{"id":6505,"date":"2026-06-17T15:22:33","date_gmt":"2026-06-17T15:22:33","guid":{"rendered":"http:\/\/version1.thinktankdev.org.uk\/en-us\/?p=6505"},"modified":"2026-08-14T14:37:13","modified_gmt":"2026-08-14T14:37:13","slug":"finops-for-ai","status":"publish","type":"services","link":"http:\/\/version1.thinktankdev.org.uk\/en-us\/services\/software-asset-management\/gain-licensing-control-in-the-cloud\/finops-for-ai\/","title":{"rendered":"FinOps for AI"},"content":{"rendered":"\n\n<section class=\"page-banner\">\n    <div class=\"page-banner__inner\">\n        <div class=\"page-banner__background\">\n                            <img width=\"1353\" height=\"718\" src=\"http:\/\/version1.thinktankdev.org.uk\/en-us\/wp-content\/uploads\/2026\/06\/Change-management-framework-REACH-2.jpg.webp\" class=\"page-banner__image\" alt=\"A group of four people sit around a table in a modern office environment, collaborating while using laptops and documents. 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class=\"page-banner__breadcrumbs-separator-icon\">\n  <g id=\"Group_49001\" data-name=\"Group 49001\" transform=\"translate(8.684 0.325) rotate(90)\">\n    <g id=\"Group_48378\" data-name=\"Group 48378\" transform=\"translate(0 0)\">\n      <path id=\"Path_273\" data-name=\"Path 273\" d=\"M1.661,8.149l5.8-5.8,5.8,5.8a.973.973,0,1,0,1.376-1.376L8.149.285a.974.974,0,0,0-1.376,0L.285,6.773A.973.973,0,0,0,1.661,8.149\" fill=\"currentColor\" stroke=\"currentColor\" stroke-linecap=\"round\" stroke-width=\"0.5\"\/>\n    <\/g>\n  <\/g>\n<\/svg>                                        <\/span>\n                                                                                                                <a class=\"page-banner__breadcrumbs-link\" href=\"http:\/\/version1.thinktankdev.org.uk\/en-us\/services\/software-asset-management\/gain-licensing-control-in-the-cloud\/\">\n                                            Gain licensing control in the cloud                                        <\/a>\n                                                                    <\/li>\n                                                            <li class=\"page-banner__breadcrumbs-item\">\n                                                                            <span class=\"page-banner__breadcrumbs-separator\" aria-hidden=\"true\">\n                                            <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"9.009\" height=\"15.571\" viewBox=\"0 0 9.009 15.571\" fill=\"currentColor\" class=\"page-banner__breadcrumbs-separator-icon\">\n  <g id=\"Group_49001\" data-name=\"Group 49001\" transform=\"translate(8.684 0.325) rotate(90)\">\n    <g id=\"Group_48378\" data-name=\"Group 48378\" transform=\"translate(0 0)\">\n      <path id=\"Path_273\" data-name=\"Path 273\" d=\"M1.661,8.149l5.8-5.8,5.8,5.8a.973.973,0,1,0,1.376-1.376L8.149.285a.974.974,0,0,0-1.376,0L.285,6.773A.973.973,0,0,0,1.661,8.149\" fill=\"currentColor\" stroke=\"currentColor\" stroke-linecap=\"round\" stroke-width=\"0.5\"\/>\n    <\/g>\n  <\/g>\n<\/svg>                                        <\/span>\n                                                                                                                <span class=\"page-banner__breadcrumbs-current\" aria-current=\"page\">\n                                            FinOps for AI                                        <\/span>\n                                                                    <\/li>\n                                                    <\/ol>\n                    <\/nav>\n                <\/div>\n            <\/div>\n        \n        <div class=\"container-wide\">\n            <div class=\"page-banner__wrapper\">\n                                    <div class=\"page-banner__content\" data-aos=\"fade-up\" data-aos-duration=\"600\">\n                        \n                                                    <h1 class=\"page-banner__title h2\">FinOps for AI<\/h1>\n                        \n                                                    <div class=\"page-banner__description\">\n                                <div id=\"block_856e5054a35bc059e79f1a18ff9b4fb1\" class=\"hero hero--left hero--padding-default hero--has-image block--default hero--normal linear-bg right-line-overlay block--margin\">\n<div class=\"hero__content\">\n<div class=\"hero__excerpt\">\n<p><span class=\"NormalTextRun SCXW105239594 BCX0\">AI bills are arriving &#8211; the governance to manage them <\/span><span class=\"NormalTextRun SCXW105239594 BCX0\">hasn\u2019t<\/span><span class=\"NormalTextRun SCXW105239594 BCX0\">\u00a0caught up yet.<\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<div id=\"block_f492c3ea127b02d85ec9caa8c497146a\" class=\"block columns block--margin block--default\">\n<div class=\"mon-row\">\n<div class=\"columns__grid columns__grid--2\">\n<div class=\"columns__content\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n                            <\/div>\n                        \n                        \n                                                                                <div class=\"page-banner__ctas\">\n                                                                    <a href=\"http:\/\/version1.thinktankdev.org.uk\/en-us\/contact-us\/\" class=\"button button--with-icon page-banner__cta\" role=\"button\" aria-label=\"Contact us\"><span class=\"button__icon\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"9.009\" height=\"15.571\" viewBox=\"0 0 9.009 15.571\" fill=\"currentColor\">\n  <g id=\"Group_49001\" data-name=\"Group 49001\" transform=\"translate(8.684 0.325) rotate(90)\">\n    <g id=\"Group_48378\" data-name=\"Group 48378\" transform=\"translate(0 0)\">\n      <path id=\"Path_273\" data-name=\"Path 273\" d=\"M1.661,8.149l5.8-5.8,5.8,5.8a.973.973,0,1,0,1.376-1.376L8.149.285a.974.974,0,0,0-1.376,0L.285,6.773A.973.973,0,0,0,1.661,8.149\" fill=\"currentColor\" stroke=\"currentColor\" stroke-linecap=\"round\" stroke-width=\"0.5\"\/>\n    <\/g>\n  <\/g>\n<\/svg><\/span><span class=\"button__text\">Contact us<\/span><\/a>                            <\/div>\n                                            <\/div>\n\n                                                <\/div>\n        <\/div>\n    <\/div>\n<\/section>\n\n\n\n<section class=\"multi-column\">\n        <div class=\"container\">\n        <div class=\"multi-column__layout multi-column__layout--weighted multi-column__layout--cols-3\">\n                                                \n                                            <div class=\"multi-column__col multi-column__col--content\" data-aos=\"fade-up\" data-aos-delay=\"160\">\n                                                            <h2 class=\"multi-column__heading h3\">Bringing governance to AI costs<\/h2>\n                            \n                            \n                            \n                                                    <\/div>\n                                                        \n                                            <div class=\"multi-column__col multi-column__col--content\" data-aos=\"fade-up\" data-aos-delay=\"240\">\n                            \n                                                            <div class=\"multi-column__content standard-body\"><p><span data-contrast=\"auto\">AI spend is now a line item no organisation can afford to ignore. As Copilot, AI agents and large language model (LLM) tools deploy at scale, the invoices arrive before the governance does.