{"id":722406,"date":"2026-09-18T10:54:11","date_gmt":"2026-09-18T10:54:11","guid":{"rendered":"https:\/\/www.capgemini.com\/gb-en\/?p=722406&#038;preview=true&#038;preview_id=722406"},"modified":"2026-09-25T10:54:59","modified_gmt":"2026-09-25T10:54:59","slug":"big-deep-narrow-choosing-the-agentic-opportunities-that-can-scale","status":"publish","type":"post","link":"https:\/\/www.capgemini.com\/gb-en\/insights\/expert-perspectives\/big-deep-narrow-choosing-the-agentic-opportunities-that-can-scale\/","title":{"rendered":"Big, deep, narrow: Choosing the agentic opportunities that can scale"},"content":{"rendered":"\n<header class=\"wp-block-cg-blocks-hero-blogs header-hero-blogs\"><div class=\"container\"><div class=\"hero-blogs\"><div class=\"hero-blogs-content-wrapper\"><div class=\"row\"><div class=\"col-12\"><div class=\"header-title\"><h1><strong>Big, Deep, Narrow: Choosing the agentic opportunities that can scale<\/strong><\/h1><\/div><\/div><\/div><\/div><div class=\"hero-blogs-bottom\"><div class=\"header-author\"><div class=\"author-img\"><img decoding=\"async\" src=\"\/wp-content\/themes\/capgemini2025\/assets\/images\/cg-logo-white.svg?w=200&amp;quality=10\" alt=\"\" loading=\"lazy\"\/><\/div><div class=\"author-name-date\"><h5 class=\"author-name\">Dreen Yang &amp; Mark Ruston<\/h5><h5 class=\"blog-date\">Sep 18, 2026<\/h5><\/div><\/div><div class=\"brand-image\"><\/div><\/div><\/div><\/div><\/header>\n\n\n\n<section class=\"wp-block-cg-blocks-group section section--article-content\"><div class=\"article-main-content\"><div class=\"container\"><div class=\"grid-container\"><div class=\"col-12 col-md-2\"><nav class=\"article-social\"><ul class=\"social-nav\"><li class=\"ip-order-fb\"><a href=\"https:\/\/www.facebook.com\/sharer\/sharer.php?u=https:\/\/www.capgemini.com\/insights\/expert-perspectives\/big-deep-narrow-choosing-the-agentic-opportunities-that-can-scale\/\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><i aria-hidden=\"true\" class=\"icon-fb\"><\/i><span class=\"sr-only\">Facebook<\/span><\/a><\/li><li class=\"ip-order-li\"><a href=\"https:\/\/www.linkedin.com\/shareArticle?url=https:\/\/www.capgemini.com\/insights\/expert-perspectives\/big-deep-narrow-choosing-the-agentic-opportunities-that-can-scale\/\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><span class=\"sr-only\">Linkedin<\/span><\/a><\/li><\/ul><\/nav><\/div><div><div class=\"article-text article-quote-text\">\n<h2 id=\"h-a-new-framework-to-guide-agentic-investments\" class=\"wp-block-heading\">A new framework to guide agentic investments<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The corporate world has no shortage of AI agents. It has a shortage of AI agents that are fully production hardened and working at scale. Demonstrations are easy because they avoid much of the environment in which real work happens. Production agents must use current data, work through reliable systems, respect permissions, survive exceptions, and improve after release.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Leading examples of agentic AI across industries &#8211; Walmart with Sparky, Amazon with Alexa for Shopping, and even AT&amp;T with Ask AT&amp;T, reveal a common pattern that success starts with the right opportunity, not the agent itself. The strongest initiatives focus on problems that are <strong>Big<\/strong> enough to matter, <strong>Deep<\/strong> enough to create differentiated value, and <strong>Narrow<\/strong> enough to scale safely in production.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This concept of Big, Deep and Narrow (BDN) makes it an opportunity-selection discipline. It helps organisations avoid the common mistake of starting with an impressive agent demonstration and then searching for value after the fact. Instead, BDN asks whether the opportunity is worth pursuing before defining the agent, workflow, operating model, or technology stack.