{"id":2617,"date":"2026-02-19T12:08:16","date_gmt":"2026-02-19T12:08:16","guid":{"rendered":"https:\/\/blogs.mathworks.com\/finance\/?p=2617"},"modified":"2026-03-10T13:42:05","modified_gmt":"2026-03-10T13:42:05","slug":"staying-current-with-matlab-what-you-gain-and-how-to-get-there","status":"publish","type":"post","link":"https:\/\/blogs.mathworks.com\/finance\/2026\/02\/19\/staying-current-with-matlab-what-you-gain-and-how-to-get-there\/","title":{"rendered":"Upgrading MATLAB: What You Gain and How to Get There"},"content":{"rendered":"<p>Every MATLAB release opens the door to new capabilities, better performance, and tighter integration with the platforms your team already uses. With two major releases a year and over 800 customer-requested enhancements in each one, staying current is one of the simplest ways to get more from the tools you already have.<\/p>\n<p>We recently published two companion guides that explore this topic in depth. Here is a look at the key ideas.<\/p>\n<h1 id=\"what-staying-current-gives-you\">What Staying Current Gives You  <\/h1>\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<h2 id=\"new-capabilities-that-replace-custom-work\">New capabilities that replace custom work<\/h2>\n<p>Over time, MathWorks builds in functionality that teams previously had to create and maintain themselves\u2014custom utilities, wrappers, and workarounds. Each release is an opportunity to simplify your codebase and shift maintenance back to built-in, documented, supported functions.<\/p>\n<p>As one long-time user put it:<\/p>\n<blockquote>\n<div style=\"border-left: 5px solid #ccc;padding-left: 20px;margin: 20px 0;font-style: regular;font-size: 0.95em;color: #000000\">&#8220;I have been using MATLAB since the 80s. Every line of code that I have written has eventually been replaced by a built-in function.\u201d<br \/><cite style=\"font-style: normal;font-weight: bold;color: #555\"><\/cite><\/div>\n<\/blockquote>\n<p>That is time and effort your team can redirect to higher-value work.<\/p>\n<h2 id=\"performance-that-compounds\">Performance that compounds<\/h2>\n<p>Each release delivers optimizations\u2014faster execution, reduced memory footprint, improved parallel scaling. These gains build on each other, so teams on a current release benefit from the cumulative effect of multiple improvement cycles.<\/p>\n<h2 id=\"modern-development-workflows-built-in\">Modern development workflows, built in<\/h2>\n<p>Recent releases have added capabilities that align MATLAB with enterprise development practices:<\/p>\n<ul>\n<li><strong>CI\/CD integration<\/strong>&nbsp;with GitHub Actions, GitLab, Jenkins, and Azure DevOps<\/li>\n<li><strong>Testing frameworks<\/strong>&nbsp;for automated regression and equivalence testing<\/li>\n<li><strong>Packaging and deployment tooling<\/strong>&nbsp;aligned with platform engineering patterns<\/li>\n<\/ul>\n<p>These are ready to use out of the box\u2014no custom build required.<\/p>\n<h2 id=\"seamless-cloud-and-data-platform-integration\">Seamless cloud and data platform integration<\/h2>\n<p>Current releases extend support for the infrastructure teams use today: container images and reference architectures for AWS, Azure, and Kubernetes; Databricks and Spark connectivity for large-scale data workflows; and updated database drivers and authentication methods. Staying current means these integrations work when you need them.<\/p>\n<p>For the complete picture\u2014including cadence strategies, ecosystem compatibility, and what upgrades unlock for your team\u2014see&nbsp;<a href=\"https:\/\/content.mathworks.com\/viewer\/6996f033e4d9434cee050d14\" target=\"_blank\" rel=\"noreferrer noopener\"><em>MATLAB: The Case for Staying Current.<\/em><\/a><\/p>\n<h1 id=\"a-clear-path-forward\">A clear path forward<\/h1>\n<p>Upgrading does not have to be a big-bang project. The companion guide,&nbsp;<em><a rel=\"noreferrer noopener\" href=\"https:\/\/content.mathworks.com\/viewer\/6996f086b079df18f6c4bb5f\" target=\"_blank\">Upgrading MATLAB in Financial Services<\/a>, lays <\/em>out a structured, repeatable workflow in six phases:<\/p>\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/blogs.mathworks.com\/finance\/files\/2026\/02\/upgrade_workflow-1024x189.png\" alt=\"Image showing a workflow consisting of six blogs, from left to right. Each box contains a word: Assess, Plan, Migrate, Test, Release, Support. Text underneath the workflow says &quot;(iterate until results meet exit criteria)&quot;\" class=\"wp-image-2618\" width=\"840\" height=\"155\"\/><figcaption class=\"wp-element-caption\">Upgrade workflow: Assess, Plan, Migrate, Test, Release, Support. The <em>six-phase upgrade workflow from <\/em>Upgrading MATLAB in Financial Services<\/figcaption><\/figure>\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<ul>\n<li><strong>Assess<\/strong>\u2014Understand your starting point with built-in tools like the Code Compatibility Analyzer.