<\/span><\/p>\n<p><span class=\"TextRun SCXW48608663 BCX0\" lang=\"EN-GB\" xml:lang=\"EN-GB\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW48608663 BCX0\">Organisations deploying AI tools are accumulating costs with no visibility into consumption, AI subscription efficiency, or business return.\u00a0<\/span><\/span><span class=\"EOP Selected SCXW48608663 BCX0\" data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<div class=\"columns__content\"><\/div>\n<\/div>\n                            \n                            \n                                                    <\/div>\n                                                        \n                                            <div class=\"multi-column__col multi-column__col--content\" data-aos=\"fade-up\" data-aos-delay=\"320\">\n                            \n                                                            <div class=\"multi-column__content standard-body\"><p><span class=\"TextRun SCXW123460654 BCX0\" lang=\"EN-GB\" xml:lang=\"EN-GB\" data-contrast=\"auto\"><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2Themed SCXW123460654 BCX0\">Token<\/span><span class=\"NormalTextRun SCXW123460654 BCX0\">\u00a0spend is routinely absorbed by experimentation with no defined outcome, no link to revenue, and no framework a CFO can translate into value. The result is unbudgeted expenditure that is difficult to justify and harder to govern.<\/span><\/span><\/p>\n<p><span data-contrast=\"auto\">Our experts in\u00a0<a href=\"http:\/\/version1.thinktankdev.org.uk\/en-us\/services\/software-asset-management\/\">Software Asset Management<\/a>\u00a0apply\u00a0proven discipline\u00a0and methodologies\u00a0to AI cost management, bringing the same rigour that controls your software estate to your AI estate.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<div id=\"block_8567b76a57a6d72ae7c8ecdc48d84e49\" class=\"block wysiwyg block--padding block--primary no-margin\">\n<div class=\"mon-row\">\n<div class=\"wysiwyg__content wysiwyg__content--12\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n                            \n                            \n                                                            <button class=\"multi-column__scroll-arrow\" type=\"button\" aria-label=\"Scroll to next section\" data-scroll-next-section>\n               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21.23875999450684 Z\" stroke=\"none\"><\/path>\n      <path d=\"M 12.91770648956299 6.073482513427734 L 5.154569625854492 19.73875999450684 L 20.68084335327148 19.73875999450684 L 12.91770648956299 6.073482513427734 M 12.91770648956299 0 L 25.83541679382324 22.73875999450684 L -3.814697265625e-06 22.73875999450684 L 12.91770648956299 0 Z\" stroke=\"none\" fill=\"#01c6c2\"><\/path>\n    <\/g>\n  <\/g>\n<\/svg>                                <\/button>\n                                                    <\/div>\n                                                        <\/div>\n    <\/div>\n<\/section>\n\n\n\n<section class=\"sidebar-grid  block-theme-light block-surface-putty\">\n        <div class=\"container-wide\">\n        <div class=\"sidebar-grid__layout\">\n                            <div class=\"sidebar-grid__intro\" data-aos=\"fade-up\">\n                                            <div class=\"sidebar-grid__intro-copy h4\">\n                            <p>FinOps for AI \u2013 optimising AI spend<\/p>\n                        <\/div>\n                    \n                                            <div class=\"sidebar-grid__description lcnm\">\n                            <p>Our FinOps for AI service helps businesses optimise cloud spending by delivering timely analytics and automated cost-saving recommendations, all powered by advanced machine learning.  <\/p>\n                        <\/div>\n                                    <\/div>\n            \n                            <div class=\"sidebar-grid__grid sidebar-grid__grid--cols-3\">\n                                                                    <article class=\"sidebar-grid__item\" data-aos=\"fade-up\" data-aos-delay=\"0\">\n                                                            <div class=\"sidebar-grid__icon\" aria-hidden=\"true\">\n                                    <img width=\"300\" height=\"300\" src=\"http:\/\/version1.thinktankdev.org.uk\/en-us\/wp-content\/uploads\/2026\/06\/Version1-Search2-POS-RGB.svg\" class=\"sidebar-grid__icon-image\" alt=\"\" loading=\"lazy\" decoding=\"async\" \/>                                <\/div>\n                            \n                                                            <h3 class=\"sidebar-grid__title h5\">Visibility and baselining<\/h3>\n                            \n                                                            <div class=\"sidebar-grid__content\"><p>A fixed-scope assessment that maps every AI tool in use, identifies which teams and agents are driving consumption, and establishes your current AI subscription tiers and cost baseline. Critically, spend is mapped against business units and use cases, creating the foundation for a value and ROI conversation rather than a cost-only view.<\/p><\/div>\n                            \n                                                                                <\/article>\n                                                                    <article class=\"sidebar-grid__item\" data-aos=\"fade-up\" data-aos-delay=\"100\">\n                                                            <div class=\"sidebar-grid__icon\" aria-hidden=\"true\">\n                                    <img width=\"300\" height=\"300\" src=\"http:\/\/version1.thinktankdev.org.uk\/en-us\/wp-content\/uploads\/2026\/06\/Version1-Cost-Money1-POS-RGB.svg\" class=\"sidebar-grid__icon-image\" alt=\"\" loading=\"lazy\" decoding=\"async\" \/>                                <\/div>\n                            \n                                                            <h3 class=\"sidebar-grid__title h5\">ROI alignment and business value mapping<\/h3>\n                            \n                                                            <div class=\"sidebar-grid__content\"><p>Bring control to AI spend with a structured governance framework. We help you manage budgets, monitor consumption, and improve vendor oversight, so every investment is aligned to business value, not open-ended experimentation, giving finance and technology leaders clearer accountability.<\/p><\/div>\n                            \n                                                                                <\/article>\n                                                                    <article class=\"sidebar-grid__item\" data-aos=\"fade-up\" data-aos-delay=\"200\">\n                                                            <div class=\"sidebar-grid__icon\" aria-hidden=\"true\">\n                                    <img width=\"300\" height=\"300\" src=\"http:\/\/version1.thinktankdev.org.uk\/en-us\/wp-content\/uploads\/2026\/06\/Version1-Computer-Apps-POS-RGB.svg\" class=\"sidebar-grid__icon-image\" alt=\"\" loading=\"lazy\" decoding=\"async\" \/>                                <\/div>\n                            \n                                                            <h3 class=\"sidebar-grid__title h5\">AI subscription and tier optimisation<\/h3>\n                            \n                                                            <div class=\"sidebar-grid__content\"><p>An analysis of whether current AI subscription decisions are commercially sound. This covers right-tiering recommendations, bulk token purchasing strategy, API gateway evaluation, and broker options, producing a prioritised optimisation plan with quantified savings.