<\/p>\n\n\n\n<h3 id=\"h-bdn-selects-the-opportunity-before-the-agent-is-designed\" class=\"wp-block-heading\">BDN selects the opportunity before the agent is designed<\/h3>\n\n\n\n<section class=\"wp-block-cg-blocks-counter-para section counter-para-section\"><div class=\"container\"><div class=\"row statistics-list\"><div class=\"col-md-4 statistic\"><div class=\"statistic-top\">BIG<\/div><span class=\"statistic-bottom\">Worth solving<\/span><\/div><div class=\"col-md-4 statistic\"><div class=\"statistic-top\">DEEP<\/div><span class=\"statistic-bottom\">Worth building<\/span><\/div><div class=\"col-md-4 statistic\"><div class=\"statistic-top\">NARROW<\/div><span class=\"statistic-bottom\">Worth scaling<\/span><\/div><\/div><\/div><\/section>\n\n\n\n<section class=\"wp-block-cg-blocks-how-we-do-it section section--howwedoit block-howwedoit is-align-center\"><div class=\"container\"><div class=\"row\"><div class=\"col-12 col-md-2\"><\/div><div class=\"col-12 col-md-8\"><div class=\"section-content\">\n<div class=\"wp-block-cg-blocks-card-howwedoit expanders\"><div class=\"box card-regulated-agreements card-howwedoit\"><div class=\"expander-box filter-box tag-active \"><div class=\"expander-title\" tabindex=\"0\" role=\"button\" aria-expanded=\"false\"><h3 class=\"expander-heading-title\">BIG ensures the effort is worthwhile<\/h3><\/div><div class=\"expander-subtitle\"><p class=\"small-description\">The framework starts by considering the business outcome being solved for. A BIG problem materially affects revenue, cost, productivity, service, risk, growth, customer experience, or another strategic constraint. The impact is significant enough to justify investment, executive attention, and organizational change.<br>However, BIG is not simply a measure of financial value. It is a measure of strategic importance. The most successful AI initiatives solve problems that leaders are already motivated to fix because they directly support the organisation&#8217;s priorities.<\/p><\/div><div class=\"expander-content\"><p><strong>A problem can be BIG in many ways:<\/strong><\/p><ul class=\"box-list\"><li>A large economic impact on revenue, margin, cost, or cash flow<\/li><li>A major customer, employee, or partner experience challenge<\/li><li>A strategic priority identified by senior leadership<\/li><li>A constraint that limits growth, agility, or competitiveness<\/li><li>A risk, compliance, or resilience issue that must be addressed<\/li><li>A foundational capability that unlocks multiple future opportunities<\/li><\/ul><div class=\"bg-color video-align-right\"><div class=\"container\"><div class=\"row video-align-left\"><div class=\"col-md-12\"><div class=\"video-align-left row box box--4 box--mini\"><div class=\"col-md-3\"><\/div><div class=\"col-md-8 box-img-wrapper\"><div class=\"video-box\"><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\n<p class=\"wp-block-paragraph\">The &#8220;size&#8221; of BIG can also vary. Some BIG opportunities affect the entire enterprise. Others focus on a single function but address one of that function&#8217;s most important priorities. The question is not how many people are affected, but whether solving the problem materially improves an outcome the organisation cares about.\u00a0<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A useful test is organisational willingness to act. If leadership would not commit funding, sponsorship, process change, performance management attention, or executive airtime to solving the problem, it means the issue is unlikely to be BIG enough to justify a significant AI investment.\u00a0<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Small &#8220;mosquito-bite&#8221; problems often make impressive demonstrations because they are easy to solve and easy to showcase. Unfortunately, they rarely generate enough value to sustain investment, change behaviour, or scale adoption. &#8220;Shark-bite&#8221; problems, on the other hand, create sufficient business impact to justify both initial funding and continued expansion.\u00a0<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">BIG should therefore be evaluated not only through economic value, but also through strategic relevance. The strongest opportunities sit at the intersection of measurable value, executive priority, and organisational willingness to change.<\/p>\n<div class=\"content-more\"><\/div><\/div><\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-cg-blocks-card-howwedoit expanders\"><div class=\"box card-regulated-agreements card-howwedoit\"><div class=\"expander-box filter-box tag-active \"><div class=\"expander-title\" tabindex=\"0\" role=\"button\" aria-expanded=\"false\"><h3 class=\"expander-heading-title\">DEEP creates differentiated and reusable value<\/h3><\/div><div class=\"expander-subtitle\"><p class=\"small-description\">A DEEP workflow creates value that cannot be achieved through a simple interaction with a general-purpose AI assistant. It requires the combination of enterprise context, business processes, systems, actions, governance, expertise, and judgement to produce an outcome that is uniquely valuable to the organisation.