<\/li>\n<li><strong>Plan<\/strong>\u2014Define scope, roles, and evidence needs before changing any code.<\/li>\n<li><strong>Migrate<\/strong>\u2014Apply targeted changes, starting with shared libraries.<\/li>\n<li><strong>Test<\/strong>\u2014Validate results with layered testing, from unit tests to numerical equivalence baselines.<\/li>\n<li><strong>Release<\/strong>\u2014Pilot with a small group, then scale across the organization.<\/li>\n<li><strong>Support<\/strong>\u2014Capture lessons learned and set up for the next cycle.<\/li>\n<\/ul>\n<p>The guide includes MATLAB code examples for compatibility analysis, dependency checking, and equivalence testing\u2014ready to adapt to your codebase. It also covers financial-services-specific topics like model validation evidence, third-party compatibility checks, and MATLAB Production Server deployments.<\/p>\n<h1 id=\"get-started\">Get started<\/h1>\n<p>The best first step is a small one:<\/p>\n<ul>\n<li><strong>Run the Code Compatibility Analyzer<\/strong>&nbsp;to see exactly what is involved:&nbsp;<code>codeCompatibilityReport(\"src\")<\/code><\/li>\n<li><strong>Align with an existing cycle<\/strong>\u2014an IT refresh, infrastructure update, or project milestone.<\/li>\n<li><strong>Start with a pilot<\/strong>\u2014one team or project can validate the path before a broader rollout.<\/li>\n<\/ul>\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<h1>Download the companion guides for the full story<\/h1>\n<ul>\n<li><a rel=\"noreferrer noopener\" href=\"https:\/\/content.mathworks.com\/viewer\/6996f033e4d9434cee050d14\" target=\"_blank\">MATLAB: The Case for Staying Current<\/a>\u2014the benefits and opportunities of regular version upgrades.<\/li>\n<li><a rel=\"noreferrer noopener\" href=\"https:\/\/content.mathworks.com\/viewer\/6996f086b079df18f6c4bb5f\" target=\"_blank\">Upgrading MATLAB in Financial Services<\/a>\u2014a step-by-step upgrade workflow with code examples and financial-services-specific guidance.<\/li>\n<\/ul>\n<p>MathWorks also offers training, application engineering, and consulting services to support your upgrade. Contact your account manager or usual technical contact to discuss options.<\/p>\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<div class=\"is-layout-flex wp-block-buttons\">\n<div class=\"wp-block-button is-style-fill\"><a class=\"wp-block-button__link has-background wp-element-button\" href=\"mailto:compfin@mathworks.com\" style=\"background-color:#d78825\" target=\"_blank\" rel=\"noreferrer noopener\">Contact Us<\/a><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<div class=\"overview-image\"><img src=\"https:\/\/blogs.mathworks.com\/finance\/files\/2026\/02\/upgrade_workflow.png\" class=\"img-responsive attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"\" decoding=\"async\" loading=\"lazy\" \/><\/div>\n<p>Every MATLAB release opens the door to new capabilities, better performance, and tighter integration with the platforms your team already uses. With two major releases a year and over 800&#8230; <a class=\"read-more\" href=\"https:\/\/blogs.mathworks.com\/finance\/2026\/02\/19\/staying-current-with-matlab-what-you-gain-and-how-to-get-there\/\">read more >><\/a><\/p>\n","protected":false},"author":205,"featured_media":2618,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[28,4],"tags":[],"_links":{"self":[{"href":"https:\/\/blogs.mathworks.com\/finance\/wp-json\/wp\/v2\/posts\/2617"}],"collection":[{"href":"https:\/\/blogs.mathworks.com\/finance\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blogs.mathworks.com\/finance\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.mathworks.com\/finance\/wp-json\/wp\/v2\/users\/205"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.mathworks.com\/finance\/wp-json\/wp\/v2\/comments?post=2617"}],"version-history":[{"count":20,"href":"https:\/\/blogs.mathworks.com\/finance\/wp-json\/wp\/v2\/posts\/2617\/revisions"}],"predecessor-version":[{"id":2805,"href":"https:\/\/blogs.mathworks.com\/finance\/wp-json\/wp\/v2\/posts\/2617\/revisions\/2805"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blogs.mathworks.com\/finance\/wp-json\/wp\/v2\/media\/2618"}],"wp:attachment":[{"href":"https:\/\/blogs.mathworks.com\/finance\/wp-json\/wp\/v2\/media?parent=2617"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blogs.mathworks.com\/finance\/wp-json\/wp\/v2\/categories?post=2617"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blogs.mathworks.com\/finance\/wp-json\/wp\/v2\/tags?post=2617"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}