{"id":6457,"date":"2026-06-17T13:57:47","date_gmt":"2026-06-17T13:57:47","guid":{"rendered":"https:\/\/www.version1.com\/en-us\/?p=6457"},"modified":"2026-08-14T09:15:06","modified_gmt":"2026-08-14T09:15:06","slug":"modelops","status":"publish","type":"services","link":"https:\/\/www.version1.com\/en-us\/services\/aspire-managed-services\/data-ai-managed-services\/modelops\/","title":{"rendered":"ModelOps"},"content":{"rendered":"\n\n<section class=\"page-banner\">\n    <div class=\"page-banner__inner\">\n        <div class=\"page-banner__background\">\n                            <img width=\"2200\" height=\"1152\" src=\"https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2024\/10\/MSFT-awards-thumb-2-2200x1152.png.webp\" class=\"page-banner__image\" alt=\"people working and discussing in a meeting\" fetchpriority=\"high\" loading=\"eager\" decoding=\"async\" sizes=\"(max-width: 991px) 100vw, 75vw\" 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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                                            ModelOps                                        <\/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\">ASPIRE ModelOps for AI<\/h1>\n                        \n                                                    <div class=\"page-banner__description\">\n                                <div id=\"block_0ceda29f5763f6cda98f981772c67c82\" class=\"hero hero--left hero--padding-default hero--has-image block--white hero--normal linear-bg right-line-overlay block--margin\">\n<div class=\"hero__content\">\n<div class=\"hero__excerpt\">\n<p>Maximise the value of your AI services.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<div id=\"block_5411eadc2acb44ad61a6c01da7329f89\" class=\"block wysiwyg block--default block--margin\">\n<div class=\"mon-row\">\n<div class=\"wysiwyg__content wysiwyg__content--12\"><\/div>\n<\/div>\n<\/div>\n                            <\/div>\n                        \n                        \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--equal multi-column__layout--cols-2\">\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\">Driving business value through ASPIRE ModelOps<\/h2>\n                            \n                                                            <div class=\"multi-column__content standard-body\"><div class=\"columns__content\">\n<p>&nbsp;<\/p>\n<\/div>\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=\"240\">\n                            \n                                                            <div class=\"multi-column__content standard-body\"><div id=\"block_e695188838a061c274e32e7b04d7d29f\" 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\">\n<p>Model Operations (ModelOps) is a standardised service that provides a structured approach to managing AI models, ensuring that they are always performing as expected, secure from potential threats, and capable of adapting to new business needs.<\/p>\n<p>By adopting and automating ModelOps, organisations can achieve successful, full-scale AI deployments.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div id=\"block_d20d26e218108b9090c998dc49b66404\" 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\" 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23.25812149047852 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\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>Harness the full power of AI with Model Operations<\/p>\n                        <\/div>\n                    \n                                            <div class=\"sidebar-grid__description lcnm\">\n                            <p>Artificial Intelligence (AI) has become an essential driver of business transformation. However, many organisations hit blockers in the adoption of AI.\u00a0 Some of the most common problems we see are:<\/p>\n                        <\/div>\n                                    <\/div>\n            \n                            <div class=\"sidebar-grid__grid sidebar-grid__grid--cols-4\">\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=\"https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/06\/Version1-Computer-Loading-POS-RGB.svg\" class=\"sidebar-grid__icon-image\" alt=\"\" loading=\"lazy\" decoding=\"async\" \/>                                <\/div>\n                            \n                                                            <h3 class=\"sidebar-grid__title h5\">Models stuck in pilot<\/h3>\n                            \n                                                            <div class=\"sidebar-grid__content\"><p>Great prototypes fail to deliver business value when they cannot be deployed at scale or be fully supported end to end.<\/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=\"https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/06\/Version1-Transition-POS-RGB-1.svg\" class=\"sidebar-grid__icon-image\" alt=\"\" loading=\"lazy\" decoding=\"async\" \/>                                <\/div>\n                            \n                                                            <h3 class=\"sidebar-grid__title h5\">Drift and degradation<\/h3>\n                            \n                                                            <div class=\"sidebar-grid__content\"><p>Once deployed, models can become inaccurate due to shifting data or environments.<\/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=\"https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/06\/Version1-ASPIRE-POS-RGB.svg\" class=\"sidebar-grid__icon-image\" alt=\"\" loading=\"lazy\" decoding=\"async\" \/>                                <\/div>\n                            \n                                                            <h3 class=\"sidebar-grid__title h5\">Lack of governance<\/h3>\n                            \n                                                            <div class=\"sidebar-grid__content\"><p>Regulatory, ethical, and business risks increase when models operate without visibility or control.