{"id":4888,"date":"2023-11-17T11:57:05","date_gmt":"2023-11-17T11:57:05","guid":{"rendered":"https:\/\/www.calligo.io\/?page_id=4888"},"modified":"2023-11-17T14:42:57","modified_gmt":"2023-11-17T14:42:57","slug":"machine-learning-in-finance","status":"publish","type":"page","link":"https:\/\/www.calligo.io\/solutions\/machine-learning-in-finance\/","title":{"rendered":"Finance"},"content":{"rendered":"<style>.block-hero-with-featured-insight{position:relative;background:#F0F2F4;min-height:27.5rem;text-align:center;margin-bottom:2.625rem;display:-webkit-box;display:-ms-flexbox;display:flex;-webkit-box-align:center;-ms-flex-align:center;align-items:center}@media (min-width: 768px){.block-hero-with-featured-insight{min-height:49.875rem;margin-bottom:0}}@media (min-width: 768px){.block-hero-with-featured-insight.hero-height-small{min-height:40rem}}.block-hero-with-featured-insight__wrapper{padding:2.5rem 0 2.5rem 0;position:relative;z-index:5;letter-spacing:0.05em}@media (min-width: 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99.75%)}.block-hero-with-featured-insight.has-img:before{content:\"\";z-index:2;position:absolute;bottom:0;left:0;width:100%;height:100%;background:#000;background:linear-gradient(90.1deg, #000 .09%, rgba(0,0,0,0) 99.75%)}.block-hero-with-featured-insight.has-img h1,.block-hero-with-featured-insight.has-img h2,.block-hero-with-featured-insight.has-img h3,.block-hero-with-featured-insight.has-img h4,.block-hero-with-featured-insight.has-img p,.block-hero-with-featured-insight.has-img ol,.block-hero-with-featured-insight.has-img ul{color:#fff}\n\n\/*# sourceMappingURL=block-hero-with-featured-insight.css.map *\/\n<\/style><section\nid=\"\"class=\"block-hero-with-featured-insight\n\thas-img\t  \thero-height-big\">\n\t<div class=\"container\">\n\t\t<div class=\"block-hero-with-featured-insight__wrapper\" data-aos=\"fade-down\">\n\t\t\t                <p class=\"overline\">\n\t\t\t\t\tFunctions\t\t\t\t<\/p>\n\t\t\t\t\t\t<h1 class=\"heading\">Finance<\/h1>\t\t<\/div>\n\t<\/div>\n\t<picture class=\"block-hero-with-featured-insight__image\"><source media=\"(min-width: 992px)\" srcset=\"https:\/\/www.calligo.io\/wp-content\/uploads\/fly-images\/1503\/finance-sector-scaled-1920x1080-cc.jpg 1.000x,https:\/\/www.calligo.io\/wp-content\/uploads\/fly-images\/1503\/finance-sector-scaled-2560x1440-cc.jpg 1.333x\"> <source media=\"(min-width: 768px)\" srcset=\"https:\/\/www.calligo.io\/wp-content\/uploads\/fly-images\/1503\/finance-sector-scaled-750x500-cc.jpg 1.000x,https:\/\/www.calligo.io\/wp-content\/uploads\/fly-images\/1503\/finance-sector-scaled-1500x1000-cc.jpg 2.000x\"> <source media=\"(min-width: 0px)\" srcset=\"https:\/\/www.calligo.io\/wp-content\/uploads\/fly-images\/1503\/finance-sector-scaled-375x250-cc.jpg 1.000x,https:\/\/www.calligo.io\/wp-content\/uploads\/fly-images\/1503\/finance-sector-scaled-750x500-cc.jpg 2.000x\"> <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.calligo.io\/wp-content\/uploads\/fly-images\/1503\/finance-sector-scaled-375x250-cc.jpg\" srcset=\"https:\/\/www.calligo.io\/wp-content\/uploads\/fly-images\/1503\/finance-sector-scaled-375x250-cc.jpg 1.000x,https:\/\/www.calligo.io\/wp-content\/uploads\/fly-images\/1503\/finance-sector-scaled-750x500-cc.jpg 2.000x\" alt=\"\" width=\"1920\" height=\"1080\" class=\"\"><\/picture>    \t\t\t<div class=\"block-hero-with-featured-insight__feature\" data-aos=\"fade-up\">\n\t\t\t\t<a href=\"https:\/\/www.calligo.io\/insights\/machine-learning\/top-8-use-cases-of-machine-learning-in-financial-services\/\" class=\"block-hero-with-featured-insight__feature_row row g-0\">\n\t\t\t\t\t<div class=\"overline col-12\">Featured insight<\/div>            \n\t\t\t\t\t<div class=\"block-hero-with-featured-insight_content col-10\">                \n\t\t\t\t\t\t<div class=\"feature-heading\">Top 8 Use Cases of Machine Learning in Financial Services<\/div>\n\t\t\t\t\t\t<div class=\"post-meta\">\n\t\t\t\t\t\t\t<span