{"id":1574,"date":"2023-04-26T14:26:15","date_gmt":"2023-04-26T13:26:15","guid":{"rendered":"https:\/\/www.calligo.io\/?page_id=1574"},"modified":"2023-09-28T15:03:56","modified_gmt":"2023-09-28T14:03:56","slug":"data-in-telecoms","status":"publish","type":"page","link":"https:\/\/www.calligo.io\/solutions\/data-in-telecoms\/","title":{"rendered":"Telecom"},"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\tSolutions\t\t\t\t<\/p>\n\t\t\t\t\t\t<h1 class=\"heading\">Telecom Data Solutions<\/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\/1552\/Canada-Case-Study-e1682666488227-795x447-cc.jpg 0.414x,https:\/\/www.calligo.io\/wp-content\/uploads\/fly-images\/1552\/Canada-Case-Study-e1682666488227-795x447-cc.jpg 0.414x\"> <source media=\"(min-width: 768px)\" srcset=\"https:\/\/www.calligo.io\/wp-content\/uploads\/fly-images\/1552\/Canada-Case-Study-e1682666488227-795x530-cc.jpg 1.060x,https:\/\/www.calligo.io\/wp-content\/uploads\/fly-images\/1552\/Canada-Case-Study-e1682666488227-795x530-cc.jpg 1.060x\"> <source media=\"(min-width: 0px)\" srcset=\"https:\/\/www.calligo.io\/wp-content\/uploads\/fly-images\/1552\/Canada-Case-Study-e1682666488227-375x250-cc.jpg 1.000x,https:\/\/www.calligo.io\/wp-content\/uploads\/fly-images\/1552\/Canada-Case-Study-e1682666488227-795x530-cc.jpg 2.120x\"> <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.calligo.io\/wp-content\/uploads\/fly-images\/1552\/Canada-Case-Study-e1682666488227-375x250-cc.jpg\" srcset=\"https:\/\/www.calligo.io\/wp-content\/uploads\/fly-images\/1552\/Canada-Case-Study-e1682666488227-375x250-cc.jpg 1.000x,https:\/\/www.calligo.io\/wp-content\/uploads\/fly-images\/1552\/Canada-Case-Study-e1682666488227-795x530-cc.jpg 2.120x\" 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-5-use-cases-of-machine-learning-in-the-telecom-industry\/\" 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 5 Use Cases of Machine Learning in the Telecom Industry<\/div>\n\t\t\t\t\t\t<div class=\"post-meta\">\n\t\t\t\t\t\t\t<span class=\"read-time\">4 min read<\/span> | <span class=\"post-date\">17 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=\"#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=\"#reviews\" class=\"block-section-anchors__item\">\n\t\t\t\t\tReviews\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=\"#contact\" 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 Data Science and Analytics in the Telecom sector<\/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><span style=\"font-weight: 400;\">Machine learning enables telecoms companies to gain valuable insights from large volumes of data and make more informed business decisions.<\/p>\n<p>Machine learning has several benefits for the telecoms sector. It can help improve network performance and capacity planning, optimize resource allocation, and enhance customer experience by predicting and addressing service issues. Machine learning algorithms can also be used to detect fraudulent activities, prevent network failures, and improve the accuracy of billing systems.<br \/>\n<\/span><\/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 Telecom Sector?<\/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\/icon-outcome.png\" alt=\"\"\/>\n                        <\/div>\n                                                <div class=\"icon-slide-content\">\n                            <div class=\"slide-heading\">Optimize Call Centre Staff<\/div>\n                            <p class=\"slide-content\">\n                                Optimizing staff scheduling reduces labour costs and increases customer satisfaction.                            <\/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\/brain-blue.svg\" alt=\"\"\/>\n                        <\/div>\n                                                <div class=\"icon-slide-content\">\n                            <div class=\"slide-heading\">Market Penetration <\/div>\n                            <p class=\"slide-content\">\n                                Understanding market penetration helps organisations identify high-potential markets that represent the best return on investment.                            <\/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\/search-blue.svg\" alt=\"\"\/>\n                        <\/div>\n                                                <div class=\"icon-slide-content\">\n                            <div class=\"slide-heading\">Store Location Optimisation<\/div>\n                            <p class=\"slide-content\">\n                                Choosing the best locations for new stores maximises revenue potential and saves building costs.                            <\/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\/eye-blue.svg\" alt=\"\"\/>\n                        <\/div>\n                                                <div class=\"icon-slide-content\">\n                            <div class=\"slide-heading\">Service Interruption Detection<\/div>\n                            <p class=\"slide-content\">\n                                Eliminating and quickly responding to network problems maintains revenue, helps customer retention, and increases customer satisfaction.                            <\/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\/circles.svg\" alt=\"\"\/>\n                        <\/div>\n                                                <div class=\"icon-slide-content\">\n                            <div class=\"slide-heading\">Customer Segmentation<\/div>\n                            <p class=\"slide-content\">\n                                Creating customer groups makes marketing more targeted and effective. This can lead to more profitable product selection which informs where product expansion should occur.                            <\/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=\"reviews\" class=\"block-testimonial-carousel      \">\n\t<div class=\"container\">\n                    <div class=\"row\">\n                                    <div class=\"col-12\">\n                        <p class=\"overline\" data-aos=\"fade-up\">\n                            REVIEWS                        <\/p>\n                    <\/div>\n                                <div class=\"heading-col col-12\">\n                    <div data-aos=\"fade-up\">\n                        <h2 class=\"heading\">See what our clients say about us<\/h2>                    <\/div>\n                <\/div>\t\t\t\n            <\/div>\n        \t\t<div class=\"row\">\n\t\t\t<div class=\"col-12\">\n                <div class=\"block-testimonial-carousel-wrap\">\n                    <div class=\"tt-carousel\" data-aos=\"fade-down\">\n                                                    <div class=\"tt-slide\">\n                                <div class=\"tt-slide-wrap\">\n                                    <div class=\"tt-slide-content\">\n                                        <div class=\"quote-icon\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.calligo.io\/wp-content\/themes\/calligo\/assets\/images\/icon-quote-blue.svg\" width=\"40\" height=\"33\" alt=\"\" \/><\/div>\n                                        <p><span style=\"font-weight: 400;\">Calligo\u2019s dashboards and visualizations allowed our teams \u2013 most of whom had no analytical experience \u2013 to interact with some of the most advanced data science they would perhaps ever come across, and make strategic decisions simply and confidently.