<\/p><\/div>\n                            \n                                                                                <\/article>\n                                                                    <article class=\"sidebar-grid__item\" data-aos=\"fade-up\" data-aos-delay=\"300\">\n                                                            <div class=\"sidebar-grid__icon\" aria-hidden=\"true\">\n                                    <img width=\"300\" height=\"300\" src=\"https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/06\/Version1-Load-Browser-POS-RGB.svg\" class=\"sidebar-grid__icon-image\" alt=\"\" loading=\"lazy\" decoding=\"async\" \/>                                <\/div>\n                            \n                                                            <h3 class=\"sidebar-grid__title h5\">Inefficient handovers<\/h3>\n                            \n                                                            <div class=\"sidebar-grid__content\"><p>Disconnected teams (data science, IT, ops) slow delivery and increased costs.<\/p><\/div>\n                            \n                                                                                <\/article>\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>Maximise the value of your AI services<\/p>\n                        <\/div>\n                    \n                                            <div class=\"sidebar-grid__description lcnm\">\n                            <p>Our ASPIRE ModelOps service provides the people, process, and tools needed to implement a highly efficient AI delivery model. Whether you prefer an in-house approach, a hybrid model, or a fully outsourced service, we have the expertise to drive your AI success.<\/p>\n<p>We can help you operationalise your AI services.<\/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=\"https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/06\/Version1-Group-People-POS-RGB.svg\" class=\"sidebar-grid__icon-image\" alt=\"\" loading=\"lazy\" decoding=\"async\" \/>                                <\/div>\n                            \n                                                            <h3 class=\"sidebar-grid__title h5\">Governance<\/h3>\n                            \n                                                            <div class=\"sidebar-grid__content\"><p>ModelOps introduces transparency by tracking:<br \/>\n\u2022 Model decisions and outputs<br \/>\n\u2022 Regulatory compliance<br \/>\n\u2022 Ethical and risk alignment<br \/>\n\u2022 Business value against defined KPIs<\/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=\"https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/06\/Version1-Process-Complete-POS-RGB.svg\" class=\"sidebar-grid__icon-image\" alt=\"\" loading=\"lazy\" decoding=\"async\" \/>                                <\/div>\n                            \n                                                            <h3 class=\"sidebar-grid__title h5\">Accelerate deployment<\/h3>\n                            \n                                                            <div class=\"sidebar-grid__content\"><p>Moving models from data science to production is often manual and fragmented. ModelOps enables:<br \/>\n\u2022 Automated deployment pipelines<br \/>\n\u2022 Faster time to value<br \/>\n\u2022 Better collaboration between data, IT, and business teams<\/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=\"https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/06\/Version1-Data-Loading-POS-RGB-1.svg\" class=\"sidebar-grid__icon-image\" alt=\"\" loading=\"lazy\" decoding=\"async\" \/>                                <\/div>\n                            \n                                                            <h3 class=\"sidebar-grid__title h5\">Sustainable results<\/h3>\n                            \n                                                            <div class=\"sidebar-grid__content\"><p>Over time, models lose accuracy due to changes in data or business context. ModelOps ensures:<br \/>\n\u2022 Continuous monitoring for drift or bias<br \/>\n\u2022 Timely retraining or replacement<br \/>\n\u2022 Sustained model accuracy and relevance<\/p><\/div>\n                            \n                                                                                <\/article>\n                                    <\/div>\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 viewBox=\"30.291544000000005 1.1759884057971013 52.78 45.565217391304344\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"max-height: 500px\" width=\"52.78\" height=\"45.565217391304344\" fill=\"currentColor\" 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class=\"quote-carousel__quote\">\n                                        <p class=\"quote-carousel__quote-text h5\">Bottom line: ModelOps transforms AI from an isolated effort into a scalable, governed, and high-performing business capability.<\/p>\n                                    <\/blockquote>\n\n                                                                            <figcaption class=\"quote-carousel__attribution body-text\">\n                                                                                            <span class=\"quote-carousel__author\">Version 1<\/span>\n                                            \n                                            \n                                                                                    <\/figcaption>\n                                                                    <\/figure>\n                            <\/div>\n                                            <\/div>\n                <\/div>\n\n                                    <\/div>\n    <\/div>\n<\/section>\n\n\n\n\n<section class=\"image-text  block-theme-light block-surface-putty\">\n    \n    <div class=\"container-wide\">\n        <div class=\"image-text__layout\">\n            <div class=\"image-text__media\" data-aos=\"fade-up\">\n                <div class=\"image-text__media-inner\">\n                                            <div class=\"image-text__media-item\">\n                            <img width=\"440\" height=\"230\" src=\"https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/07\/Education-page-hero-440x230-1.png.webp\" class=\"image-text__image\" alt=\"Education page hero\" loading=\"lazy\" decoding=\"async\" sizes=\"(max-width: 991px) 100vw, 48vw\" srcset=\"https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/07\/Education-page-hero-440x230-1.png.webp 