<\/p><\/div>\n                            \n                                                                                <\/article>\n                                                                    <article class=\"sidebar-grid__item\" data-aos=\"fade-up\" data-aos-delay=\"0\">\n                                                            <div class=\"sidebar-grid__icon\" aria-hidden=\"true\">\n                                    <img width=\"300\" height=\"155\" src=\"http:\/\/version1.thinktankdev.org.uk\/en-us\/wp-content\/uploads\/2026\/04\/banking.svg\" class=\"sidebar-grid__icon-image\" alt=\"\" loading=\"lazy\" decoding=\"async\" \/>                                <\/div>\n                            \n                                                            <h3 class=\"sidebar-grid__title h5\">Token optimisation<\/h3>\n                            \n                                                            <div class=\"sidebar-grid__content\"><p>Reduce AI costs without compromising performance. Our service applies FinOps principles to token usage, helping you improve model choice, prompt efficiency, caching and processing. The result is clear, prioritised actions that lower AI spend and improve cost efficiency.<\/p><\/div>\n                            \n                                                                                <\/article>\n                                                                    <article class=\"sidebar-grid__item\" data-aos=\"fade-up\" data-aos-delay=\"100\">\n                                                            <div class=\"sidebar-grid__icon\" aria-hidden=\"true\">\n                                    <img width=\"300\" height=\"278\" src=\"http:\/\/version1.thinktankdev.org.uk\/en-us\/wp-content\/uploads\/2026\/06\/menu-Version1-Work-Job-POS-RGBsuitcase.svg\" class=\"sidebar-grid__icon-image\" alt=\"\" loading=\"lazy\" decoding=\"async\" \/>                                <\/div>\n                            \n                                                            <h3 class=\"sidebar-grid__title h5\">Governance framework<\/h3>\n                            \n                                                            <div class=\"sidebar-grid__content\"><p>A structured approach to AI tool procurement and consumption management, covering budget allocation by business unit, consumption monitoring, and vendor management. Governance ensures that spend is approved against defined value criteria, not absorbed by open-ended experimentation.<\/p><\/div>\n                            \n                                                                                <\/article>\n                                                                    <article class=\"sidebar-grid__item\" data-aos=\"fade-up\" data-aos-delay=\"200\">\n                                                            <div class=\"sidebar-grid__icon\" aria-hidden=\"true\">\n                                    <img width=\"300\" height=\"300\" src=\"http:\/\/version1.thinktankdev.org.uk\/en-us\/wp-content\/uploads\/2026\/06\/Version1-Person-POS-RGB.svg\" class=\"sidebar-grid__icon-image\" alt=\"\" loading=\"lazy\" decoding=\"async\" \/>                                <\/div>\n                            \n                                                            <h3 class=\"sidebar-grid__title h5\">Ongoing managed service<\/h3>\n                            \n                                                            <div class=\"sidebar-grid__content\"><p>Continuous monthly monitoring of AI consumption as a natural extension of your existing SAM managed service, providing regular reporting against agreed cost and value targets.<\/p><\/div>\n                            \n                                                                                <\/article>\n                                    <\/div>\n                    <\/div>\n    <\/div>\n<\/section>\n\n\n\n<section class=\"cta-grid\">\n    \n    <div class=\"container-wide\">\n        <div class=\"cta-grid__layout\">\n                            <div class=\"cta-grid__intro\">\n                    \n<div class=\"section-top\" data-aos=\"fade-up\">\n    <div class=\"section-top__left\">\n        \n                                    <h2 class=\"section-top__heading h3\">FinOps for AI benefits<\/h2>\n                    \n                    <div class=\"section-top__content body-text\"><p>By adopting FinOps for AI, organisations gain a range of advantages that streamline operations, enhance visibility and drive cost savings.<\/p>\n<\/div>\n            <\/div>\n\n    <\/div>\n                <\/div>\n            \n                            <div class=\"cta-grid__grid\">\n                                                                    <div class=\"cta-grid__card\" data-aos=\"fade-up\" data-aos-delay=\"0\">\n                            \n                            <div class=\"cta-grid__body\">\n                                \n                                                                    <h3 class=\"cta-grid__title h5\">CFO-readable view of AI spend<\/h3>\n                                \n                                                                    <div class=\"cta-grid__content\"><p>AI costs are translated from token volumes and AI subscription tiers into business value terms. Finance leadership gains a clear basis for evaluating return on AI investment, challenging spend that lacks a defined outcome, and making future budget decisions with confidence.<\/p>\n<\/div>\n                                \n                                                            <\/div>\n                        <\/div>\n                                                                    <div class=\"cta-grid__card\" data-aos=\"fade-up\" data-aos-delay=\"100\">\n                            \n                            <div class=\"cta-grid__body\">\n                                \n                                                                    <h3 class=\"cta-grid__title h5\">Cost reduction, quantified<\/h3>\n                                \n                                                                    <div class=\"cta-grid__content\"><p>Right-tiering and purchasing optimisation produce measurable reductions in AI tool spend. Where gain-share is the agreed commercial model, Version 1\u2019s fee is tied directly to identified savings.