{"id":202885,"date":"2026-06-09T06:26:35","date_gmt":"2026-06-09T06:26:35","guid":{"rendered":"https:\/\/10pearls.com\/uk\/?p=202885"},"modified":"2026-07-30T12:39:49","modified_gmt":"2026-07-30T12:39:49","slug":"hidden-risk-ai-powered-software-development","status":"publish","type":"post","link":"https:\/\/10pearls.com\/uk\/blog\/hidden-risk-ai-powered-software-development\/","title":{"rendered":"The Hidden Risk Behind AI-Powered Software Development"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"202885\" class=\"elementor elementor-202885\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-628d7669 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"628d7669\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-305ce27b\" data-id=\"305ce27b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1e20137b sec-title elementor-widget elementor-widget-heading\" data-id=\"1e20137b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">The Hidden Risk Behind AI-Powered Software Development\u00a0<\/h1>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1045720a elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"1045720a\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7d49a41e\" data-id=\"7d49a41e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-335f3393 elementor-position-left author-small elementor-position-left elementor-vertical-align-top elementor-vertical-align-top elementor-widget elementor-widget-image-box\" data-id=\"335f3393\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/06\/150x150.png\" class=\"attachment-full size-full wp-image-203146\" alt=\"\" loading=\"lazy\" \/><\/figure><div class=\"elementor-image-box-content\"><p class=\"elementor-image-box-title\">By Peter Hesse<\/p><p class=\"elementor-image-box-description\">Peter Hesse is a Partner at 10Pearls, helping organizations navigate AI transformation, digital modernization, and complex technology initiatives. His expertise in security, governance, and enterprise-scale operations informs his perspectives on turning emerging technologies into lasting business value.<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-2b9c1149 no-margin-inner e-flex e-con-boxed e-con e-parent\" data-id=\"2b9c1149\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-3f9019f3 e-con-full e-flex e-con e-child\" data-id=\"3f9019f3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-21fba437 elementor-widget elementor-widget-text-editor\" data-id=\"21fba437\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>The productivity gains from AI-powered software development are difficult to ignore. <a href=\"https:\/\/ceros.mckinsey.com\/idea-06-facts-desktop\/p\/1\" target=\"_blank\" rel=\"noopener nofollow\"><span style=\"text-decoration: underline;\">McKinsey<\/span><\/a> found that generative AI coding tools can reduce time spent on code generation by 35\u201345% and refactoring by 20\u201330%, with some teams seeing 50-75% productivity gains. <a href=\"https:\/\/github.blog\/news-insights\/octoverse\/octoverse-a-new-developer-joins-github-every-second-as-ai-leads-typescript-to-1\/\" target=\"_blank\" rel=\"noopener nofollow\"><span style=\"text-decoration: underline;\">GitHub&#8217;s\u00a0Octoverse data<\/span>\u00a0<\/a> backs this up: 80% of new developers use GitHub Copilot within their first week, while merged pull requests (PR) increased 23% year over year and commits rose by approximately 25%.<\/p><p>But productivity is only one side of the equation. The challenge is no longer generating code; it&#8217;s ensuring that quality assurance, architectural oversight, and governance can scale alongside it.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6aba6e6f e-con-full e-flex e-con e-child\" data-id=\"6aba6e6f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-398bd84d elementor-widget elementor-widget-image\" data-id=\"398bd84d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"599\" height=\"515\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/06\/Thumbnsil.png\" class=\"attachment-large size-large wp-image-202907\" alt=\"\" srcset=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/06\/Thumbnsil.png 599w, https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/06\/Thumbnsil-300x258.png 300w\" sizes=\"auto, (max-width: 599px) 100vw, 599px\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5813708d elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"5813708d\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6f0a6c36\" data-id=\"6f0a6c36\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4673ce28 blog-menu-hd elementor-widget elementor-widget-text-editor\" data-id=\"4673ce28\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"blog-menu-hd\"><b>Blog contents<\/b><\/p>\n\n<ul id=\"homeAnchorMenu2\" class=\"blog-menu\">\n    <li><a data-target=\"#01\">Code generation is outpacing code review<\/a><\/li>\n    <li><a data-target=\"#02\">Why more code