<br>Depth does not come from technical sophistication alone. It comes from the degree to which the solution embeds organisational knowledge, operating practises, and decision-making into the workflow.<\/p><\/div><div class=\"expander-content\"><p><strong>A workflow becomes deeper as it incorporates:<\/strong><\/p><ul class=\"box-list\"><li>Proprietary business knowledge and context<\/li><li>Access to private enterprise data<\/li><li>Integration with operational systems<\/li><li>Multi-step reasoning and decision processes<\/li><li>Business rules, policies and controls<\/li><li>Human approvals and exception management<\/li><li>Organisational expertise developed over years of experience<\/li><li>Actions that change business outcomes, not just generate answers<\/li><\/ul><div class=\"bg-color video-align-right\"><div class=\"container\"><div class=\"row video-align-left\"><div class=\"col-md-12\"><div class=\"video-align-left row box box--4 box--mini\"><div class=\"col-md-3\"><\/div><div class=\"col-md-8 box-img-wrapper\"><div class=\"video-box\"><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\n<p class=\"wp-block-paragraph\">A simple test for depth is whether a knowledgeable employee could obtain most of the value through a prompted conversation with ChatGPT or another public AI model. If the answer is yes, the opportunity is unlikely to justify a differentiated enterprise agent investment.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">However, DEEP is not synonymous with a monolithic or highly autonomous agent. Agentic AI allows organisations to decompose large business problems into smaller capabilities that can be combined into a coordinated workflow.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Think of agents as Lego blocks. Each block may perform a relatively simple task. The depth emerges from how the blocks are orchestrated together. Sequencing, context sharing, decision points, actions, and feedback loops can create substantial value even when the individual components themselves are relatively simple.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>As a result, DEEP can exist in several forms:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Knowledge depth<\/strong>: leveraging proprietary expertise, documents and institutional memory.<\/li>\n\n\n\n<li><strong>Process depth<\/strong>: executing multi-step workflows with dependencies and business rules.<\/li>\n\n\n\n<li><strong>Decision depth<\/strong>: supporting increasingly complex judgements and exception handling.<\/li>\n\n\n\n<li><strong>System depth<\/strong>: coordinating work across multiple applications, platforms and data sources.<\/li>\n\n\n\n<li><strong>Workflow depth<\/strong>: orchestrating multiple specialised agents into an end-to-end business outcome.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">The most valuable enterprise agents are often not those with the most sophisticated individual capabilities, but those that combine organisational knowledge, workflow orchestration, and operational execution in ways that competitors cannot easily replicate.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">DEEP should therefore be viewed not as a measure of complexity, but as a measure of differentiation. The question is not &#8220;How complicated is it?&#8221; but rather &#8220;How much unique organisational value is embedded in the solution?&#8221;<\/p>\n<div class=\"content-more\"><\/div><\/div><\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-cg-blocks-card-howwedoit expanders\"><div class=\"box card-regulated-agreements card-howwedoit\"><div class=\"expander-box filter-box tag-active \"><div class=\"expander-title\" tabindex=\"0\" role=\"button\" aria-expanded=\"false\"><h3 class=\"expander-heading-title\">NARROW makes production scale attainable<\/h3><\/div><div class=\"expander-subtitle\"><p class=\"small-description\">A NARROW production footprint creates an achievable path from concept to enterprise value. It bounds the workflows, data, tools, actions and business judgement required for the first release, ensuring the solution can be made reliable before expanding its scope.<br>Importantly, <em><strong>NARROW does not always mean a few users<\/strong>.<\/em> The appropriate level of narrowness depends on the organisation&#8217;s ability to absorb change and operationalise the solution.