<\/p>\n<\/div>\n                                \n                                                            <\/div>\n                        <\/div>\n                                                                    <div class=\"cta-grid__card\" data-aos=\"fade-up\" data-aos-delay=\"200\">\n                            \n                            <div class=\"cta-grid__body\">\n                                \n                                                                    <h3 class=\"cta-grid__title h5\">Spend directed at outcomes, not experimentation<\/h3>\n                                \n                                                                    <div class=\"cta-grid__content\"><p>Mapping consumption against business activity identifies where AI spend is generating value and where it is funding undirected experimentation. That distinction enables informed decisions about which use cases warrant continued investment.<\/p>\n<\/div>\n                                \n                                                            <\/div>\n                        <\/div>\n                                                                    <div class=\"cta-grid__card\" data-aos=\"fade-up\" data-aos-delay=\"300\">\n                            \n                            <div class=\"cta-grid__body\">\n                                \n                                                                    <h3 class=\"cta-grid__title h5\">First visibility into consumption<\/h3>\n                                \n                                                                    <div class=\"cta-grid__content\"><p>Most organisations have no clear picture of which teams, tools or agents are driving AI spend. The baseline assessment delivers that visibility for the first time.<\/p>\n<\/div>\n                                \n                                                            <\/div>\n                        <\/div>\n                                                                    <div class=\"cta-grid__card\" data-aos=\"fade-up\" data-aos-delay=\"0\">\n                            \n                            <div class=\"cta-grid__body\">\n                                \n                                                                    <h3 class=\"cta-grid__title h5\">Reduced budget and compliance risk<\/h3>\n                                \n                                                                    <div class=\"cta-grid__content\"><p>Unmanaged AI spend creates exposure across budget accountability, data governance, and vendor contractual terms. A structured service reduces all three.<\/p>\n<\/div>\n                                \n                                                            <\/div>\n                        <\/div>\n                                                                    <div class=\"cta-grid__card\" data-aos=\"fade-up\" data-aos-delay=\"100\">\n                            \n                            <div class=\"cta-grid__body\">\n                                \n                                                                    <h3 class=\"cta-grid__title h5\">The problem does not recur<\/h3>\n                                \n                                                                    <div class=\"cta-grid__content\"><p>The ongoing managed service component ensures cost control and value tracking are continuous, with anomalies identified at monitoring point rather than invoice point.<\/p>\n<\/div>\n                                \n                                                            <\/div>\n                        <\/div>\n                                    <\/div>\n                    <\/div>\n    <\/div>\n<\/section>\n\n\n\n<section class=\"accordion\">\n    \n    <div class=\"container\">\n        \n                    <div class=\"accordion__items\">\n                                                        <article class=\"accordion__item is-open\" data-accordion-item data-aos=\"fade-up\" data-aos-delay=\"0\">\n                        <h3 class=\"accordion__item-heading\">\n                            <button\n                                class=\"accordion__trigger\"\n                                type=\"button\"\n                                id=\"block_1b6520190d9b8e8a7df1ce05b1ce3e25-trigger-0\"\n                                aria-expanded=\"true\"\n                                aria-controls=\"block_1b6520190d9b8e8a7df1ce05b1ce3e25-panel-0\"\n                                data-accordion-trigger\n                                data-accordion-index=\"0\">\n                                <span class=\"accordion__title h5\">What is FinOps for AI?<\/span>\n\n                                <span class=\"accordion__icons\" aria-hidden=\"true\">\n                                    <span class=\"accordion__icon accordion__icon--plus\">\n                                        <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"38\" height=\"38\" viewBox=\"0 0 38 38\" fill=\"currentColor\" class=\"accordion__icon-svg accordion__icon-svg--plus\">\n  <g id=\"Group_49371\" data-name=\"Group 49371\" transform=\"translate(614 -320) rotate(90)\">\n    <g id=\"Group_49044\" data-name=\"Group 49044\">\n      <rect id=\"Button\" width=\"38\" height=\"38\" rx=\"19\" transform=\"translate(320 576)\" fill=\"#00c6c2\"\/>\n      <line id=\"Line_165\" data-name=\"Line 165\" y1=\"15\" transform=\"translate(339 587.5)\" fill=\"none\" stroke=\"#052730\" stroke-linecap=\"round\" stroke-width=\"3\"\/>\n      <line id=\"Line_166\" data-name=\"Line 166\" x2=\"14.5\" transform=\"translate(331.75 595)\" fill=\"none\" stroke=\"#052730\" stroke-linecap=\"round\" stroke-width=\"3\"\/>\n    <\/g>\n  <\/g>\n<\/svg>                                    <\/span>\n                                    <span class=\"accordion__icon accordion__icon--minus\">\n                                        <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"38\" height=\"38\" viewBox=\"0 0 38 38\" fill=\"currentColor\" class=\"accordion__icon-svg accordion__icon-svg--minus\">\n  <g id=\"Group_49043\" data-name=\"Group 49043\" transform=\"translate(-320 -576)\">\n    <rect id=\"Button\" width=\"38\" height=\"38\" rx=\"19\" transform=\"translate(320 576)\" fill=\"#00c6c2\"\/>\n    <line id=\"Line_164\" data-name=\"Line 164\" y1=\"15\" transform=\"translate(339 587.5)\" fill=\"none\" stroke=\"#052730\" stroke-linecap=\"round\" stroke-width=\"3\"\/>\n  <\/g>\n<\/svg>                                    <\/span>\n                                <\/span>\n                            <\/button>\n                        <\/h3>\n\n                        <div\n                            class=\"accordion__panel\"\n                            id=\"block_1b6520190d9b8e8a7df1ce05b1ce3e25-panel-0\"\n                            role=\"region\"\n                            aria-labelledby=\"block_1b6520190d9b8e8a7df1ce05b1ce3e25-trigger-0\"\n                            aria-hidden=\"false\"\n                            data-accordion-panel\n                            >\n                            <div class=\"accordion__panel-inner is-content-visible\" data-accordion-panel-inner>\n                                                                    <div class=\"accordion__wysiwyg standard-body\">\n                                        <p><span class=\"NormalTextRun SCXW163834633 BCX0\">FinOps for AI applies the same financial operations discipline used to manage cloud spend to AI tool consumption. It covers visibility into what is being spent, by whom, on which tools, and whether that spend is generating proportionate business value. The practice is\u00a0<\/span><span class=\"NormalTextRun SCXW163834633 BCX0\">emerging<\/span><span class=\"NormalTextRun SCXW163834633 BCX0\">\u00a0directly from cloud FinOps as organisations recognise that AI costs carry the same governance risks that unmanaged cloud spend did between 2015 and 2020.