doesn\u2019t mean better software<\/a><\/li>\n    <li><a data-target=\"#03\">Why human oversight still matters<\/a><\/li>\n    <li><a data-target=\"#04\">How enterprises can reduce AI development risk<\/a><\/li>\n    <li><a data-target=\"#05\">How 10Pearls helps enterprises scale AI responsibly<\/a><\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-82dbba2 e-flex e-con-boxed e-con e-parent\" data-id=\"82dbba2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bfbbdce elementor-widget elementor-widget-video\" data-id=\"bfbbdce\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/youtube.com\\\/shorts\\\/t15ZI8oUA54&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3b1880b5 e-con-full e-flex e-con e-parent\" data-id=\"3b1880b5\" data-element_type=\"container\" data-e-type=\"container\" id=\"01\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4fafce9 location-heading elementor-widget elementor-widget-heading\" data-id=\"4fafce9\" data-element_type=\"widget\" data-e-type=\"widget\" id=\"01\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Code generation is outpacing code review\u00a0<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-466bf6c4 elementor-widget elementor-widget-text-editor\" data-id=\"466bf6c4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>There&#8217;s\u00a0a figure\u00a0buried within the same GitHub data\u00a0showing that while\u00a0coding activity continues to increase, collaboration and review activity are not keeping pace. Comments on issues and PRs were\u00a0essentially flat\u00a0year over year, while comments on commits declined by\u00a0<a href=\"https:\/\/github.blog\/news-insights\/octoverse\/octoverse-a-new-developer-joins-github-every-second-as-ai-leads-typescript-to-1\/\" target=\"_blank\" rel=\"noopener nofollow\"><span style=\"text-decoration: underline;\">27%<\/span><\/a>,\u00a0suggesting that communication and review activity has not scaled at the same pace as code activity.\u00a0<\/p><p>The bottleneck is no longer generating code.\u00a0It&#8217;s\u00a0ensuring that code is\u00a0properly reviewed, governed, and\u00a0validated.\u00a0AI-generated code can look clean and pass surface-level checks while still introducing problems that only become\u00a0apparent downstream.\u00a0It may function in isolation but\u00a0fail to\u00a0integrate properly into larger systems. It may introduce security gaps that\u00a0aren&#8217;t\u00a0apparent\u00a0until a production incident. It can appear to work while quietly accumulating technical debt that can prove expensive to unwind.\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5e0addac e-flex e-con-boxed e-con e-child\" data-id=\"5e0addac\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-170d14e7 elementor-widget elementor-widget-heading\" data-id=\"170d14e7\" data-element_type=\"widget\" data-e-type=\"widget\" id=\"02\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Why more code doesn\u2019t mean better software\u00a0<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ab83f78 elementor-widget elementor-widget-text-editor\" data-id=\"ab83f78\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Here is the uncomfortable truth that the AI productivity narrative tends to gloss over. When we measure developer productivity by volume \u2014 commits, pull requests, lines of code merged \u2014 we are measuring outputs, not outcomes. We&#8217;re counting activity, not quality.\u00a0<\/p><p>The rigor applied to ensuring that code is architecturally sound, secure, and maintainable has not kept pace. Like cloud adoption before it, AI-assisted development risks prioritizing speed before governance, creating quality, security, and operational challenges that compound over time.\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-78ecab5c elementor-widget elementor-widget-heading\" data-id=\"78ecab5c\" data-element_type=\"widget\" data-e-type=\"widget\" id=\"03\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Why human oversight still matters\u00a0<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3d10a058 elementor-widget elementor-widget-text-editor\" data-id=\"3d10a058\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>The decline in comments on commits is a proxy for something deeper: a cultural and structural gap in how engineering organizations have adapted their quality assurance practices to an AI-assisted reality.\u00a0 Effective code review has never been purely about catching syntax errors. At its core, it&#8217;s a collaborative act of judgment \u2014 one that requires a human engineer to answer questions that AI is not yet well-positioned to answer reliably. Will this architecture scale? Does it introduce security\u00a0risk? Will it remain maintainable as the system evolves?<\/p><p>What we&#8217;re increasingly seeing instead is a new form of rubber-stamping. AI generates code quickly. Developers, freed from the friction of writing boilerplate, move on quickly. Code merges quickly. The review step \u2014 the one that historically served as the quality checkpoint \u2014 becomes a formality rather than a function.