<\/p><\/div><div class=\"expander-content\"><p>The constraint may take many forms:<\/p><ul class=\"box-list\"><li>The amount of operating model change required<\/li><li>The level of AI adoption, trust and workforce fluency needed<\/li><li>The number of leaders or functions that must align<\/li><li>The breadth of business processes affected<\/li><li>The number of systems that must be integrated<\/li><li>The quantity, quality and governance requirements of the data<\/li><li>The degree of autonomy granted to agents and workflows<\/li><\/ul><div class=\"bg-color video-align-right\"><div class=\"container\"><div class=\"row video-align-left\"><div class=\"col-md-12\"><div class=\"video-align-left row box box--4 box--mini\"><div class=\"col-md-3\"><\/div><div class=\"col-md-8 box-img-wrapper\"><div class=\"video-box\"><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\n<p class=\"wp-block-paragraph\">The goal is not to minimise ambition, but to identify the smallest production footprint capable of delivering meaningful value while remaining achievable. As adoption, confidence and capability grow, the footprint can expand.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">An agent can serve millions of people and still be NARROW where production matters. NARROW does not mean a small user base, limited data, or a technically simple task. It means that each execution unit has a bounded production footprint. This gives NARROW a direct production mechanism:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>A bounded workflow reduces the number of systems, permissions and failure paths that must be understood.<\/li>\n\n\n\n<li>A coherent data and tool domain make the agent\u2019s inputs and actions testable.<\/li>\n\n\n\n<li>A compact group of business experts can define successful completion, unacceptable errors, and escalation rules.<\/li>\n\n\n\n<li>Those experts can turn judgement into examples, rubrics, thresholds, and exception cases.<\/li>\n\n\n\n<li>When an evaluation fails, the same group can decide whether the defect lies in the model, data, tool, routine, policy or test.<\/li>\n\n\n\n<li>The team can release to a small traffic share, learn and expand without reopening the whole enterprise design.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">In plain English, NARROW makes the work judgeable. What can be judged can be evaluated. What can be evaluated can be improved.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em><strong>Note: <\/strong>NARROW should never be used to bypass security, legal, compliance, technology, data governance or frontline expertise. These functions provide necessary constraints and evidence. The design principle is broad participation with focused accountability: many people contribute, but few have overlapping authority to redefine the outcome or approve every iteration.<\/em><\/p>\n<div class=\"content-more\"><\/div><\/div><\/div><\/div><\/div>\n<\/div><\/div><\/div><\/div><\/section>\n\n\n\n<h3 id=\"h-each-bdn-element-is-more-valuable-because-of-the-others\" class=\"wp-block-heading\">Each BDN element is more valuable because of the others<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Together, the three elements avoid common traps. A useful way to apply the framework is to ask three questions in sequence: Is this problem important enough that leaders will fund and sponsor the change? Is the workflow deep enough that a general-purpose assistant cannot capture the value? Is the first production footprint narrow enough that the organisation can test, govern, and improve it before expanding? If the answer is yes to all three, the opportunity is a strong candidate for agentic investment.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-zodiak-surface-ink-heavy-color\">Big without Narrow <\/mark><\/strong><br>Becomes an enterprise programme slow to deliver scaled outcomes.<\/td><td><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-zodiak-page-background-color\"><strong>Deep without Big<\/strong><\/mark><br>Becomes expensive work with little economic weight or ROI<br><\/td><td><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-zodiak-page-background-color\"><strong>Narrow without Big<\/strong><\/mark><br>Becomes a scalable solution looking for a problem to solve.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Looking to lead in the agentic era? Connect with our experts to turn AI-powered opportunities into tangible business results.