<\/span><\/p>\n                                    <\/div>\n                                                            <\/div>\n                        <\/div>\n                    <\/article>\n                                                        <article class=\"accordion__item\" data-accordion-item data-aos=\"fade-up\" data-aos-delay=\"80\">\n                        <h3 class=\"accordion__item-heading\">\n                            <button\n                                class=\"accordion__trigger\"\n                                type=\"button\"\n                                id=\"block_1b6520190d9b8e8a7df1ce05b1ce3e25-trigger-1\"\n                                aria-expanded=\"false\"\n                                aria-controls=\"block_1b6520190d9b8e8a7df1ce05b1ce3e25-panel-1\"\n                                data-accordion-trigger\n                                data-accordion-index=\"1\">\n                                <span class=\"accordion__title h5\">What is token optimisation?<\/span>\n\n                                <span class=\"accordion__icons\" aria-hidden=\"true\">\n                                    <span class=\"accordion__icon accordion__icon--plus\">\n                                        <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"38\" height=\"38\" viewBox=\"0 0 38 38\" fill=\"currentColor\" class=\"accordion__icon-svg accordion__icon-svg--plus\">\n  <g id=\"Group_49371\" data-name=\"Group 49371\" transform=\"translate(614 -320) rotate(90)\">\n    <g id=\"Group_49044\" data-name=\"Group 49044\">\n      <rect id=\"Button\" width=\"38\" height=\"38\" rx=\"19\" transform=\"translate(320 576)\" fill=\"#00c6c2\"\/>\n      <line id=\"Line_165\" data-name=\"Line 165\" y1=\"15\" transform=\"translate(339 587.5)\" fill=\"none\" stroke=\"#052730\" stroke-linecap=\"round\" stroke-width=\"3\"\/>\n      <line id=\"Line_166\" data-name=\"Line 166\" x2=\"14.5\" transform=\"translate(331.75 595)\" fill=\"none\" stroke=\"#052730\" stroke-linecap=\"round\" stroke-width=\"3\"\/>\n    <\/g>\n  <\/g>\n<\/svg>                                    <\/span>\n                                    <span class=\"accordion__icon accordion__icon--minus\">\n                                        <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"38\" height=\"38\" viewBox=\"0 0 38 38\" fill=\"currentColor\" class=\"accordion__icon-svg accordion__icon-svg--minus\">\n  <g id=\"Group_49043\" data-name=\"Group 49043\" transform=\"translate(-320 -576)\">\n    <rect id=\"Button\" width=\"38\" height=\"38\" rx=\"19\" transform=\"translate(320 576)\" fill=\"#00c6c2\"\/>\n    <line id=\"Line_164\" data-name=\"Line 164\" y1=\"15\" transform=\"translate(339 587.5)\" fill=\"none\" stroke=\"#052730\" stroke-linecap=\"round\" stroke-width=\"3\"\/>\n  <\/g>\n<\/svg>                                    <\/span>\n                                <\/span>\n                            <\/button>\n                        <\/h3>\n\n                        <div\n                            class=\"accordion__panel\"\n                            id=\"block_1b6520190d9b8e8a7df1ce05b1ce3e25-panel-1\"\n                            role=\"region\"\n                            aria-labelledby=\"block_1b6520190d9b8e8a7df1ce05b1ce3e25-trigger-1\"\n                            aria-hidden=\"true\"\n                            data-accordion-panel\n                            hidden>\n                            <div class=\"accordion__panel-inner\" data-accordion-panel-inner>\n                                                                    <div class=\"accordion__wysiwyg standard-body\">\n                                        <p><span class=\"NormalTextRun SCXW2684209 BCX0\">Most AI tools charge based on token consumption, the unit of input and output processed by the model. Token optimisation\u00a0<\/span><span class=\"NormalTextRun SCXW2684209 BCX0\">identifies<\/span><span class=\"NormalTextRun SCXW2684209 BCX0\">\u00a0where consumption is inefficient, whether through poor prompt design, unnecessary model complexity for a given task, redundant processing, or lack of caching. Reducing token waste lowers the unit cost of AI delivery without reducing capability or output quality.<\/span><\/p>\n                                    <\/div>\n                                                            <\/div>\n                        <\/div>\n                    <\/article>\n                                                        <article class=\"accordion__item\" data-accordion-item data-aos=\"fade-up\" data-aos-delay=\"160\">\n                        <h3 class=\"accordion__item-heading\">\n                            <button\n                                class=\"accordion__trigger\"\n                                type=\"button\"\n                                id=\"block_1b6520190d9b8e8a7df1ce05b1ce3e25-trigger-2\"\n                                aria-expanded=\"false\"\n                                aria-controls=\"block_1b6520190d9b8e8a7df1ce05b1ce3e25-panel-2\"\n                                data-accordion-trigger\n                                data-accordion-index=\"2\">\n                                <span class=\"accordion__title h5\">What is the difference between FinOps for AI and token optimisation?<\/span>\n\n                                <span class=\"accordion__icons\" aria-hidden=\"true\">\n                                    <span class=\"accordion__icon accordion__icon--plus\">\n                                        <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"38\" height=\"38\" viewBox=\"0 0 38 38\" fill=\"currentColor\" class=\"accordion__icon-svg accordion__icon-svg--plus\">\n  <g id=\"Group_49371\" data-name=\"Group 49371\" transform=\"translate(614 -320) rotate(90)\">\n    <g id=\"Group_49044\" data-name=\"Group 49044\">\n      <rect id=\"Button\" width=\"38\" height=\"38\" rx=\"19\" transform=\"translate(320 576)\" fill=\"#00c6c2\"\/>\n      <line id=\"Line_165\" data-name=\"Line 165\" y1=\"15\" transform=\"translate(339 587.5)\" fill=\"none\" stroke=\"#052730\" stroke-linecap=\"round\" stroke-width=\"3\"\/>\n      <line id=\"Line_166\" data-name=\"Line 166\" x2=\"14.5\" transform=\"translate(331.75 595)\" fill=\"none\" stroke=\"#052730\" stroke-linecap=\"round\" stroke-width=\"3\"\/>\n    <\/g>\n  <\/g>\n<\/svg>                                    <\/span>\n                                    <span class=\"accordion__icon accordion__icon--minus\">\n                                        <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"38\" height=\"38\" viewBox=\"0 0 38 38\" fill=\"currentColor\" class=\"accordion__icon-svg accordion__icon-svg--minus\">\n  <g id=\"Group_49043\" data-name=\"Group 49043\" transform=\"translate(-320 -576)\">\n    <rect id=\"Button\" width=\"38\" height=\"38\" rx=\"19\" transform=\"translate(320 576)\" fill=\"#00c6c2\"\/>\n    <line id=\"Line_164\" data-name=\"Line 164\" y1=\"15\" transform=\"translate(339 