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-11cd25bf elementor-widget elementor-widget-heading\" data-id=\"11cd25bf\" data-element_type=\"widget\" data-e-type=\"widget\" id=\"04\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">How enterprises can reduce AI development risk\u00a0<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9585301 elementor-widget elementor-widget-text-editor\" data-id=\"9585301\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>The path forward is not to slow down AI adoption in engineering.\u00a0It&#8217;s\u00a0for organizations to invest as much in governance, quality assurance, and oversight\u00a0as they are in AI-powered development.\u00a0\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5331a16f elementor-widget elementor-widget-heading\" data-id=\"5331a16f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">1. Redesign review processes<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5e99eb79 elementor-widget elementor-widget-text-editor\" data-id=\"5e99eb79\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Traditional review practices were not built for AI-generated code. Review checklists,\u00a0required\u00a0annotations, and structured sign-off processes should reflect the new reality of\u00a0what&#8217;s\u00a0being reviewed.\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-21247117 elementor-widget elementor-widget-heading\" data-id=\"21247117\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">2. Elevate architectural oversight<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-10632877 elementor-widget elementor-widget-text-editor\" data-id=\"10632877\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>The greatest risk\u00a0isn&#8217;t\u00a0individual bugs\u2014it&#8217;s\u00a0the accumulation of architectural decisions across hundreds of AI-generated pull requests. Organizations need dedicated review mechanisms that\u00a0operate\u00a0above the level of individual commits.\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2fda9dc1 elementor-widget elementor-widget-heading\" data-id=\"2fda9dc1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">3. Use AI to strengthen quality assurance<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-533c4486 elementor-widget elementor-widget-text-editor\" data-id=\"533c4486\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Static analysis tools, AI-powered security scanning, and automated architectural validation can help\u00a0identify\u00a0risk at the same speed\u00a0code\u00a0is being generated.\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-31203fc3 elementor-widget elementor-widget-heading\" data-id=\"31203fc3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">4. Maintain human accountability\u00a0<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1eaea8ae elementor-widget elementor-widget-text-editor\" data-id=\"1eaea8ae\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>\u00a0AI can surface signals, but humans remain responsible for decisions and outcomes. The most successful organizations will continue to hold engineering teams accountable for both speed and quality.\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-15873cd1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"15873cd1\" data-element_type=\"section\" data-e-type=\"section\" id=\"05\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-55f7090f\" data-id=\"55f7090f\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-47858a6c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"47858a6c\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-3d95bf1b\" data-id=\"3d95bf1b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1a5de7a6 outsource-title elementor-widget__width-initial elementor-widget-mobile__width-initial elementor-widget elementor-widget-heading\" data-id=\"1a5de7a6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">How 10Pearls\u00a0\nhelps you scale AI responsibly\u00a0<\/h2>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-4007c6fd\" data-id=\"4007c6fd\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-59d4cc6c elementor-widget__width-initial light-color elementor-widget elementor-widget-heading\" data-id=\"59d4cc6c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">We work with enterprises across industries that are navigating this transition, and the pattern is consistent: the teams that are thriving aren't the ones using the most AI. They're the ones that have been most deliberate about governance, review processes, and quality controls to ensure AI is used effectively.