440w, https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/07\/Education-page-hero-440x230-1-300x157.png.webp 300w\" \/>                        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srcset=\"https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2024\/08\/ASPIRE-website-1024x1024.png.webp 1024w, https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2024\/08\/ASPIRE-website-300x300.png.webp 300w, https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2024\/08\/ASPIRE-website-150x150.png.webp 150w, https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2024\/08\/ASPIRE-website-768x768.png.webp 768w, https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2024\/08\/ASPIRE-website.png.webp 1080w\" \/>                                                            <\/div>\n                                                                                <div\n                                class=\"image-accordion__media-item\"\n                                data-image-accordion-media=\"1\"\n                                aria-hidden=\"true\">\n                                                                    <img width=\"1024\" height=\"683\" 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They are pressing a virtual button that displays an icon of a brain within a circle, with the word AI in it. The background features digital binary code and circuit lines, suggesting advanced technology or computing concepts. There are glowing dots connected by lines that create a network pattern around the person\u2019s hand and the holographic display, enhancing the high-tech atmosphere of the image.\" fetchpriority=\"low\" loading=\"lazy\" decoding=\"async\" sizes=\"(max-width: 991px) 100vw, 48vw\" srcset=\"https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2024\/05\/business-evolution-with-ai-interaction-scaled-1-1024x683.jpg.webp 1024w, https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2024\/05\/business-evolution-with-ai-interaction-scaled-1-300x200.jpg.webp 300w, https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2024\/05\/business-evolution-with-ai-interaction-scaled-1-768x512.jpg.webp 768w, https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2024\/05\/business-evolution-with-ai-interaction-scaled-1-1536x1024.jpg.webp 1536w, https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2024\/05\/business-evolution-with-ai-interaction-scaled-1-2048x1366.jpg.webp 2048w\" \/>              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class=\"image-accordion__content\">\n                                    <h2 class=\"image-accordion__pretitle pre-headline\">ModelOps<\/h2>\n                \n                                    <h3 class=\"image-accordion__heading h3\">Complementary services<\/h3>\n                \n                                    <div class=\"image-accordion__items\" data-image-accordion>\n                                                                                <article class=\"image-accordion__item is-active\" data-image-accordion-item>\n                                <h3 class=\"image-accordion__item-heading\">\n                                    <button\n                                        class=\"image-accordion__trigger\"\n                                        type=\"button\"\n                                        id=\"block_2385c7e2c64ad20b347a8a0cd847f0be-trigger-0\"\n                                        aria-expanded=\"true\"\n                                        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stroke-width=\"0.5\"\/>\n    <\/g>\n  <\/g>\n<\/svg>                                        <\/span>\n                                        <span class=\"image-accordion__trigger-label h5\">ASPIRE managed services<\/span>\n                                    <\/button>\n                                <\/h3>\n\n                                <div\n                                    class=\"image-accordion__panel is-open\"\n                                    id=\"block_2385c7e2c64ad20b347a8a0cd847f0be-panel-0\"\n                                    role=\"region\"\n                                    aria-labelledby=\"block_2385c7e2c64ad20b347a8a0cd847f0be-trigger-0\"\n                                    data-image-accordion-panel\n                                    >\n                                    <div class=\"image-accordion__panel-inner\">\n                                                                                    <div class=\"image-accordion__description standard-body\">\n                                                <p>Through our comprehensive range of managed service offerings, we take ownership of the tasks that distract you from what really matters; driving your business objectives and strategic initiatives.<\/p>\n                                            <\/div>\n                                        \n                                                                                                                                    <a href=\"https:\/\/www.version1.com\/en-us\/blog\/aspire-managed-services\/\" class=\"link image-accordion__cta\" aria-label=\"Learn more about ASPIRE managed services\"><span class=\"link__text\">Learn more<span class=\"sr-only\"> about ASPIRE managed services<\/span><\/span><span class=\"link__icon\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"30\" height=\"30\" viewBox=\"0 0 30 30\" fill=\"currentColor\">\n  <g id=\"Group_48379\" data-name=\"Group 48379\" transform=\"translate(0.229)\">\n    <rect id=\"Rectangle_25737\" data-name=\"Rectangle 25737\" width=\"30\" height=\"30\" rx=\"5\" transform=\"translate(-0.229)\" fill=\"#00c6c2\"\/>\n    <g id=\"Group_48377\" data-name=\"Group 48377\" transform=\"translate(19.511 8.343) 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=\"M1.489,7.3l5.2-5.2,5.2,5.2a.872.872,0,1,0,1.234-1.234L7.3.255a.873.873,0,0,0-1.234,0L.255,6.071A.872.872,0,0,0,1.489,7.3\" fill=\"#052831\" stroke=\"#052832\" stroke-linecap=\"round\" stroke-width=\"0.5\"\/>\n      <\/g>\n    <\/g>\n  <\/g>\n<\/svg><\/span><\/a>                                                                                                                        <\/div>\n                                <\/div>\n                            <\/article>\n                                                                                <article class=\"image-accordion__item\" data-image-accordion-item>\n                                <h3 class=\"image-accordion__item-heading\">\n                                    <button\n                                        class=\"image-accordion__trigger\"\n                                        type=\"button\"\n                                        id=\"block_2385c7e2c64ad20b347a8a0cd847f0be-trigger-1\"\n                                        aria-expanded=\"false\"\n                                        aria-controls=\"block_2385c7e2c64ad20b347a8a0cd847f0be-panel-1\"\n                                        data-image-accordion-trigger\n                                        data-image-accordion-index=\"1\">\n                                        <span class=\"image-accordion__trigger-icon\" 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=\"image-accordion__trigger-icon-svg\">\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=\"image-accordion__trigger-label h5\">AI strategy and implementation<\/span>\n                                    <\/button>\n                                <\/h3>\n\n                                <div\n                                    class=\"image-accordion__panel\"\n                                    id=\"block_2385c7e2c64ad20b347a8a0cd847f0be-panel-1\"\n                                    role=\"region\"\n                                    aria-labelledby=\"block_2385c7e2c64ad20b347a8a0cd847f0be-trigger-1\"\n                                    data-image-accordion-panel\n                                    hidden>\n                                    <div class=\"image-accordion__panel-inner\">\n                                                                                    <div class=\"image-accordion__description standard-body\">\n                                                <p>Turn AI ambition into production AI that delivers measurable value. We help you shape the right AI strategy, build the right solutions, drive adoption and keep governance, security and compliance under control from the start.<\/p>\n                                            <\/div>\n                                        \n                                                                                                                                    <a href=\"https:\/\/www.version1.com\/en-us\/services\/ai-strategy-and-implementation\/\" class=\"link image-accordion__cta\" aria-label=\"Learn more about AI strategy and implementation\"><span class=\"link__text\">Learn more<span class=\"sr-only\"> about AI strategy and implementation<\/span><\/span><span class=\"link__icon\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"30\" height=\"30\" viewBox=\"0 0 30 30\" fill=\"currentColor\">\n  <g id=\"Group_48379\" data-name=\"Group 48379\" transform=\"translate(0.229)\">\n    <rect id=\"Rectangle_25737\" data-name=\"Rectangle 25737\" width=\"30\" height=\"30\" rx=\"5\" transform=\"translate(-0.229)\" fill=\"#00c6c2\"\/>\n    <g id=\"Group_48377\" data-name=\"Group 48377\" transform=\"translate(19.511 8.343) 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=\"M1.489,7.3l5.2-5.2,5.2,5.2a.872.872,0,1,0,1.234-1.234L7.3.255a.873.873,0,0,0-1.234,0L.255,6.071A.872.872,0,0,0,1.489,7.3\" fill=\"#052831\" stroke=\"#052832\" stroke-linecap=\"round\" stroke-width=\"0.5\"\/>\n      <\/g>\n    <\/g>\n  <\/g>\n<\/svg><\/span><\/a>                                                                                                                        <\/div>\n                                <\/div>\n                            <\/article>\n                                            <\/div>\n                            <\/div>\n        <\/div>\n    <\/div>\n<\/section>\n\n\n\n<section class=\"card-carousel\" >\n        <div class=\"container-wide\">\n        <div class=\"card-carousel__layout\">\n            <div class=\"card-carousel__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\">Related insights<\/h2>\n                    \n            <\/div>\n\n    <\/div>\n            <\/div>\n\n            <div class=\"card-carousel__rail\">\n                                    <div class=\"swiper card-carousel__swiper\">\n                        <div class=\"swiper-wrapper\">\n                                                                                            <div class=\"swiper-slide card-carousel__slide\">\n                                    <article class=\"card-carousel__item\">\n                                        <a class=\"card-carousel__card\" href=\"https:\/\/www.version1.com\/en-us\/blog\/oracle-fusion-claw-autonomous-decision-making-for-enterprise-operations\/\" data-aos=\"fade-up\" data-aos-delay=\"200\">\n                                                                                            <div class=\"card-carousel__badge small-body\">Blog<\/div>\n                                            \n                                                                                            <div class=\"card-carousel__body\">\n                                                                                                            <p class=\"card-carousel__date small-body\">12 October, 2026<\/p>\n                                                    \n                                                                                                            <h3 class=\"card-carousel__card-title pre-headline\">Oracle Fusion Claw: Autonomous decision-making for enterprise operations<\/h3>\n                                                                                                    <\/div>\n                                            \n                                            <div class=\"card-carousel__card__image\"><img decoding=\"async\" width=\"1000\" height=\"481\" src=\"https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/10\/Envato-business-team-develops-application-on-multiple-com-2026-09-22-11-35-26.png.webp\" class=\"attachment-large size-large\" alt=\"Oracle Fusion Claw autonomous decision-making platform displayed on multiple monitors, showing enterprise workflow automation, process orchestration and system integrations in a modern business operations environment.