587.5)\" fill=\"none\" stroke=\"#052730\" stroke-linecap=\"round\" stroke-width=\"3\"\/>\n  <\/g>\n<\/svg>                                    <\/span>\n                                <\/span>\n                            <\/button>\n                        <\/h3>\n\n                        <div\n                            class=\"accordion__panel\"\n                            id=\"block_1b6520190d9b8e8a7df1ce05b1ce3e25-panel-2\"\n                            role=\"region\"\n                            aria-labelledby=\"block_1b6520190d9b8e8a7df1ce05b1ce3e25-trigger-2\"\n                            aria-hidden=\"true\"\n                            data-accordion-panel\n                            hidden>\n                            <div class=\"accordion__panel-inner\" data-accordion-panel-inner>\n                                                                    <div class=\"accordion__wysiwyg standard-body\">\n                                        <p><span class=\"NormalTextRun SCXW246146837 BCX0\">FinOps for AI is the broader discipline covering commercial decisions, governance, AI subscription, and value alignment. Token optimisation is a specific technical lever within that discipline, focused on reducing consumption inefficiency at the point of use. Both are needed: <\/span><span class=\"NormalTextRun SCXW246146837 BCX0\">purchasing<\/span><span class=\"NormalTextRun SCXW246146837 BCX0\">\u00a0at the right tier means little if consumption\u00a0<\/span><span class=\"NormalTextRun SCXW246146837 BCX0\">remains<\/span><span class=\"NormalTextRun SCXW246146837 BCX0\"> wasteful, and reducing token waste means little if the AI subscription model is misaligned.<\/span><\/p>\n                                    <\/div>\n                                                            <\/div>\n                        <\/div>\n                    <\/article>\n                                                        <article class=\"accordion__item\" data-accordion-item data-aos=\"fade-up\" data-aos-delay=\"0\">\n                        <h3 class=\"accordion__item-heading\">\n                            <button\n                                class=\"accordion__trigger\"\n                                type=\"button\"\n                                id=\"block_1b6520190d9b8e8a7df1ce05b1ce3e25-trigger-3\"\n                                aria-expanded=\"false\"\n                                aria-controls=\"block_1b6520190d9b8e8a7df1ce05b1ce3e25-panel-3\"\n                                data-accordion-trigger\n                                data-accordion-index=\"3\">\n                                <span class=\"accordion__title h5\">Why do I need FinOps for AI?<\/span>\n\n                                <span class=\"accordion__icons\" aria-hidden=\"true\">\n                                    <span class=\"accordion__icon accordion__icon--plus\">\n                                        <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"38\" height=\"38\" viewBox=\"0 0 38 38\" fill=\"currentColor\" class=\"accordion__icon-svg accordion__icon-svg--plus\">\n  <g id=\"Group_49371\" data-name=\"Group 49371\" transform=\"translate(614 -320) rotate(90)\">\n    <g id=\"Group_49044\" data-name=\"Group 49044\">\n      <rect id=\"Button\" width=\"38\" height=\"38\" rx=\"19\" transform=\"translate(320 576)\" fill=\"#00c6c2\"\/>\n      <line id=\"Line_165\" data-name=\"Line 165\" y1=\"15\" transform=\"translate(339 587.5)\" fill=\"none\" stroke=\"#052730\" stroke-linecap=\"round\" stroke-width=\"3\"\/>\n      <line id=\"Line_166\" data-name=\"Line 166\" x2=\"14.5\" transform=\"translate(331.75 595)\" fill=\"none\" stroke=\"#052730\" stroke-linecap=\"round\" stroke-width=\"3\"\/>\n    <\/g>\n  <\/g>\n<\/svg>                                    <\/span>\n                                    <span class=\"accordion__icon accordion__icon--minus\">\n                                        <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"38\" height=\"38\" viewBox=\"0 0 38 38\" fill=\"currentColor\" class=\"accordion__icon-svg accordion__icon-svg--minus\">\n  <g id=\"Group_49043\" data-name=\"Group 49043\" transform=\"translate(-320 -576)\">\n    <rect id=\"Button\" width=\"38\" height=\"38\" rx=\"19\" transform=\"translate(320 576)\" fill=\"#00c6c2\"\/>\n    <line id=\"Line_164\" data-name=\"Line 164\" y1=\"15\" transform=\"translate(339 587.5)\" fill=\"none\" stroke=\"#052730\" stroke-linecap=\"round\" stroke-width=\"3\"\/>\n  <\/g>\n<\/svg>                                    <\/span>\n                                <\/span>\n                            <\/button>\n                        <\/h3>\n\n                        <div\n                            class=\"accordion__panel\"\n                            id=\"block_1b6520190d9b8e8a7df1ce05b1ce3e25-panel-3\"\n                            role=\"region\"\n                            aria-labelledby=\"block_1b6520190d9b8e8a7df1ce05b1ce3e25-trigger-3\"\n                            aria-hidden=\"true\"\n                            data-accordion-panel\n                            hidden>\n                            <div class=\"accordion__panel-inner\" data-accordion-panel-inner>\n                                                                    <div class=\"accordion__wysiwyg standard-body\">\n                                        <p><span class=\"NormalTextRun SCXW216912954 BCX0\">AI spend is growing faster than the governance frameworks to manage it. Most organisations have no\u00a0<\/span><span class=\"NormalTextRun SCXW216912954 BCX0\">consolidated<\/span><span class=\"NormalTextRun SCXW216912954 BCX0\">\u00a0view of what they are spending, which business units are consuming most, or whether that spend maps to any defined return. Without a management discipline, AI costs behave the same way early cloud costs did: they accumulate, they surprise, and they are difficult to justify to finance leadership when scrutiny arrives.<\/span><\/p>\n                                    <\/div>\n                                                            <\/div>\n                        <\/div>\n                    <\/article>\n                                                        <article class=\"accordion__item\" data-accordion-item data-aos=\"fade-up\" data-aos-delay=\"80\">\n                        <h3 class=\"accordion__item-heading\">\n                            <button\n                                class=\"accordion__trigger\"\n                                type=\"button\"\n                                id=\"block_1b6520190d9b8e8a7df1ce05b1ce3e25-trigger-4\"\n                                aria-expanded=\"false\"\n                                aria-controls=\"block_1b6520190d9b8e8a7df1ce05b1ce3e25-panel-4\"\n                                data-accordion-trigger\n                                data-accordion-index=\"4\">\n                                <span class=\"accordion__title h5\">We are still in early-stage AI adoption. Is this relevant to us?