class=\"read-time\">5 min read<\/span> | <span class=\"post-date\">22 Jun 23<\/span>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"block-hero-with-featured-insight_cta col\">\n\t\t\t\t\t\t<span class=\"btn-arrow-only\"><span>Read more<\/span><\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t<\/section>\n\n\n\n<style>.block-section-anchors{padding:1rem 0;background:#ffffff;position:-webkit-sticky;position:sticky;top:0;z-index:10;overflow-x:auto;overflow-y:hidden;padding-bottom:.25rem}@media (min-width: 1200px){.block-section-anchors{padding:1rem 0}}.block-section-anchors.theme--dark{background-color:#000}.block-section-anchors.theme--dark .block-section-anchors__item{color:#fff}.block-section-anchors__wrapper{text-align:center;-webkit-transition:0.3s ease padding;transition:0.3s ease padding;overflow-y:hidden;overflow-x:hidden;transition:0.3s ease padding}.block-section-anchors__wrapper:hover{padding-bottom:.25rem;overflow-x:auto}@media (hover: none) and (pointer: coarse){.block-section-anchors__wrapper{overflow-x:auto;padding-bottom:0}}.block-section-anchors__wrapper::-webkit-scrollbar{height:4px}@media (hover: none) and (pointer: coarse){.block-section-anchors__wrapper::-webkit-scrollbar{height:0}}.block-section-anchors__wrapper::-webkit-scrollbar-track{background:#f1f1f1}.block-section-anchors__wrapper::-webkit-scrollbar-thumb{background:#888}.block-section-anchors__wrapper::-webkit-scrollbar-thumb:hover{background:#555}.block-section-anchors__items{display:-webkit-inline-box;display:-ms-inline-flexbox;display:inline-flex}.block-section-anchors__items .block-section-anchors__item{color:#000;padding:.5rem 1.5rem;text-decoration:none;-webkit-transition:font-weight .25s;transition:font-weight .25s;white-space:nowrap;border:1px solid transparent;border-radius:32px;font-size:1.125rem;line-height:1.5rem;margin:0 1.25rem;-webkit-transition:0.3s ease border;transition:0.3s ease border}.block-section-anchors__items .block-section-anchors__item.active{font-weight:600;border-color:#1C4AF2}.block-section-anchors__items .block-section-anchors__item:hover{border-color:#1C4AF2}.admin-bar .block-section-anchors{top:32px}\n\n\/*# sourceMappingURL=block-section-anchors.css.map *\/\n<\/style>\n<section id=\"\" class=\"block-section-anchors  theme--light     \">\n\t<div class=\"block-section-anchors__wrapper\">\n\t\t<div class=\"block-section-anchors__items\">\n\t\t\t\t\t\t\t<a href=\"#introduction\" class=\"block-section-anchors__item\">\n\t\t\t\t\tIntroduction\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<a href=\"#dashboard\" class=\"block-section-anchors__item\">\n\t\t\t\t\tExample Dashboard\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<a href=\"#benefits\" class=\"block-section-anchors__item\">\n\t\t\t\t\tBenefits\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<a href=\"#how\" class=\"block-section-anchors__item\">\n\t\t\t\t\tHow it Works\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<a href=\"#case-studies\" class=\"block-section-anchors__item\">\n\t\t\t\t\tCase Studies\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<a href=\"#services\" class=\"block-section-anchors__item\">\n\t\t\t\t\tServices\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<a href=\"#insights\" class=\"block-section-anchors__item\">\n\t\t\t\t\tInsights\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<a href=\"#speak\" class=\"block-section-anchors__item\">\n\t\t\t\t\tSpeak to an Expert\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\t<\/div>\n<\/section>\n\n\n\n<section id=\"introduction\" class=\"block-content-two-column      \">\n\t<div class=\"container\">\n\t\t<div class=\"row\">\n                            <div class=\"col-12\">\n                    <p class=\"overline\">\n                        INTRODUCTION                    <\/p>\n                <\/div>\n                        <div class=\"heading-col col-12 