<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n\n<section class=\" section section--expert-slider wrapper-people-slider wp-block-cg-blocks-wrapper-people-slider\"><div class=\"container\"><div class=\"row\"><div class=\"content-title col-12 col-md-8\"><h2 data-maxlength=\"34\" class=\"people-heading-title\">Authors<\/h2><\/div><\/div><\/div><div class=\"slider slider-boxed\"><div class=\"container\"><div class=\"slider-window\"><div class=\"slider-list\">\t\t<div class=\"slide\">\n\t\t\t<div class=\"box\">\n\t\t\t\t<div class=\"row\">\n\t\t\t\t\t<div class=\"col-md-6 col-lg-4 box-img-wrapper\">\n\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/gb-en\/wp-content\/uploads\/sites\/5\/2025\/11\/Dreen-Yang.jpg\" alt=\"Dreen Yang\"\/>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"col-md-6 col-lg-8 box-inner\">\n\t\t\t\t\t\t<div class=\"row title-social-media-header\">\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 mbl-social-icon\">\n\t\t\t\t\t\t\t\t<ul class=\"social-nav\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t\t\t\t\t\t\t<a class=\"subnav-button--form\" href=\"javascript:void(0)\" aria-label=\"contact us\" data-bs-toggle=\"modal\" data-bs-target=\"#WPB95d67ea4_1571_46b5_8077_c4dd974d884f\" data-bs-expert-title=\"1\">\n\t\t\t\t\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"ico-form\"><\/i>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li><a aria-label=\"Linkedin\" target=\"_blank\" title=\"Opens in a new window\" href=\"https:\/\/www.linkedin.com\/in\/dreen-yang\/\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><\/a><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 box-container\">\n\t\t\t\t\t\t\t\t<div class=\"box-title\">\n\t\t\t\t\t\t\t\t\t<h3 class=\"people-profile-title\">Dreen Yang<\/h3>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span>EVP, Global Consumer Products and Retail Lead<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 social-box-container dkt-social-icon\">\n\t\t\t\t\t\t\t\t<ul class=\"social-nav\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t\t\t\t\t\t\t<a class=\"subnav-button--form\" href=\"javascript:void(0)\" aria-label=\"contact us\" data-bs-toggle=\"modal\" data-bs-target=\"#WPB95d67ea4_1571_46b5_8077_c4dd974d884f\" data-bs-expert-title=\"Dreen Yang\">\n\t\t\t\t\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"ico-form\"><\/i>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li><a aria-label=\"Linkedin\" target=\"_blank\" title=\"Opens in a new window\" href=\"https:\/\/www.linkedin.com\/in\/dreen-yang\/\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><\/a><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"people-info\">Dreen Yang is Global Industry Leader for Consumer Products &#038; Retail at Capgemini, driving strategic growth across 50+ countries. With deep FMCG expertise and leadership at Coca-Cola, he\u2019s launched $100M+ ventures and revitalised billion-dollar brands. Dreen excels at transforming complexity into opportunity through data-driven strategy and next-gen tech.\n<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"modal\" id=\"WPB95d67ea4_1571_46b5_8077_c4dd974d884f\">\n\t\t\t\t\t<div class=\"modal-dialog modal-dialog-centered modal-lg modal-dialog-scrollable landing-page-modals\">\n\t\t\t\t\t\t<div class=\"modal-content\">\n\t\t\t\t\t\t\t<div class=\"modal-header\">\n\t\t\t\t\t\t\t\t<button type=\"button\" class=\"btn-close\" aria-label=\"close\" data-bs-dismiss=\"modal\"><\/button>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"modal-body\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"logo-wrapper\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/gb-en\/wp-content\/themes\/capgemini2025\/assets\/images\/logo.svg\"\n\t\t\t\t\t\t\t\t\t\talt=\"Get in touch\" class=\"light\" \/>\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/gb-en\/wp-content\/themes\/capgemini2025\/assets\/images\/logo-white.svg\"\n\t\t\t\t\t\t\t\t\t\talt=\"Get in touch\" class=\"dark\" \/>\n\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h4 class=\"form-title\">Get in touch<\/h4>\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t<div class=\"mf_forms__container \">\n\t\t\t\t\t\t\t\t<form id=\"mf_form_1094490_4289655168\" class=\"mf_form__form row needs-validation\" action=\"\" method=\"post\" enctype=\"multipart\/form-data\" data-nosnippet>\n\t\t\t<div class=\"col-12\">\n\t\t\t\t<div class=\"asterisk_title\">\n\t\t\t\t\t<p><span class=\"star-required\">*<\/span> Mandatory field<\/p>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t<div