"wave\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"280\" height=\"9\" viewBox=\"0 0 280 9\">\n    <path fill=\"currentColor\" fill-rule=\"evenodd\" d=\"M0 3.6c2.88 0 4.18-.668 5.824-1.515C7.724 1.108 9.879 0 13.998 0c4.12 0 6.274 1.108 8.175 2.085 1.644.847 2.943 1.515 5.823 1.515 2.88 0 4.179-.668 5.824-1.515C35.72 1.108 37.874 0 41.995 0c4.12 0 6.274 1.108 8.174 2.085 1.645.847 2.945 1.515 5.824 1.515 2.88 0 4.18-.668 5.826-1.515C63.719 1.108 65.873 0 69.993 0c4.12 0 6.274 1.108 8.174 2.085 1.645.847 2.945 1.515 5.823 1.515 2.88 0 4.18-.668 5.825-1.515C91.715 1.108 93.87 0 97.99 0c4.12 0 6.273 1.108 8.174 2.085 1.645.847 2.945 1.515 5.823 1.515 2.88 0 4.178-.668 5.824-1.515 1.9-.977 4.054-2.085 8.173-2.085 4.12 0 6.273 1.108 8.174 2.085 1.646.847 2.945 1.515 5.825 1.515 2.88 0 4.18-.668 5.826-1.515 1.9-.977 4.055-2.085 8.175-2.085 4.12 0 6.273 1.108 8.174 2.085 1.646.847 2.945 1.515 5.825 1.515 2.88 0 4.179-.668 5.824-1.515 1.9-.977 4.054-2.085 8.175-2.085 4.12 0 6.274 1.108 8.175 2.085 1.646.847 2.946 1.515 5.826 1.515 2.88 0 4.18-.668 5.826-1.515 1.9-.977 4.054-2.085 8.175-2.085 4.12 0 6.273 1.108 8.174 2.085 1.646.847 2.945 1.515 5.825 1.515 2.881 0 4.18-.668 5.827-1.515 1.9-.977 4.056-2.085 8.176-2.085 4.121 0 6.276 1.108 8.177 2.085 1.646.847 2.946 1.515 5.827 1.515s4.181-.668 5.828-1.515C259.718 1.108 261.873 0 265.995 0c4.121 0 6.275 1.108 8.177 2.084 1.645.848 2.946 1.516 5.828 1.516V9h-.007l-5.252-.793c-1.129-.382-2.056-.848-2.919-1.291-1.646-.847-2.946-1.516-5.827-1.516-2.882 0-4.183.669-5.829 1.516-1.9.977-4.056 2.084-8.177 2.084-4.12 0-6.275-1.107-8.176-2.084-1.647-.847-2.947-1.516-5.828-1.516-2.88 0-4.18.669-5.827 1.516-1.9.977-4.055 2.084-8.176 2.084-4.12 0-6.273-1.107-8.175-2.084-1.645-.847-2.944-1.516-5.824-1.516s-4.18.669-5.826 1.516c-1.9.977-4.055 2.084-8.175 2.084-4.12 0-6.275-1.107-8.176-2.084-1.644-.847-2.945-1.516-5.825-1.516-2.88 0-4.18.669-5.825 1.516-1.9.977-4.054 2.084-8.174 2.084-4.12 0-6.274-1.107-8.176-2.084-1.644-.847-2.943-1.516-5.823-1.516-2.88 0-4.18.669-5.826 1.516-1.9.977-4.054 2.084-8.175 2.084-4.12 0-6.274-1.107-8.174-2.084-1.646-.847-2.946-1.516-5.825-1.516s-4.179.669-5.824 1.516c-1.9.977-4.053 2.084-8.173 2.084s-6.273-1.107-8.173-2.084c-1.645-.847-2.945-1.516-5.824-1.516-2.88 0-4.179.669-5.824 1.516C90.265 7.893 88.11 9 83.99 9c-4.12 0-6.273-1.107-8.173-2.084-1.645-.847-2.944-1.516-5.824-1.516s-4.18.669-5.825 1.516C62.268 7.893 60.113 9 55.993 9c-4.12 0-6.274-1.107-8.174-2.084-1.645-.847-2.945-1.516-5.824-1.516-2.88 0-4.18.669-5.825 1.516C34.27 7.893 32.116 9 27.996 9c-4.12 0-6.273-1.107-8.174-2.084-1.645-.847-2.945-1.516-5.824-1.516s-4.179.669-5.824 1.516C7.311 7.359 1.127 8.618 0 9\"\/>\n<\/svg>\n\n<h2 class=\"block-title section-title\">\n  Let&#8217;s talk about your project<\/h2>\n\n\n  <div class=\"block-description typography-body\">\n    <p>Do you want to create an app with a potential to upsell your customers? 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Building software for healthcare? Even harder.You&#8217;re working with legacy systems, real-world consequences, regulatory overhead, and zero room for error. That\u2019s the space Patchwork Health chose to challenge. And here\u2019s how Code &amp; Pepper helped them do it.<\/p>\n","protected":false},"author":20427,"featured_media":55921,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[1688,81,1647],"tags":[8756,8762,8769,173],"class_list":["post-55920","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-fintech-business","category-project-management-approach","category-software-development","tag-healthcare","tag-healthtech","tag-healthtech-software","tag-software-development-process"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>How Patchwork Health Scaled Faster and Smarter with Code &amp; Pepper: Healthtech Software Development | Code &amp; Pepper<\/title>\n<meta name=\"description\" content=\"Discover how Patchwork Health partnered with Code &amp; 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