\" srcset=\"https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/10\/Envato-business-team-develops-application-on-multiple-com-2026-09-22-11-35-26.png.webp 1000w, https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/10\/Envato-business-team-develops-application-on-multiple-com-2026-09-22-11-35-26-300x144.png.webp 300w, https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/10\/Envato-business-team-develops-application-on-multiple-com-2026-09-22-11-35-26-768x369.png.webp 768w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" loading=\"lazy\" \/><\/div>                                        <\/a>\n                                    <\/article>\n                                <\/div>\n                                                                                            <div class=\"swiper-slide card-carousel__slide\">\n                                    <article class=\"card-carousel__item\">\n                                        <a class=\"card-carousel__card\" href=\"https:\/\/www.version1.com\/en-us\/blog\/version-1-leader-generative-ai-services-isg\/\" data-aos=\"fade-up\" data-aos-delay=\"300\">\n                                                                                            <div class=\"card-carousel__badge small-body\">Blog<\/div>\n                                            \n                                                                                            <div class=\"card-carousel__body\">\n                                                                                                            <p class=\"card-carousel__date small-body\">12 October, 2026<\/p>\n                                                    \n                                                                                                            <h3 class=\"card-carousel__card-title pre-headline\">Version 1 named a leader in Generative AI Services by ISG for the 3rd year in a row<\/h3>\n                                                                                                    <\/div>\n                                            \n                                            <div class=\"card-carousel__card__image\"><img decoding=\"async\" width=\"900\" height=\"368\" src=\"https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/10\/Award-Winning-Generative-AI-Services-2.png.webp\" class=\"attachment-large size-large\" alt=\"Cover image for the ISG Provider Lens report Generative AI Services \u2013 Specialists, featuring a hand holding a digital AI interface with\" srcset=\"https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/10\/Award-Winning-Generative-AI-Services-2.png.webp 900w, https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/10\/Award-Winning-Generative-AI-Services-2-300x123.png.webp 300w, https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/10\/Award-Winning-Generative-AI-Services-2-768x314.png.webp 768w\" sizes=\"(max-width: 900px) 100vw, 900px\" loading=\"lazy\" \/><\/div>                                        <\/a>\n                                    <\/article>\n                                <\/div>\n                                                                                            <div class=\"swiper-slide card-carousel__slide\">\n                                    <article class=\"card-carousel__item\">\n                                        <a class=\"card-carousel__card\" href=\"https:\/\/www.version1.com\/en-us\/blog\/uk-public-sector-knows-how-to-use-ai-it-doesnt-yet-know-what-it-costs\/\" data-aos=\"fade-up\" data-aos-delay=\"400\">\n                                                                                            <div class=\"card-carousel__badge small-body\">Blog<\/div>\n                                            \n                                                                                            <div class=\"card-carousel__body\">\n                                                                                                            <p class=\"card-carousel__date small-body\">12 October, 2026<\/p>\n                                                    \n                                                                                                            <h3 class=\"card-carousel__card-title pre-headline\">UK public sector knows how to use AI. It doesn\u2019t yet know what it costs.<\/h3>\n                                                                                                    <\/div>\n                                            \n                                                                                    <\/a>\n                                    <\/article>\n                                <\/div>\n                                                                                            <div class=\"swiper-slide card-carousel__slide\">\n                                    <article class=\"card-carousel__item\">\n                                        <a class=\"card-carousel__card\" href=\"https:\/\/www.version1.com\/en-us\/case-studies\/ai-in-the-uk-public-sector\/\" data-aos=\"fade-up\" data-aos-delay=\"500\">\n                                                                                            <div class=\"card-carousel__badge small-body\">Case Study<\/div>\n                                            \n                                                                                            <div class=\"card-carousel__body\">\n                                                                                                            <p class=\"card-carousel__date small-body\">12 October, 2026<\/p>\n                                                    \n                                                                                                            <h3 class=\"card-carousel__card-title pre-headline\">AI in the UK public sector: Transforming unused licences to a tested playbook for AI coding assistants<\/h3>\n                                                                                                    <\/div>\n                                            \n                                            <div class=\"card-carousel__card__image\"><img decoding=\"async\" width=\"1024\" height=\"499\" src=\"https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/10\/Envato-bus-light-trails-across-westminster-bridge-with-bl-2026-09-24-22-25-16-1024x499.png.webp\" class=\"attachment-large size-large\" alt=\"Illuminated Houses of Parliament and Big Ben in London at dusk, viewed from Westminster Bridge, with the River Thames in the foreground and blurred pedestrians and traffic creating light trails along the bridge.