<\/span>\n\n                                <span class=\"accordion__icons\" aria-hidden=\"true\">\n                                    <span class=\"accordion__icon accordion__icon--plus\">\n                                        <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"38\" height=\"38\" viewBox=\"0 0 38 38\" fill=\"currentColor\" class=\"accordion__icon-svg accordion__icon-svg--plus\">\n  <g id=\"Group_49371\" data-name=\"Group 49371\" transform=\"translate(614 -320) rotate(90)\">\n    <g id=\"Group_49044\" data-name=\"Group 49044\">\n      <rect id=\"Button\" width=\"38\" height=\"38\" rx=\"19\" transform=\"translate(320 576)\" fill=\"#00c6c2\"\/>\n      <line id=\"Line_165\" data-name=\"Line 165\" y1=\"15\" transform=\"translate(339 587.5)\" fill=\"none\" stroke=\"#052730\" stroke-linecap=\"round\" stroke-width=\"3\"\/>\n      <line id=\"Line_166\" data-name=\"Line 166\" x2=\"14.5\" transform=\"translate(331.75 595)\" fill=\"none\" stroke=\"#052730\" stroke-linecap=\"round\" stroke-width=\"3\"\/>\n    <\/g>\n  <\/g>\n<\/svg>                                    <\/span>\n                                    <span class=\"accordion__icon accordion__icon--minus\">\n                                        <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"38\" height=\"38\" viewBox=\"0 0 38 38\" fill=\"currentColor\" class=\"accordion__icon-svg accordion__icon-svg--minus\">\n  <g id=\"Group_49043\" data-name=\"Group 49043\" transform=\"translate(-320 -576)\">\n    <rect id=\"Button\" width=\"38\" height=\"38\" rx=\"19\" transform=\"translate(320 576)\" fill=\"#00c6c2\"\/>\n    <line id=\"Line_164\" data-name=\"Line 164\" y1=\"15\" transform=\"translate(339 587.5)\" fill=\"none\" stroke=\"#052730\" stroke-linecap=\"round\" stroke-width=\"3\"\/>\n  <\/g>\n<\/svg>                                    <\/span>\n                                <\/span>\n                            <\/button>\n                        <\/h3>\n\n                        <div\n                            class=\"accordion__panel\"\n                            id=\"block_1b6520190d9b8e8a7df1ce05b1ce3e25-panel-4\"\n                            role=\"region\"\n                            aria-labelledby=\"block_1b6520190d9b8e8a7df1ce05b1ce3e25-trigger-4\"\n                            aria-hidden=\"true\"\n                            data-accordion-panel\n                            hidden>\n                            <div class=\"accordion__panel-inner\" data-accordion-panel-inner>\n                                                                    <div class=\"accordion__wysiwyg standard-body\">\n                                        <p><span class=\"NormalTextRun SCXW260170517 BCX0\">Early-stage adoption is precisely when governance frameworks are easiest to\u00a0<\/span><span class=\"NormalTextRun SCXW260170517 BCX0\">establish<\/span><span class=\"NormalTextRun SCXW260170517 BCX0\">. Retrofitting cost management discipline onto a mature, distributed AI estate is significantly harder than building it from the outset. Organisations that govern AI spend from the start avoid the bill shock and remediation costs that early cloud adopters experienced.<\/span><\/p>\n                                    <\/div>\n                                                            <\/div>\n                        <\/div>\n                    <\/article>\n                                                        <article class=\"accordion__item\" data-accordion-item data-aos=\"fade-up\" data-aos-delay=\"160\">\n                        <h3 class=\"accordion__item-heading\">\n                            <button\n                                class=\"accordion__trigger\"\n                                type=\"button\"\n                                id=\"block_1b6520190d9b8e8a7df1ce05b1ce3e25-trigger-5\"\n                                aria-expanded=\"false\"\n                                aria-controls=\"block_1b6520190d9b8e8a7df1ce05b1ce3e25-panel-5\"\n                                data-accordion-trigger\n                                data-accordion-index=\"5\">\n                                <span class=\"accordion__title h5\">How is this different from what our AI vendors already provide?<\/span>\n\n                                <span class=\"accordion__icons\" aria-hidden=\"true\">\n                                    <span class=\"accordion__icon accordion__icon--plus\">\n                                        <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"38\" height=\"38\" viewBox=\"0 0 38 38\" fill=\"currentColor\" class=\"accordion__icon-svg accordion__icon-svg--plus\">\n  <g id=\"Group_49371\" data-name=\"Group 49371\" transform=\"translate(614 -320) rotate(90)\">\n    <g id=\"Group_49044\" data-name=\"Group 49044\">\n      <rect id=\"Button\" width=\"38\" height=\"38\" rx=\"19\" transform=\"translate(320 576)\" fill=\"#00c6c2\"\/>\n      <line id=\"Line_165\" data-name=\"Line 165\" y1=\"15\" transform=\"translate(339 587.5)\" fill=\"none\" stroke=\"#052730\" stroke-linecap=\"round\" stroke-width=\"3\"\/>\n      <line id=\"Line_166\" data-name=\"Line 166\" x2=\"14.5\" transform=\"translate(331.75 595)\" fill=\"none\" stroke=\"#052730\" stroke-linecap=\"round\" stroke-width=\"3\"\/>\n    <\/g>\n  <\/g>\n<\/svg>                                    <\/span>\n                                    <span class=\"accordion__icon accordion__icon--minus\">\n                                        <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"38\" height=\"38\" viewBox=\"0 0 38 38\" fill=\"currentColor\" class=\"accordion__icon-svg accordion__icon-svg--minus\">\n  <g id=\"Group_49043\" data-name=\"Group 49043\" transform=\"translate(-320 -576)\">\n    <rect id=\"Button\" width=\"38\" height=\"38\" rx=\"19\" transform=\"translate(320 576)\" fill=\"#00c6c2\"\/>\n    <line id=\"Line_164\" data-name=\"Line 164\" y1=\"15\" transform=\"translate(339 587.5)\" fill=\"none\" stroke=\"#052730\" stroke-linecap=\"round\" stroke-width=\"3\"\/>\n  <\/g>\n<\/svg>                                    <\/span>\n                                <\/span>\n                            <\/button>\n                        <\/h3>\n\n                        <div\n                            class=\"accordion__panel\"\n                            id=\"block_1b6520190d9b8e8a7df1ce05b1ce3e25-panel-5\"\n                            role=\"region\"\n                            aria-labelledby=\"block_1b6520190d9b8e8a7df1ce05b1ce3e25-trigger-5\"\n                            aria-hidden=\"true\"\n                            data-accordion-panel\n                            hidden>\n                            <div class=\"accordion__panel-inner\" data-accordion-panel-inner>\n                                                                    <div class=\"accordion__wysiwyg standard-body\">\n                                        <p><span class=\"NormalTextRun SCXW74361093 BCX0\">Vendor portals provide consumption data for their own tools in isolation. They do not\u00a0<\/span><span class=\"NormalTextRun SCXW74361093 BCX0\">consolidate<\/span><span class=\"NormalTextRun SCXW74361093 BCX0\"> spend across multiple AI tools, map consumption to business outcomes, assess whether AI subscription tiers are commercially <\/span><span class=\"NormalTextRun SCXW74361093 BCX0\">optimal<\/span><span class=\"NormalTextRun SCXW74361093 BCX0\">, or provide independent recommendations.\u00a0<\/span><span class=\"NormalTextRun SCXW74361093 BCX0\">We<\/span><span class=\"NormalTextRun SCXW74361093 BCX0\">\u00a0<\/span><span class=\"NormalTextRun SCXW74361093 BCX0\">operate<\/span><span class=\"NormalTextRun SCXW74361093 BCX0\"> vendor-agnostically, with the commercial and AI subscription <\/span><span class=\"NormalTextRun SCXW74361093 BCX0\">expertise<\/span><span class=\"NormalTextRun SCXW74361093 BCX0\">\u00a0to challenge vendor pricing and terms.