class=\"col-12\">\n\t\t\t\t<div class=\"mf_form__errors mf_form__errors--top\" role=\"alert\" aria-live=\"polite\">\n\t\t\t\t\t<ul class=\"mf_form__errors__list\"><\/ul>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t<input type=\"hidden\" name=\"form_id\" data-validate=\"number\" class=\"mf_form__id\" value=\"1094490\" \/>\n\t\t\t\t<input type=\"hidden\" name=\"form_title\" class=\"mf_form__title\" value=\"\" \/>\n\t\t\t\t<input type=\"hidden\" name=\"wp_rest_nonce\" class=\"mf_form__wp_rest_nonce\" value=\"21f8ff7f8d\" \/>\n\n\t\t\t\t<input type=\"hidden\" name=\"mf_form_conditional_logic\" class=\"mf_form__title conditional_logic\" value=\"\" \/>\n\t\t\t\t\n\t\t\t\t<input type=\"hidden\" name=\"mf_form_fields_country_dpo_field\" class=\"mf_form__title conditional_logic mf_form_fields_country_dpo_field\" value=\"\" \/>\n\n\t\t\t\t<!-- Anti-spam field -->\n\t\t\t\t<input type=\"text\" \n\t\t\t\t\tname=\"website_url\" \n\t\t\t\t\tclass=\"mf_field__url\" \n\t\t\t\t\tautocomplete=\"off\"\n\t\t\t\t\ttabindex=\"-1\"\n\t\t\t\t\taria-hidden=\"true\"\n\t\t\t\t\tstyle=\"position:absolute;left:-9999px;width:1px;height:1px;opacity:0;pointer-events:none;\" \n\t\t\t\t\/>\n\t\t\t<\/form>\n\n\t\t\t<div class=\"mf_form__success\" tabindex=\"0\" role=\"alert\">\n\t\t\t\t\t\t\t\t<p>Thank You! We have received your form submission.\t\t\t\t<\/p>\n\t\t\t<\/div>\n\t\t\t<div class=\"mf_form__errors\">\n\t\t\t\t<p>We are sorry, the form submission failed. Please try again.<\/p>\n\t\t\t<\/div>\n\t\t\t\t<\/div>\n\n\t\t<script>\n\t\t\twindow.MF_CONFIG1094490 = {\"1094490\":{\"errors\":[],\"redirect\":\"\"}};\n\t\t<\/script>\n\t\t\t\t\t\t\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\t\t\t<\/div>\n\t\t\n\n\t\t<div class=\"slide\">\n\t\t\t<div class=\"box\">\n\t\t\t\t<div class=\"row\">\n\t\t\t\t\t<div class=\"col-md-6 col-lg-4 box-img-wrapper\">\n\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/gb-en\/wp-content\/uploads\/sites\/5\/2026\/05\/Mark_Ruston.jpg\" alt=\"Mark Ruston\"\/>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"col-md-6 col-lg-8 box-inner\">\n\t\t\t\t\t\t<div class=\"row title-social-media-header\">\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 mbl-social-icon\">\n\t\t\t\t\t\t\t\t<ul class=\"social-nav\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t\t\t\t\t\t\t<a class=\"subnav-button--form\" href=\"javascript:void(0)\" aria-label=\"contact us\" data-bs-toggle=\"modal\" data-bs-target=\"#WPBc50f2470_16b7_45cd_936f_e59dea405525\" data-bs-expert-title=\"1\">\n\t\t\t\t\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"ico-form\"><\/i>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li><a aria-label=\"Linkedin\" target=\"_blank\" title=\"Opens in a new window\" href=\"https:\/\/www.linkedin.com\/in\/mark-ruston-1089099\/\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><\/a><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 box-container\">\n\t\t\t\t\t\t\t\t<div class=\"box-title\">\n\t\t\t\t\t\t\t\t\t<h3 class=\"people-profile-title\">Mark Ruston<\/h3>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span>VP, Global Retail Lead, Capgemini<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 social-box-container dkt-social-icon\">\n\t\t\t\t\t\t\t\t<ul class=\"social-nav\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t\t\t\t\t\t\t<a class=\"subnav-button--form\" href=\"javascript:void(0)\" aria-label=\"contact us\" data-bs-toggle=\"modal\" data-bs-target=\"#WPBc50f2470_16b7_45cd_936f_e59dea405525\" data-bs-expert-title=\"Mark Ruston\">\n\t\t\t\t\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"ico-form\"><\/i>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li><a aria-label=\"Linkedin\" target=\"_blank\" title=\"Opens in a new window\" href=\"https:\/\/www.linkedin.com\/in\/mark-ruston-1089099\/\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><\/a><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"people-info\">Mark Ruston is Capgemini\u2019s Global Retail Lead with 22+ years in consulting and transformation. He helps Tier 1 retailers and CPGs bridge strategy and execution, driving growth and measurable outcomes. With global experience and deep supply chain expertise, Mark champions AI to boost productivity and reduce waste \u2014 positioning operations as a key driver of consumer experience.