\u00a0\n<br><br>\nAs an <a href=\"\/artificial-intelligence\/\" target=\"_blank\" style=\"color: black!important;text-decoration: underline\">AI-native digital engineering partner<\/a>, 10Pearls helps enterprises integrate AI across the software development lifecycle while maintaining the security, quality, and architectural rigor required for long-term success. Organizations have the technology to build faster than ever before. The question is whether they have the discipline to build better at the same time.\u00a0\u00a0<\/p>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-239290a8 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"239290a8\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6f27f50c\" data-id=\"6f27f50c\" data-element_type=\"column\" data-e-type=\"column\" 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data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Get in touch with us<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4e076136 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"4e076136\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Global digital transformation and product engineering partner<\/div>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2161594f elementor-widget elementor-widget-wpforms\" data-id=\"2161594f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"wpforms.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div 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class=\"sa_hover_container\">\n                <div class=\"column\">\n                    <img decoding=\"async\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/07\/ai-software-testing-companies-blog-thumb-1024x1024.webp\"\n                         class=\"front\"\n                         alt=\"Top AI-Powered Software Testing Companies\">\n                    <div class=\"text-wrap\">\n                        <div>\n                            <p class=\"h3\">AI\/ML<\/p>\n                            <hr>\n                            <p class=\"h5\">Top AI-Powered Software Testing Companies<\/p>\n                            <p class=\"p\">Compare the top AI-powered software testing services and learn how automation, self-healing tests, and AI-augmented QA de-risk enterprise releases.<\/p>\n                        <\/div>\n                        <div class=\"self-align-end d-flex justify-content-end\">\n                            <a class=\"readmore-anchor\"\n                               href=\"https:\/\/10pearls.com\/uk\/blog\/top-software-testing-companies\/\"\n                               target=\"_blank\">Read More<\/a>\n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n                <div class=\"swiper-slide\">\n            <div class=\"sa_hover_container\">\n                <div class=\"column\">\n                    <img decoding=\"async\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/07\/corporate-ai-featured.webp\"\n                         class=\"front\"\n                         alt=\"Corporate AI Implementation Failure &#8211; Role of Leadership\">\n                    <div class=\"text-wrap\">\n                        <div>\n                            <p class=\"h3\">AI\/ML<\/p>\n                            <hr>\n                            <p class=\"h5\">Corporate AI Implementation Failure &#8211; Role of Leadership<\/p>\n                            <p class=\"p\">Most enterprises now share the same models and tools, so why does AI still fail? The gap is leadership: prioritization, ownership, and governance, not better technology.<\/p>\n                        <\/div>\n                        <div class=\"self-align-end d-flex justify-content-end\">\n                            <a class=\"readmore-anchor\"\n                               href=\"https:\/\/10pearls.com\/uk\/blog\/ai-fails-because-of-leadership-not-technology\/\"\n                               target=\"_blank\">Read More<\/a>\n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n                <div class=\"swiper-slide\">\n            <div class=\"sa_hover_container\">\n                <div class=\"column\">\n                    <img decoding=\"async\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/06\/in-house-vs-outsourcing-blog-featured-image-1024x1024.webp\"\n                         class=\"front\"\n                         alt=\"In-House vs Outsource Mobile App Development: What&#8217;s Best?\">\n                    <div class=\"text-wrap\">\n                        <div>\n                            <p class=\"h3\">Mobile app development<\/p>\n                            <hr>\n                            <p class=\"h5\">In-House vs Outsource Mobile App Development: What&#8217;s Best?<\/p>\n                            <p class=\"p\">Every mobile app starts with one decision: build in-house or outsource. We break down the real costs, tradeoffs, and the questions that determine which model is right for you.