col-lg-6\">\n                <div data-aos=\"fade-up\">\n\t\t\t        <h2 class=\"heading\">Advanced AI, Machine Learning and Analytics in the Finance function<\/h2>                <\/div>\n            <\/div>\n\t\t\t                <div class=\"content-col col-12 col-lg-6\">\n                    <div data-aos=\"fade-up\">\n                        <p>The integration of Advanced Artificial Intelligence (AI), Machine Learning, and Analytics in the finance function marks a transformative leap in the way financial operations are conducted. Advanced AI algorithms enhance risk management by rapidly analyzing vast datasets, detecting patterns, and predicting market trends with unprecedented accuracy.<\/p>\n<p>Machine Learning applications automate routine tasks, optimizing operational efficiency and reducing the margin for error. Analytics, powered by sophisticated algorithms, provide in-depth insights into financial performance, aiding strategic decision-making.<\/p>\n                    \n                    <\/div>\n                <\/div>\n\t\t\t        <\/div>\n\t<\/div>\n<\/section>\n\n\n<section id=\"\" class=\"block-separator  \">\n\t<div class=\"container\">\n\t\t<div class=\"row\">\n            <div class=\"col-12 block-separator-line\"><\/div>\n        <\/div>\n\t<\/div>\n<\/section>\n\n\n\n<section id=\"benefits\" class=\"block-icon-carousel  bg--gray-primary    \">\n\t<div class=\"container\">\n\t\t<div class=\"row\">\n\t\t\t                <div class=\"col-12\">\n                    <p class=\"overline\" data-aos=\"fade-up\">\n                        BENEFITS                    <\/p>\n                <\/div>\n\t\t\t            <div class=\"heading-col col-12 col-lg-8\">\n                <div data-aos=\"fade-up\">\n\t\t\t        <h2 class=\"heading\">How can Calligo help the Finance function?<\/h2>                <\/div>\n            <\/div>\n        <\/div>\n\t<\/div>\n            <div class=\"col-12\">\n            <div class=\"icon-carousel\" data-aos=\"fade-down\">\n                                    <div class=\"icon-slide\">\n                                                <div class=\"icon-slide-icon-wrapper\">\n                            <img decoding=\"async\" src=\"https:\/\/www.calligo.io\/wp-content\/uploads\/2023\/04\/Bar-graph-blue.svg\" alt=\"\"\/>\n                        <\/div>\n                                                <div class=\"icon-slide-content\">\n                            <div class=\"slide-heading\">Demand Forecasting<\/div>\n                            <p class=\"slide-content\">\n                                Calligo&#8217;s machine learning solutions enable efficient marketing, better product choices, and higher sales by predicting geographic demand and optimizing product selection based on regional characteristics, resulting in increased customer satisfaction and reduced losses from unproductive sales efforts.                            <\/p>\n                        <\/div>\n                    <\/div>\n                                    <div class=\"icon-slide\">\n                                                <div class=\"icon-slide-icon-wrapper\">\n                            <img decoding=\"async\" src=\"https:\/\/www.calligo.io\/wp-content\/uploads\/2023\/04\/arrow-up-blue.svg\" alt=\"\"\/>\n                        <\/div>\n                                                <div class=\"icon-slide-content\">\n                            <div class=\"slide-heading\">Revenue Forecasting<\/div>\n                            <p class=\"slide-content\">\n                                Calligo&#8217;s predictive models and time-series analysis provide accurate revenue forecasts, reducing losses from outlier events and enabling effective operations by considering market changes, company actions, competitor actions, consumer behavior, and external factors to stress-test projections and enhance their accuracy.                            <\/p>\n                        <\/div>\n                    <\/div>\n                                    <div class=\"icon-slide\">\n                                                <div class=\"icon-slide-icon-wrapper\">\n                            <img decoding=\"async\" src=\"https:\/\/www.calligo.io\/wp-content\/uploads\/2023\/04\/cost-blue.svg\" alt=\"\"\/>\n                        <\/div>\n                                                <div class=\"icon-slide-content\">\n                            <div class=\"slide-heading\">Cost and Budget Trends<\/div>\n                            <p class=\"slide-content\">\n                                Calligo&#8217;s predictive models and time-series analysis provide accurate cost and budget projections, enabling better financial planning and minimizing unforeseen losses by leveraging company and external market data to account for projection uncertainty and help organizations stay within budget.                            <\/p>\n                        <\/div>\n                    <\/div>\n                                    <div class=\"icon-slide\">\n                                                <div class=\"icon-slide-icon-wrapper\">\n                            <img decoding=\"async\" src=\"https:\/\/www.calligo.io\/wp-content\/uploads\/2023\/04\/atom-blue.svg\" alt=\"\"\/>\n                        <\/div>\n                                                <div class=\"icon-slide-content\">\n                            <div class=\"slide-heading\">Causal Analysis<\/div>\n                            <p class=\"slide-content\">\n                                Calligo&#8217;s machine learning solutions uncover subtle factors that contribute to cost and revenue fluctuations, providing a more detailed understanding and enabling businesses to implement better mitigation strategies, achieve cost savings, and make informed decisions to influence revenue generation and profitability.                            <\/p>\n                        <\/div>\n                    <\/div>\n                                    <div class=\"icon-slide\">\n                                                <div class=\"icon-slide-icon-wrapper\">\n                            <img decoding=\"async\" src=\"https:\/\/www.calligo.io\/wp-content\/uploads\/2023\/04\/star-blue.svg\" alt=\"\"\/>\n                        <\/div>\n                                                <div class=\"icon-slide-content\">\n                            <div class=\"slide-heading\">Targets<\/div>\n                            <p class=\"slide-content\">\n                                Accurately projecting revenue and profit using machine learning and time-series analysis allows for better financial planning, informed decision making regarding inventory and workforce management, and reduces uncertainty associated with future targets.                            <\/p>\n                        <\/div>\n                    <\/div>\n                                    <div class=\"icon-slide\">\n                                                <div class=\"icon-slide-icon-wrapper\">\n                            <img decoding=\"async\" src=\"https:\/\/www.calligo.io\/wp-content\/uploads\/2023\/04\/evolution-blue-1.svg\" alt=\"\"\/>\n                        <\/div>\n                                                <div class=\"icon-slide-content\">\n                            <div class=\"slide-heading\">Business Shifts<\/div>\n                            <p class=\"slide-content\">\n                                Predicting the impact of planned business shifts on costs, revenue, and profit using machine learning and forecast models helps ensure profitability and minimize risks associated with the changes.                            <\/p>\n                        <\/div>\n                    <\/div>\n                            <\/div>\n            <div class=\"container\">\n                <div class=\"slick--navelements\" data-aos=\"fade-down\">\n                    <div class=\"slick--arrow-wrap\">\n                        <div class=\"slides--numbers\">\n                            <span class=\"active\">1<\/span> of <span class=\"total\"><\/span>\n                        <\/div>\n                        <button class=\"slick-arrow slick-arrow--prev\"><\/button>\n                        <button class=\"slick-arrow slick-arrow--next\"><\/button>\n                    <\/div>\n                    <div class=\"slick--progress\" role=\"progressbar\" aria-valuemin=\"0\" aria-valuemax=\"100\">\n                        <span class=\"slider__label sr-only\"><\/span>\n                    <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n    <\/section>\n\n\n\n<section id=\"how\" class=\"block-content-three-column      \">\n\t<div class=\"container\">\t\t\n                <div class=\"row heading-row\">\n            <div class=\"heading-col col-12\" data-aos=\"fade-up\">\n\t\t\t    <h2 class=\"heading\">How Calligo works with Finance Departments<\/h2>            <\/div>\n        <\/div>\n                            <div class=\"row\">\n                            <div class=\"col-12 col-lg-4 three-col\">\n                    <div class=\"three-col-overline\" data-aos=\"fade-down\">01<\/div>\n                    <div class=\"three-col-heading\" data-aos=\"fade-down\">Define the Strategy<\/div>\n                    <div class=\"three-col-content\" data-aos=\"fade-down\"><p><strong>Customized Strategy Workshops:<\/strong> Engage in specialized workshops tailored for finance leaders to explore the potential applications within your finance domain. Discuss the art of the possible, identifying specific use cases aligned with your financial objectives.<\/p>\n<p><strong>Define Finance Use Cases:<\/strong> Collaborate closely with our team to identify and define finance-centric use cases. Align your financial goals with the data opportunities available and establish a baseline for Return on Investment (ROI) tailored to the unique dynamics of financial strategies.<\/p>\n<\/div>\n                <\/div>\n                            <div class=\"col-12 col-lg-4 three-col\">\n                    <div class=\"three-col-overline\" data-aos=\"fade-down\">02<\/div>\n                    <div class=\"three-col-heading\" data-aos=\"fade-down\">Implement Financial Excellence<\/div>\n                    <div class=\"three-col-content\" data-aos=\"fade-down\"><p><strong>Leverage Financial Methodologies:<\/strong> Implement best-in-class methodologies specifically crafted for finance applications. Acquire, archive, model, and secure financial data efficiently, ensuring that your datasets are optimized for strategic insights.<\/p>\n<p><strong>Establish Financial Data Procedures:<\/strong> Develop and establish data procedures with a focus on financial dynamics. Ensure that data handling aligns seamlessly with financial processes, providing a robust foundation for effective analytics in the finance domain.<\/p>\n<\/div>\n                <\/div>\n                            <div class=\"col-12 col-lg-4 three-col\">\n                    <div class=\"three-col-overline\" data-aos=\"fade-down\">03<\/div>\n                    <div class=\"three-col-heading\" data-aos=\"fade-down\">Activate Financial Intelligence<\/div>\n                    <div class=\"three-col-content\" data-aos=\"fade-down\"><p><strong>Execute Financial Data Plan:<\/strong> Put your tailored data plan into action, driving targeted financial initiatives based on data-driven insights. Encourage collaboration with your finance team and stakeholders to maximize the impact of data-driven financial strategies.<\/p>\n<p><strong>Refine and Develop Financial Approaches:<\/strong> Continuously refine and develop your financial strategies based on real-time feedback and evolving market dynamics. Collaborate with the organization to ensure that your financial initiatives are agile, responsive, and consistently optimized for success in the competitive financial landscape.