\" srcset=\"https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/10\/Envato-bus-light-trails-across-westminster-bridge-with-bl-2026-09-24-22-25-16-1024x499.png.webp 1024w, https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/10\/Envato-bus-light-trails-across-westminster-bridge-with-bl-2026-09-24-22-25-16-300x146.png.webp 300w, https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/10\/Envato-bus-light-trails-across-westminster-bridge-with-bl-2026-09-24-22-25-16-768x374.png.webp 768w, https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/10\/Envato-bus-light-trails-across-westminster-bridge-with-bl-2026-09-24-22-25-16.png.webp 1500w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" loading=\"lazy\" \/><\/div>                                        <\/a>\n                                    <\/article>\n                                <\/div>\n                                                                                            <div class=\"swiper-slide card-carousel__slide\">\n                                    <article class=\"card-carousel__item\">\n                                        <a class=\"card-carousel__card\" href=\"https:\/\/www.version1.com\/en-us\/blog\/eight-technology-trends-shaping-uk-digital-transport-over-the-next-three-years\/\" data-aos=\"fade-up\" data-aos-delay=\"600\">\n                                                                                            <div class=\"card-carousel__badge small-body\">Blog<\/div>\n                                            \n                                                                                            <div class=\"card-carousel__body\">\n                                                                                                            <p class=\"card-carousel__date small-body\">12 October, 2026<\/p>\n                                                    \n                                                                                                            <h3 class=\"card-carousel__card-title pre-headline\">Eight technology trends shaping UK digital transport over the next three years<\/h3>\n                                                                                                    <\/div>\n                                            \n                                            <div class=\"card-carousel__card__image\"><img decoding=\"async\" width=\"1024\" height=\"447\" src=\"https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/04\/Innovation-solutions-acorss-transport-network-2-1024x447.png.webp\" class=\"attachment-large size-large\" alt=\"A photograph taken inside a public bus during daylight, showing several passengers and the interior layout. In the foreground, there are yellow vertical and horizontal handrails typical of public transport seating areas. Near the center-right, one passenger stands facing another passenger. The standing passenger is holding onto an overhead rail with one hand while wearing a yellow-and-black checkered long-sleeve shirt and dark trousers. The other nearby passenger, standing and facing toward the first, has long braided hair and is wearing a light-colored top with a backpack over one shoulder. In the background, additional passengers are seated and standing. On the left side, one seated passenger is wearing a red plaid shirt and looking downward at an object held in both hands. Further back in the aisle, another standing passenger is wearing a blue T-shirt and also looking down at a handheld device. The bus interior includes rows of grey seats, overhead hand grips, and large windows along the side allowing natural light into the space. Through the windows, an urban outdoor setting is faintly visible but not clearly detailed. The scene shows a typical moment of public transit use, with passengers standing, sitting, and holding onto support bars while the bus is in motion.\" srcset=\"https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/04\/Innovation-solutions-acorss-transport-network-2-1024x447.png.webp 1024w, https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/04\/Innovation-solutions-acorss-transport-network-2-300x131.png.webp 300w, https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/04\/Innovation-solutions-acorss-transport-network-2-768x335.png.webp 768w, https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/04\/Innovation-solutions-acorss-transport-network-2.png.webp 1190w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" loading=\"lazy\" \/><\/div>                                        <\/a>\n                                    <\/article>\n                                <\/div>\n                                                                                            <div class=\"swiper-slide card-carousel__slide\">\n                                    <article class=\"card-carousel__item\">\n                                        <a class=\"card-carousel__card\" href=\"https:\/\/www.version1.com\/en-us\/blog\/the-future-of-data-ai-and-analytics-lessons-from-microsoft-fabcon-2026\/\" data-aos=\"fade-up\" data-aos-delay=\"700\">\n                                                                                            <div class=\"card-carousel__badge small-body\">Blog<\/div>\n                                            \n                                                                                            <div class=\"card-carousel__body\">\n                                                                                                            <p class=\"card-carousel__date small-body\">08 October, 2026<\/p>\n                                                    \n                                                                                                            <h3 class=\"card-carousel__card-title pre-headline\">The future of data, AI and analytics: Lessons from Microsoft FabCon 2026<\/h3>\n                                                                                                    <\/div>\n                                            \n                                            <div class=\"card-carousel__card__image\"><img decoding=\"async\" width=\"1024\" height=\"580\" src=\"https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/09\/woman-speaks-at-conference-with-data-graph-2026-03-25-22-43-21-utc-1024x580.jpg.webp\" class=\"attachment-large size-large\" alt=\"Presenter speaking into a microphone at a technology conference, standing in front of a large digital data visualisation display. The speaker wears an event badge and addresses an audience while colourful analytics graphics appear on a screen in the background.