<\/p>\n                        <\/div>\n                        <div class=\"self-align-end d-flex justify-content-end\">\n                            <a class=\"readmore-anchor\"\n                               href=\"https:\/\/10pearls.com\/uk\/blog\/inhouse-vs-outsource-mobile-app-development\/\"\n                               target=\"_blank\">Read More<\/a>\n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n                <div class=\"swiper-slide\">\n            <div class=\"sa_hover_container\">\n                <div class=\"column\">\n                    <img decoding=\"async\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/06\/outome-based-pricing-blog-thumbnail.webp\"\n                         class=\"front\"\n                         alt=\"Outcome Based Pricing in Digital Engineering\">\n                    <div class=\"text-wrap\">\n                        <div>\n                            <p class=\"h3\">AI\/ML<\/p>\n                            <hr>\n                            <p class=\"h5\">Outcome Based Pricing in Digital Engineering<\/p>\n                            <p class=\"p\">AI is making outcome-based pricing more viable, but success still depends on clear metrics, shared accountability, and disciplined execution.<\/p>\n                        <\/div>\n                        <div class=\"self-align-end d-flex justify-content-end\">\n                            <a class=\"readmore-anchor\"\n                               href=\"https:\/\/10pearls.com\/uk\/blog\/outcome-based-pricing-is-reshaping-digital-engineering\/\"\n                               target=\"_blank\">Read More<\/a>\n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n                <div class=\"swiper-slide\">\n            <div class=\"sa_hover_container\">\n                <div class=\"column\">\n                    <img decoding=\"async\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/06\/Main-3-1024x1024.webp\"\n                         class=\"front\"\n                         alt=\"The Hidden Risk Behind AI-Powered Software Development\">\n                    <div class=\"text-wrap\">\n                        <div>\n                            <p class=\"h3\">AI\/ML<\/p>\n                            <hr>\n                            <p class=\"h5\">The Hidden Risk Behind AI-Powered Software Development<\/p>\n                            <p class=\"p\">AI coding tools are accelerating development, but code review, governance, and quality assurance aren&#039;t keeping pace. Learn how enterprises can scale AI development responsibly.<\/p>\n                        <\/div>\n                        <div class=\"self-align-end d-flex justify-content-end\">\n                            <a class=\"readmore-anchor\"\n                               href=\"https:\/\/10pearls.com\/uk\/blog\/hidden-risk-ai-powered-software-development\/\"\n                               target=\"_blank\">Read More<\/a>\n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n                <div class=\"swiper-slide\">\n            <div class=\"sa_hover_container\">\n                <div class=\"column\">\n                    <img decoding=\"async\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2025\/07\/Top.webp\"\n                         class=\"front\"\n                         alt=\"Top 10 custom software development companies delivering innovative solutions\">\n                    <div class=\"text-wrap\">\n                        <div>\n                            <p class=\"h3\">Software development<\/p>\n                            <hr>\n                            <p class=\"h5\">Top 10 custom software development companies delivering innovative solutions<\/p>\n                            <p class=\"p\">This article compares the top 10 custom software development companies for 2026. The rankings are based on the average review rating on Clutch<\/p>\n                        <\/div>\n                        <div class=\"self-align-end d-flex justify-content-end\">\n                            <a class=\"readmore-anchor\"\n                               href=\"https:\/\/10pearls.com\/uk\/blog\/top-custom-software-development-companies\/\"\n                               target=\"_blank\">Read More<\/a>\n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n                <div class=\"swiper-slide\">\n            <div class=\"sa_hover_container\">\n                <div class=\"column\">\n                    <img decoding=\"async\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/04\/software-developer-challenges-featured.webp\"\n                         class=\"front\"\n                         alt=\"Software Development Challenges and Solutions for Modern Enterprises\">\n                    <div class=\"text-wrap\">\n                        <div>\n                            <p class=\"h3\">Software development<\/p>\n                            <hr>\n                            <p class=\"h5\">Software Development Challenges and Solutions for Modern Enterprises<\/p>\n                            <p class=\"p\">Discover the top software development challenges enterprises face, legacy systems, security, talent shortages, and proven solutions to overcome them.