<\/p>\n<\/div>\n                <\/div>\n                        <\/div>\n        \t<\/div>\n<\/section>\n\n\n<section id=\"\" class=\"block-content-two-column  bg--gray-primary    \">\n\t<div class=\"container\">\n\t\t<div class=\"row\">\n                            <div class=\"col-12\">\n                    <p class=\"overline\">\n                        AN EXAMPLE OF CALLIGO\u2019S DATA VISUALIZATION CAPABILITIES FOR FINANCE TEAMS                    <\/p>\n                <\/div>\n                        <div class=\"heading-col col-12 col-lg-6\">\n                <div data-aos=\"fade-up\">\n\t\t\t        <h2 class=\"heading\">A national retailer\u2019s view of financial performance, branch by branch, state by state and even by customer order.<\/h2>                <\/div>\n            <\/div>\n\t\t\t                <div class=\"content-col col-12 col-lg-6\">\n                    <div data-aos=\"fade-up\">\n                        <h2><strong>Imagine running your business with this level of detail<\/strong><\/h2>\n<p>See the full summary, or examine the detail in context.<br \/>\nInterrogate what it shows and experience its full functionality.<\/p>\n<p>Underlying\u00a0<a href=\"https:\/\/www.calligo.io\/services\/data-visualization-as-a-service\/\">data<\/a> can be restricted according to users\u2019 permissions or needs and design can be customized to your own brand.<\/p>\n                    \n                    <\/div>\n                <\/div>\n\t\t\t        <\/div>\n\t<\/div>\n<\/section>\n\n\n<section id=\"dashboard\" class=\"block-content-centred       font-size-medium text-align-left \">\n\t<div class=\"container\">\n\t\t<div class=\"row\">\n                            <div class=\"col-12 col-lg-10\">\n                    <p class=\"overline\" data-aos=\"fade-up\">\n                        Retail Sales Trends Analysis                    <\/p>\n                <\/div>\n            \t\t\t                <div class=\"content-col col-12 col-lg-10\" data-aos=\"fade-up\">\n                    <div style=\"max-width: 100%; overflow: auto;\">\n<div style=\"width: 100%;\">\n<div id=\"viz1617737209140\" class=\"tableauPlaceholder\" style=\"position: relative; width: 1100px; height: 850px; overflow: hidden; display: block;\"><noscript><a href=\"#\"><img decoding=\"async\" alt=\"The Coffee Bean \" src=\"https:\/\/public.tableau.com\/static\/images\/Gl\/GlobalSales-TheCoffeeBean\/TheCoffeeBean\/1_rss.png\" style=\"border: none\"><\/a><\/noscript><script src=\"https:\/\/public.tableau.com\/javascripts\/api\/viz_v1.js\"><\/script><iframe loading=\"lazy\" class=\"tableauViz\" style=\"display: block; width: 1100px; height: 850px; margin: 0px; padding: 0px; border: none;\" title=\"Data Visualisation\" src=\"https:\/\/public.tableau.com\/views\/GlobalSales-TheCoffeeBean\/TheCoffeeBean?:embed=y&amp;:showVizHome=no&amp;:host_url=https%3A%2F%2Fpublic.tableau.com%2F&amp;:embed_code_version=3&amp;:tabs=no&amp;:toolbar=yes&amp;:animate_transition=yes&amp;:display_static_image=no&amp;:display_spinner=no&amp;:display_overlay=yes&amp;:display_count=yes&amp;:language=en&amp;:loadOrderID=0\" width=\"undefined\" height=\"undefined\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/div>\n<\/div>\n<p><script type=\"text\/javascript\">                    var divElement = document.getElementById('viz1617737209140');                    var vizElement = divElement.getElementsByTagName('object')[0];                    vizElement.style.width='1100px';vizElement.style.height='850px';                    var scriptElement = document.createElement('script');                    scriptElement.src = 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class=\"block-link-grid-wrap\" data-aos=\"fade-in\">\n                                    <a