<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"modal\" id=\"WPBc50f2470_16b7_45cd_936f_e59dea405525\">\n\t\t\t\t\t<div class=\"modal-dialog modal-dialog-centered modal-lg modal-dialog-scrollable landing-page-modals\">\n\t\t\t\t\t\t<div class=\"modal-content\">\n\t\t\t\t\t\t\t<div class=\"modal-header\">\n\t\t\t\t\t\t\t\t<button type=\"button\" class=\"btn-close\" aria-label=\"close\" data-bs-dismiss=\"modal\"><\/button>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"modal-body\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"logo-wrapper\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/gb-en\/wp-content\/themes\/capgemini2025\/assets\/images\/logo.svg\"\n\t\t\t\t\t\t\t\t\t\talt=\"Get in touch\" class=\"light\" \/>\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/gb-en\/wp-content\/themes\/capgemini2025\/assets\/images\/logo-white.svg\"\n\t\t\t\t\t\t\t\t\t\talt=\"Get in touch\" class=\"dark\" \/>\n\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h4 class=\"form-title\">Get in touch<\/h4>\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t<div class=\"mf_forms__container \">\n\t\t\t\t\t\t\t\t<form id=\"mf_form_1094490_2730074714\" class=\"mf_form__form row needs-validation\" action=\"\" method=\"post\" enctype=\"multipart\/form-data\" data-nosnippet>\n\t\t\t<div class=\"col-12\">\n\t\t\t\t<div class=\"asterisk_title\">\n\t\t\t\t\t<p><span class=\"star-required\">*<\/span> Mandatory field<\/p>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t<div class=\"col-12\">\n\t\t\t\t<div class=\"mf_form__errors mf_form__errors--top\" role=\"alert\" aria-live=\"polite\">\n\t\t\t\t\t<ul class=\"mf_form__errors__list\"><\/ul>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t<input type=\"hidden\" name=\"form_id\" data-validate=\"number\" class=\"mf_form__id\" value=\"1094490\" \/>\n\t\t\t\t<input type=\"hidden\" name=\"form_title\" class=\"mf_form__title\" value=\"\" \/>\n\t\t\t\t<input type=\"hidden\" name=\"wp_rest_nonce\" class=\"mf_form__wp_rest_nonce\" value=\"21f8ff7f8d\" \/>\n\n\t\t\t\t<input type=\"hidden\" name=\"mf_form_conditional_logic\" class=\"mf_form__title conditional_logic\" value=\"\" \/>\n\t\t\t\t\n\t\t\t\t<input type=\"hidden\" name=\"mf_form_fields_country_dpo_field\" class=\"mf_form__title conditional_logic mf_form_fields_country_dpo_field\" value=\"\" \/>\n\n\t\t\t\t<!-- Anti-spam field -->\n\t\t\t\t<input type=\"text\" \n\t\t\t\t\tname=\"website_url\" \n\t\t\t\t\tclass=\"mf_field__url\" \n\t\t\t\t\tautocomplete=\"off\"\n\t\t\t\t\ttabindex=\"-1\"\n\t\t\t\t\taria-hidden=\"true\"\n\t\t\t\t\tstyle=\"position:absolute;left:-9999px;width:1px;height:1px;opacity:0;pointer-events:none;\" \n\t\t\t\t\/>\n\t\t\t<\/form>\n\n\t\t\t<div class=\"mf_form__success\" tabindex=\"0\" role=\"alert\">\n\t\t\t\t\t\t\t\t<p>Thank You! We have received your form submission.\t\t\t\t<\/p>\n\t\t\t<\/div>\n\t\t\t<div class=\"mf_form__errors\">\n\t\t\t\t<p>We are sorry, the form submission failed. Please try again.<\/p>\n\t\t\t<\/div>\n\t\t\t\t<\/div>\n\n\t\t<script>\n\t\t\twindow.MF_CONFIG1094490 = {\"1094490\":{\"errors\":[],\"redirect\":\"\"}};\n\t\t<\/script>\n\t\t\t\t\t\t\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\t\t\t<\/div>\n\t\t<\/div><\/div><\/div><div class=\"slider-nav\"><button class=\"slider-prev inactive\" aria-label=\"Slider-previous\" tabindex=\"-1\"><\/button><ul class=\"slider-paginator\"><\/ul><button class=\"slider-next\" aria-label=\"Slider-next\"><\/button><\/div><\/div><\/section>\n\n\n<section class=\"section section--expert-perspectives\"><div class=\"container\"><div class=\"row\"><div class=\"content-title col-12 col-md-8\"><h2 class=\"expert-heading\">Expert Perspectives<\/h2><\/div><\/div><div class=\"expert-prospective-container\"><div class=\"row\"><div class=\"col-12 col-md-4 row-space\"><div class=\"box\"><div class=\"box-img-wrapper\"><a href=\"https:\/\/www.capgemini.com\/gb-en\/insights\/expert-perspectives\/how-ai-is-transforming-retail-customer-experience\/\" aria-label=\"How AI is transforming retail customer experience\" tabindex=\"-1\"><img decoding=\"async\" class=\"box-img\" alt=\"\" src=\"https:\/\/www.capgemini.com\/gb-en\/wp-content\/uploads\/sites\/5\/2026\/07\/Web-Banner_AI_CX.jpg?w=600&#038;quality=70\" style=\"object-position: 50% 50%; object-fit: cover;\" loading=\"lazy\" \/><\/a><\/div><div class=\"box-inner\"><div class=\"box-tag\">Customer experience, Data and AI<\/div><a class=\"content-box-title\" href=\"https:\/\/www.capgemini.com\/gb-en\/insights\/expert-perspectives\/how-ai-is-transforming-retail-customer-experience\/\" aria-label=\"How AI is transforming retail customer