<\/p>\n                        <\/div>\n                        <div class=\"self-align-end d-flex justify-content-end\">\n                            <a class=\"readmore-anchor\"\n                               href=\"https:\/\/10pearls.com\/uk\/blog\/software-development-challenges-solutions\/\"\n                               target=\"_blank\">Read More<\/a>\n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n                <div class=\"swiper-slide\">\n            <div class=\"sa_hover_container\">\n                <div class=\"column\">\n                    <img decoding=\"async\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/03\/Thumbnsil-1024x1024.webp\"\n                         class=\"front\"\n                         alt=\"How AI is transforming Agile in 2026\">\n                    <div class=\"text-wrap\">\n                        <div>\n                            <p class=\"h3\">Software development<\/p>\n                            <hr>\n                            <p class=\"h5\">How AI is transforming Agile in 2026<\/p>\n                            <p class=\"p\">Modern Agile evolves with AI, cloud, and governance, reshaping team workflows and delivery for scalable, secure enterprise software in 2026.<\/p>\n                        <\/div>\n                        <div class=\"self-align-end d-flex justify-content-end\">\n                            <a class=\"readmore-anchor\"\n                               href=\"https:\/\/10pearls.com\/uk\/blog\/agile-software-development\/\"\n                               target=\"_blank\">Read More<\/a>\n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n                <div class=\"swiper-slide\">\n            <div class=\"sa_hover_container\">\n                <div class=\"column\">\n                    <img decoding=\"async\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/01\/top-software-development-technologies-feature-image.webp\"\n                         class=\"front\"\n                         alt=\"Explore the tech driving software development innovation\">\n                    <div class=\"text-wrap\">\n                        <div>\n                            <p class=\"h3\">Software development<\/p>\n                            <hr>\n                            <p class=\"h5\">Explore the tech driving software development innovation<\/p>\n                            <p class=\"p\">Our top software development technologies in 2026 overview covers AI tools, low code &amp; cloud development tools, programming languages, and databases.<\/p>\n                        <\/div>\n                        <div class=\"self-align-end d-flex justify-content-end\">\n                            <a class=\"readmore-anchor\"\n                               href=\"https:\/\/10pearls.com\/uk\/blog\/top-software-development-technologies\/\"\n                               target=\"_blank\">Read More<\/a>\n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n                <div class=\"swiper-slide\">\n            <div class=\"sa_hover_container\">\n                <div class=\"column\">\n                    <img decoding=\"async\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2024\/05\/top_industries_driving_main_blog.webp\"\n                         class=\"front\"\n                         alt=\"Top sectors using custom software in Saudi Arabia\">\n                    <div class=\"text-wrap\">\n                        <div>\n                            <p class=\"h3\">Software development<\/p>\n                            <hr>\n                            <p class=\"h5\">Top sectors using custom software in Saudi Arabia<\/p>\n                            <p class=\"p\">Saudi Arabia is quickly shifting away from an oil-based economy for the first time in approximately 8 decades. As Saudi Arabia diversifies, the need for adaptable, sector-specific digital solutions is driving a rise in custom...<\/p>\n                        <\/div>\n                        <div class=\"self-align-end d-flex justify-content-end\">\n                            <a class=\"readmore-anchor\"\n                               href=\"https:\/\/10pearls.com\/uk\/blog\/top-sectors-using-custom-software-saudi-arabia\/\"\n                               target=\"_blank\">Read More<\/a>\n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n        \n                <\/div>\n\n                <div class=\"swiper-pagination\"><\/div>\n                <div class=\"swiper-button-next\">\n                    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"14\" height=\"24\" viewBox=\"0 0 14 24\" fill=\"none\">\n                        <path d=\"M2 2L12 12L2 22\" stroke=\"black\" stroke-width=\"3\" 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