href=\"https:\/\/www.calligo.io\/services\/machine-learning-as-a-service\/\" class=\"block-link-grid-link\" target=\"_self\">Machine Learning as a Service<\/a>\n                                <\/div>\n                            <\/div>\n                                                        <div class=\"col-12 col-lg-6\">\n                                <div class=\"block-link-grid-wrap\" data-aos=\"fade-in\">\n                                    <a href=\"https:\/\/www.calligo.io\/services\/data-visualization\/\" class=\"block-link-grid-link\" target=\"_self\">Data Visualisations as a Service<\/a>\n                                <\/div>\n                            <\/div>\n                                            <\/div>\n                    <\/div>\n    <\/section>\n\n\n\n\n<section id=\"insights\" class=\"block-featured-latest-cards  theme--light     \">\n\t<div class=\"container\">\n\t\t<div class=\"row block-featured-latest-cards__content-row \">\n\t\t\t<div class=\"col-12 col-md-6\">\n\t\t\t\t<p class=\"overline\">Related Insights<\/p>\t\t\t\t<h2 class=\"heading h5\">Explore our latest expertise, insights and opinions<\/h2>\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<div class=\"row\">\n\t\t\t\t\t\t\t\t\t<div class=\"col-12 col-md-6 block-featured-latest-cards__featured-col\">\n\t\t\t\t<a href=\"https:\/\/www.calligo.io\/insights\/glossary\/introducing-calligos-new-cybersecurity-risk-assessment-tool\/\" class=\"post-card post-card--medium-overlap post-card--insight post-card--featured\">\n\t\t<div class=\"post-card__row post-card__image-row\">\n\t\t\n\t\t<picture alt=\"Finance article thumbnail\" class=\"post-card__image\"><source media=\"(min-width: 992px)\" data-srcset=\"https:\/\/www.calligo.io\/wp-content\/uploads\/fly-images\/5326\/Packshot-02-415x280-cc.jpg 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post-card--resource post-card--not-featured\">\n\t\n\t<div class=\"post-card__row post-card__meta-row\" data-aos=\"fade-down\">\n\t\t<div class=\"post-card__content-row\">\n\t\t\t\t\t\t\t<p class=\"post-card__tag separator\">Resource<\/p>\n\t\t\t\t<p class=\"post-card__category\">Resource Library<\/p>\n\t\t\t\t\t<\/div>\n\t\t<p class=\"post-card__title\">Demystifying Data Success | eBook<\/p>\n\t\t\t\t<div class=\"post-card__content-row post-card__content-meta-row\">\n\t\t\t\t\t\t\t<p class=\"post-card__reading-time\">7 min read<\/p>\n\t\t\t\t<p class=\"post-card__date\">31 Jul 2023<\/p>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<\/div>\n\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.calligo.io\/insights\/machine-learning\/top-8-use-cases-of-machine-learning-in-financial-services\/\" class=\"post-card post-card--small post-card--insight post-card--not-featured\">\n\t\n\t<div class=\"post-card__row post-card__meta-row\" data-aos=\"fade-down\">\n\t\t<div class=\"post-card__content-row\">\n\t\t\t\t\t\t\t<p class=\"post-card__tag separator\">Insight<\/p>\n\t\t\t\t<p class=\"post-card__category\">Glossary<\/p>\n\t\t\t\t\t<\/div>\n\t\t<p class=\"post-card__title\">Top 8 Use Cases of Machine Learning in Financial Services<\/p>\n\t\t\t\t<div class=\"post-card__content-row post-card__content-meta-row\">\n\t\t\t\t\t\t\t<p class=\"post-card__reading-time\">5 min read<\/p>\n\t\t\t\t<p class=\"post-card__date\">22 Jun 2023<\/p>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<\/div>\n\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t<a href=\"https:\/\/www.calligo.io\/insights\/\" class=\"btn btn--hollow btn--secondary\" target=\"\">Insights<\/a>\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/section>\n\n\n\n<section id=\"speak\" class=\"block-contact-form      \">\n\t<div class=\"container\">\n\t\t<div class=\"row\">\n            <div class=\"heading-col col-12 col-lg-5\">\n                <div data-aos=\"fade-in\">\n\t\t\t        <h2 class=\"heading\">Talk to a 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