<\/span><\/p>\n                                    <\/div>\n                                                            <\/div>\n                        <\/div>\n                    <\/article>\n                                                        <article class=\"accordion__item\" data-accordion-item data-aos=\"fade-up\" data-aos-delay=\"0\">\n                        <h3 class=\"accordion__item-heading\">\n                            <button\n                                class=\"accordion__trigger\"\n                                type=\"button\"\n                                id=\"block_1b6520190d9b8e8a7df1ce05b1ce3e25-trigger-6\"\n                                aria-expanded=\"false\"\n                                aria-controls=\"block_1b6520190d9b8e8a7df1ce05b1ce3e25-panel-6\"\n                                data-accordion-trigger\n                                data-accordion-index=\"6\">\n                                <span class=\"accordion__title h5\">Who owns this problem in our organisation?<\/span>\n\n                                <span class=\"accordion__icons\" aria-hidden=\"true\">\n                                    <span class=\"accordion__icon accordion__icon--plus\">\n                                        <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"38\" height=\"38\" viewBox=\"0 0 38 38\" fill=\"currentColor\" class=\"accordion__icon-svg accordion__icon-svg--plus\">\n  <g id=\"Group_49371\" data-name=\"Group 49371\" transform=\"translate(614 -320) rotate(90)\">\n    <g id=\"Group_49044\" data-name=\"Group 49044\">\n      <rect id=\"Button\" width=\"38\" height=\"38\" rx=\"19\" transform=\"translate(320 576)\" fill=\"#00c6c2\"\/>\n      <line id=\"Line_165\" data-name=\"Line 165\" y1=\"15\" transform=\"translate(339 587.5)\" fill=\"none\" stroke=\"#052730\" stroke-linecap=\"round\" stroke-width=\"3\"\/>\n      <line id=\"Line_166\" data-name=\"Line 166\" x2=\"14.5\" transform=\"translate(331.75 595)\" fill=\"none\" stroke=\"#052730\" stroke-linecap=\"round\" stroke-width=\"3\"\/>\n    <\/g>\n  <\/g>\n<\/svg>                                    <\/span>\n                                    <span class=\"accordion__icon accordion__icon--minus\">\n                                        <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"38\" height=\"38\" viewBox=\"0 0 38 38\" fill=\"currentColor\" class=\"accordion__icon-svg accordion__icon-svg--minus\">\n  <g id=\"Group_49043\" data-name=\"Group 49043\" transform=\"translate(-320 -576)\">\n    <rect id=\"Button\" width=\"38\" height=\"38\" rx=\"19\" transform=\"translate(320 576)\" fill=\"#00c6c2\"\/>\n    <line id=\"Line_164\" data-name=\"Line 164\" y1=\"15\" transform=\"translate(339 587.5)\" fill=\"none\" stroke=\"#052730\" stroke-linecap=\"round\" stroke-width=\"3\"\/>\n  <\/g>\n<\/svg>                                    <\/span>\n                                <\/span>\n                            <\/button>\n                        <\/h3>\n\n                        <div\n                            class=\"accordion__panel\"\n                            id=\"block_1b6520190d9b8e8a7df1ce05b1ce3e25-panel-6\"\n                            role=\"region\"\n                            aria-labelledby=\"block_1b6520190d9b8e8a7df1ce05b1ce3e25-trigger-6\"\n                            aria-hidden=\"true\"\n                            data-accordion-panel\n                            hidden>\n                            <div class=\"accordion__panel-inner\" data-accordion-panel-inner>\n                                                                    <div class=\"accordion__wysiwyg standard-body\">\n                                        <p><span class=\"NormalTextRun SCXW24522214 BCX0\">In practice, it sits between IT and Finance. The IT Director or CTO typically controls tooling and vendor relationships; the CFO carries the budget exposure when AI costs exceed forecast. <\/span><span class=\"NormalTextRun SCXW24522214 BCX0\">Our\u00a0<\/span><span class=\"NormalTextRun SCXW24522214 BCX0\">service is designed to give both functions a common view of spend, value, and risk, removing the gap that currently exists between the two.<\/span><\/p>\n                                    <\/div>\n                                                            <\/div>\n                        <\/div>\n                    <\/article>\n                            <\/div>\n            <\/div>\n<\/section>\n\n\n\n<section class=\"quote-carousel  block-theme-light block-surface-white\">\n        <div class=\"container\">\n        <div class=\"quote-carousel__inner\">\n            <div class=\"quote-carousel__icon quote-carousel__icon--open\" aria-hidden=\"true\" data-aos=\"fade-down\">\n                <svg 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            <div class=\"swiper-wrapper\">\n                                                    <div class=\"swiper-slide quote-carousel__slide\">\n                                <figure class=\"quote-carousel__figure\">\n                                    <blockquote class=\"quote-carousel__quote\">\n                                        <p class=\"quote-carousel__quote-text h5\">Version 1 manages AI tool consumption internally across its own organisation. The findings informed how this service was designed. We can do the same for yours.<\/p>\n                                    <\/blockquote>\n\n                                                                            <figcaption class=\"quote-carousel__attribution body-text\">\n                                                                                            <span class=\"quote-carousel__author\">Version 1 SAM team<\/span>\n                                            \n                                            \n                                                                                    <\/figcaption>\n                                                                    <\/figure>\n                            <\/div>\n                                            <\/div>\n                <\/div>\n\n                                    <\/div>\n    <\/div>\n<\/section>\n","protected":false},"excerpt":{"rendered":"","protected":false},"featured_media":0,"parent":5050,"menu_order":0,"template":"","class_list":["post-6505","services","type-services","status-publish","hentry"],"acf":[],"translations":[{"blog_id":1,"post_id":6505,"name":"Europe","code":"EN-GB","hreflang":"en-gb","url":"http:\/\/version1.thinktankdev.org.uk\/services\/software-asset-management\/gain-licensing-control-in-the-cloud\/finops-for-ai\/","is_current":false},{"blog_id":13,"post_id":6505,"name":"Americas","code":"EN-US","hreflang":"en-us","url":"http:\/\/version1.thinktankdev.org.uk\/en-us\/services\/software-asset-management\/gain-licensing-control-in-the-cloud\/finops-for-ai\/","is_current":true}],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>FinOps for AI | Version 1 (US)<\/title>\n<meta name=\"description\" content=\"Version 1&#039;s FinOps for AI delivers token 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