\" srcset=\"https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/09\/woman-speaks-at-conference-with-data-graph-2026-03-25-22-43-21-utc-1024x580.jpg.webp 1024w, https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/09\/woman-speaks-at-conference-with-data-graph-2026-03-25-22-43-21-utc-300x170.jpg.webp 300w, https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/09\/woman-speaks-at-conference-with-data-graph-2026-03-25-22-43-21-utc-768x435.jpg.webp 768w, https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/09\/woman-speaks-at-conference-with-data-graph-2026-03-25-22-43-21-utc-1536x871.jpg.webp 1536w, https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/09\/woman-speaks-at-conference-with-data-graph-2026-03-25-22-43-21-utc-2048x1161.jpg.webp 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" loading=\"lazy\" \/><\/div>                                        <\/a>\n                                    <\/article>\n                                <\/div>\n                                                                                            <div class=\"swiper-slide card-carousel__slide\">\n                                    <article class=\"card-carousel__item\">\n                                        <a class=\"card-carousel__card\" href=\"https:\/\/www.version1.com\/en-us\/blog\/understanding-user-needs-the-foundation-of-government-services\/\" data-aos=\"fade-up\" data-aos-delay=\"800\">\n                                                                                            <div class=\"card-carousel__badge small-body\">Blog<\/div>\n                                            \n                                                                                            <div class=\"card-carousel__body\">\n                                                                                                            <p class=\"card-carousel__date small-body\">05 October, 2026<\/p>\n                                                    \n                                                                                                            <h3 class=\"card-carousel__card-title pre-headline\">Understanding user needs: The foundation of government services<\/h3>\n                                                                                                    <\/div>\n                                            \n                                            <div class=\"card-carousel__card__image\"><img decoding=\"async\" width=\"1024\" height=\"409\" src=\"https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/10\/Envato-people-crossing-the-street-in-london-at-sunset-2-1024x409.png.webp\" class=\"attachment-large size-large\" alt=\"People crossing a busy London city centre street with a red double-decker bus and commercial buildings, representing urban infrastructure, public services and business transformation in the UK.\" srcset=\"https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/10\/Envato-people-crossing-the-street-in-london-at-sunset-2-1024x409.png.webp 1024w, https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/10\/Envato-people-crossing-the-street-in-london-at-sunset-2-300x120.png.webp 300w, https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/10\/Envato-people-crossing-the-street-in-london-at-sunset-2-768x307.png.webp 768w, https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/10\/Envato-people-crossing-the-street-in-london-at-sunset-2.png.webp 1536w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" loading=\"lazy\" \/><\/div>                                        <\/a>\n                                    <\/article>\n                                <\/div>\n                                                                                            <div class=\"swiper-slide card-carousel__slide\">\n                                    <article class=\"card-carousel__item\">\n                                        <a class=\"card-carousel__card\" href=\"https:\/\/www.version1.com\/en-us\/blog\/beyond-beta-why-user-research-matters-in-live-government-services\/\" data-aos=\"fade-up\" data-aos-delay=\"900\">\n                                                                                            <div class=\"card-carousel__badge small-body\">Blog<\/div>\n                                            \n                                                                                            <div class=\"card-carousel__body\">\n                                                                                                            <p class=\"card-carousel__date small-body\">05 October, 2026<\/p>\n                                                    \n                                                                                                            <h3 class=\"card-carousel__card-title pre-headline\">Beyond Beta: Why user research matters in live government services<\/h3>\n                                                                                                    <\/div>\n                                            \n                                            <div class=\"card-carousel__card__image\"><img decoding=\"async\" width=\"1024\" height=\"455\" src=\"https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/10\/Envato-big-ben-and-palace-of-westminster-09-12-2025-v2-1-1024x455.png.webp\" class=\"attachment-large size-large\" alt=\"Big Ben and the Houses of Parliament in London, with a passing red double-decker bus, representing UK government, public sector and transport infrastructure.