experience\"><h3 class=\"expert-subtitle\">How AI is transforming retail customer experience<\/h3><\/a><div class=\"box-bottom\">\n\t\t   <div class=\"box-logo\"><img decoding=\"async\" class=\"\" loading=\"lazy\" alt=\"Mark Ruston\" src=\"https:\/\/www.capgemini.com\/gb-en\/wp-content\/uploads\/sites\/5\/2026\/05\/Mark_Ruston.jpg?w=960\" \/><\/div><div class=\"date-name-info\"><div class=\"author-text\">Mark Ruston<\/div><div class=\"date-text\">Apr 16, 2026<\/div><\/div><\/div><\/div><\/div><\/div><div class=\"col-12 col-md-4 row-space\"><div class=\"box\"><div class=\"box-img-wrapper\"><a href=\"https:\/\/www.capgemini.com\/gb-en\/insights\/expert-perspectives\/agentic-commerce-is-coming-how-retailers-should-prepare-for-an-ai-driven-future\/\" aria-label=\"Agentic commerce is coming: How retailers should prepare for an AI\u2011driven future\" tabindex=\"-1\"><img decoding=\"async\" class=\"box-img\" alt=\"\" src=\"https:\/\/www.capgemini.com\/gb-en\/wp-content\/uploads\/sites\/5\/2026\/05\/Agentic_Commerce_blog_01.jpg?w=600&#038;quality=70\" style=\"object-position: 50% 50%; object-fit: cover;\" loading=\"lazy\" \/><\/a><\/div><div class=\"box-inner\"><div class=\"box-tag\">Data and AI<\/div><a class=\"content-box-title\" href=\"https:\/\/www.capgemini.com\/gb-en\/insights\/expert-perspectives\/agentic-commerce-is-coming-how-retailers-should-prepare-for-an-ai-driven-future\/\" aria-label=\"Agentic commerce is coming: How retailers should prepare for an AI\u2011driven future\"><h3 class=\"expert-subtitle\">Agentic commerce is coming: How retailers should prepare for an AI\u2011driven future<\/h3><\/a><div class=\"box-bottom\">\n\t\t   <div class=\"box-logo\"><img decoding=\"async\" class=\"\" loading=\"lazy\" alt=\"\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2025\/08\/Mark_Ruston.jpg?w=960\" \/><\/div><div class=\"date-name-info\"><div class=\"author-text\">Mark Ruston<\/div><div class=\"date-text\">Apr 23, 2026<\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/section>","protected":false},"excerpt":{"rendered":"<p>Agentic AI examples across industries reveal a common pattern that success starts with the right opportunity, not the agent itself. The strongest initiatives focus on problems that are Big enough to matter, Deep enough to create differentiated value, and Narrow enough to scale safely in production.<\/p>\n","protected":false},"author":371,"featured_media":722407,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"cg_dt_proposed_to":[],"cg_seo_hreflang_relations":"[{\"uuid\":\"1bb0c5c4-a042-490e-8595-8d669d23da26\",\"blogId\":\"5\",\"domain\":\"www.capgemini.com\",\"sitePath\":\"\/gb-en\/\",\"postLink\":\"https:\/\/www.capgemini.com\/gb-en\/insights\/expert-perspectives\/big-deep-narrow-choosing-the-agentic-opportunities-that-can-scale\/\",\"postId\":722406,\"isSaved\":false,\"isCrossLink\":false,\"hasCrossLink\":false,\"hreflang\":\"\",\"link\":\"\"},{\"uuid\":\"095ccc8f-0ee0-4710-953a-c8df7cfa7a2d\",\"blogId\":\"1\",\"domain\":\"www.capgemini.com\",\"sitePath\":\"\/\",\"postLink\":\"https:\/\/www.capgemini.com\/insights\/expert-perspectives\/big-deep-narrow-choosing-the-agentic-opportunities-that-can-scale\/\",\"postId\":1241488,\"isSaved\":true,\"isCrossLink\":false,\"hasCrossLink\":false,\"hreflang\":\"\",\"link\":\"\"}]","cg_seo_canonical_relation":"","cg_seo_hreflang_x_default_relation":"","_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"cg_dt_approved_content":true,"cg_dt_mandatory_content":false,"cg_dt_notes":"","cg_dg_source_changed":false,"cg_dt_link_disabled":false,"_yoast_wpseo_primary_brand":"30","_jetpack_memberships_contains_paid_content":false,"footnotes":"","featured_focal_points":"","jetpack_post_was_ever_published":false},"categories":[1],"tags":[],"brand":[30],"service":[354],"industry":[36,198],"partners":[],"blog-topic":[152],"content-group":[],"class_list":["post-722406","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized","brand-capgemini","service-data-ai","industry-consumer-products","industry-retail","blog-topic-data-and-ai"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.7 (Yoast SEO v27.8) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Big, deep, narrow: Choosing the agentic opportunities that can scale - Capgemini UK<\/title>\n<meta name=\"description\" content=\"Agentic AI examples across industries reveal a common pattern that success starts with the right opportunity, not the agent itself. 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