\" srcset=\"https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/10\/Envato-big-ben-and-palace-of-westminster-09-12-2025-v2-1-1024x455.png.webp 1024w, https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/10\/Envato-big-ben-and-palace-of-westminster-09-12-2025-v2-1-300x133.png.webp 300w, https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/10\/Envato-big-ben-and-palace-of-westminster-09-12-2025-v2-1-768x341.png.webp 768w, https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/10\/Envato-big-ben-and-palace-of-westminster-09-12-2025-v2-1.png.webp 1249w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" loading=\"lazy\" \/><\/div>                                        <\/a>\n                                    <\/article>\n                                <\/div>\n                                                                                            <div class=\"swiper-slide card-carousel__slide\">\n                                    <article class=\"card-carousel__item\">\n                                        <a class=\"card-carousel__card\" href=\"https:\/\/www.version1.com\/en-us\/blog\/seven-years-of-low-code-what-public-sector-adoption-has-taught-us\/\" data-aos=\"fade-up\" data-aos-delay=\"1000\">\n                                                                                            <div class=\"card-carousel__badge small-body\">Blog<\/div>\n                                            \n                                                                                            <div class=\"card-carousel__body\">\n                                                                                                            <p class=\"card-carousel__date small-body\">05 October, 2026<\/p>\n                                                    \n                                                                                                            <h3 class=\"card-carousel__card-title pre-headline\">Seven years of low-code: what public sector adoption has taught us<\/h3>\n                                                                                                    <\/div>\n                                            \n                                            <div class=\"card-carousel__card__image\"><img decoding=\"async\" width=\"1024\" height=\"480\" src=\"https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/09\/AWS-IMG-banner-image-1024x480.jpg.webp\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/09\/AWS-IMG-banner-image-1024x480.jpg.webp 1024w, https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/09\/AWS-IMG-banner-image-300x141.jpg.webp 300w, https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/09\/AWS-IMG-banner-image-768x360.jpg.webp 768w, https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/09\/AWS-IMG-banner-image.jpg.webp 1462w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" loading=\"lazy\" \/><\/div>                                        <\/a>\n                                    <\/article>\n                                <\/div>\n                                                                                            <div class=\"swiper-slide card-carousel__slide\">\n                                    <article class=\"card-carousel__item\">\n                                        <a class=\"card-carousel__card\" href=\"https:\/\/www.version1.com\/en-us\/blog\/5-ways-build-organisational-confidence-oracle-enabled-transformation\/\" data-aos=\"fade-up\" data-aos-delay=\"1100\">\n                                                                                            <div class=\"card-carousel__badge small-body\">Blog<\/div>\n                                            \n                                                                                            <div class=\"card-carousel__body\">\n                                                                                                            <p class=\"card-carousel__date small-body\">05 October, 2026<\/p>\n                                                    \n                                                                                                            <h3 class=\"card-carousel__card-title pre-headline\">5 ways to build organisational confidence in Oracle-enabled transformation<\/h3>\n                                                                                                    <\/div>\n                                            \n                                            <div class=\"card-carousel__card__image\"><img decoding=\"async\" width=\"1024\" height=\"562\" src=\"https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/10\/Envato-professional-woman-gazing-out-office-window-2026-09-21-10-28-43-1024x562.png.webp\" class=\"attachment-large size-large\" alt=\"Professional standing beside a large office window with arms crossed, wearing a light blazer and teal lanyard, looking out across a modern city office environment with natural daylight.\" srcset=\"https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/10\/Envato-professional-woman-gazing-out-office-window-2026-09-21-10-28-43-1024x562.png.webp 1024w, https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/10\/Envato-professional-woman-gazing-out-office-window-2026-09-21-10-28-43-300x165.png.webp 300w, https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/10\/Envato-professional-woman-gazing-out-office-window-2026-09-21-10-28-43-768x421.png.webp 768w, https:\/\/www.version1.com\/en-us\/wp-content\/uploads\/2026\/10\/Envato-professional-woman-gazing-out-office-window-2026-09-21-10-28-43.png.webp 1500w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" loading=\"lazy\" \/><\/div>                                        <\/a>\n                                    <\/article>\n                                <\/div>\n                                                    <\/div>\n                    <\/div>\n\n                               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