\u00a0\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Teams that can create models that are both mathematically precise and also commercially savvy are very rare, and it\u2019s what Calligo specializes in.<\/span><\/p>\n                                        <p class=\"tt-slide-by\">\n                                            <strong>Michael Boese<\/strong><br\/>\n                                            Senior Manager of Strategic Transformation at T-Mobile                                        <\/p>\n                                    <\/div>\n                                                                    <\/div>\n                            <\/div>\n                                                    <div class=\"tt-slide\">\n                                <div class=\"tt-slide-wrap\">\n                                    <div class=\"tt-slide-content\">\n                                        <div class=\"quote-icon\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.calligo.io\/wp-content\/themes\/calligo\/assets\/images\/icon-quote-blue.svg\" width=\"40\" height=\"33\" alt=\"\" \/><\/div>\n                                        <p>The skills required to perform this sort of analysis were almost as varied as the datasets themselves. The project had to be planned strategically, requiring in these early stages more business analysis capability than data science. There were then substantial amounts of expert data cleansing and re-architecture required to ensure the intended insights would be extractable. And then once the data scientists had built and painstakingly fine-tuned the custom models, the team then also distilled the mathematical outputs into comprehensible, usable outputs. From commercial strategy to data architecture and data science, Calligo\u2019s special mix of capabilities was exactly what this project needed.<\/p>\n                                        <p class=\"tt-slide-by\">\n                                            <strong>Michael Boese<\/strong><br\/>\n                                            Senior Manager of Strategic Transformation at T-Mobile                                        <\/p>\n                                    <\/div>\n                                                                    <\/div>\n                            <\/div>\n                                                    <div class=\"tt-slide\">\n                                <div class=\"tt-slide-wrap\">\n                                    <div class=\"tt-slide-content\">\n                                        <div class=\"quote-icon\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.calligo.io\/wp-content\/themes\/calligo\/assets\/images\/icon-quote-blue.svg\" width=\"40\" height=\"33\" alt=\"\" \/><\/div>\n                                        <p>Data science projects often slip up by not sufficiently considering the end user, and how the output is intended to be used in practice. If humans are expected to make decisions based on the model\u2019s calculations, then the data needs to be presented contextually, interactively and attractively. Calligo\u2019s dashboards and visualizations allowed our teams \u2013 most of whom had no analytical experience \u2013 to interact with some of the most advanced data science they would perhaps ever come across, and make strategic decisions simply and confidently. The importance of this skillset cannot be underestimated.<\/p>\n                                        <p class=\"tt-slide-by\">\n                                            <strong>Michael Boese<\/strong><br\/>\n                                            Senior Manager of Strategic Transformation at T-Mobile                                        <\/p>\n                                    <\/div>\n                                                                    <\/div>\n                            <\/div>\n                                                    <div class=\"tt-slide\">\n                                <div class=\"tt-slide-wrap\">\n                                    <div class=\"tt-slide-content\">\n                                        <div class=\"quote-icon\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.calligo.io\/wp-content\/themes\/calligo\/assets\/images\/icon-quote-blue.svg\" width=\"40\" height=\"33\" alt=\"\" \/><\/div>\n                                        <p>The reason Calligo\u2019s machine learning predictions have been proven to be so accurate is not just down to their data science skills. It is because they have an unusual blend of technical expertise and commercial understanding. Statistically-accurate models are commonplace. But teams that can create models that are both mathematically precise and also commercially savvy are very rare, and it is what Calligo specialises in.<\/p>\n                                        <p class=\"tt-slide-by\">\n                                            <strong>Michael Boese<\/strong><br\/>\n                                            Senior Manager of Strategic Transformation at T-Mobile                                        <\/p>\n                                    <\/div>\n                                                                    <\/div>\n                            <\/div>\n                                            <\/div>\n                    <div class=\"slick--navelements\">\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 class=\"block-testimonial-carousel-footer bg--secondary\">\n                    <div class=\"footer-heading\">Calligo can make your data work harder for you.<\/div>\n                    <div class=\"footer-cta\">\n                        <a href=\"https:\/\/www.calligo.io\/contact\/\" class=\"btn btn--hollow btn--primary\" target=\"_blank\" rel=\"noopener\">SPEAK TO AN EXPERT<\/a>                    <\/div>\n                <\/div>\n\t\t    <\/div>\n        <\/div>\n\t<\/div>\n<\/section>\n\n\n\n<section id=\"case-studies\" class=\"block-imagelink-carousel-2      \">\n\t<div class=\"container\">\n\t\t<div class=\"row heading-row\">\n                            <div class=\"col-12\">\n                    <p class=\"overline\" data-aos=\"fade-up\">\n                        CLIENT SUCCESS                    <\/p>\n                <\/div>\n\t\t\t\t\t\t<div class=\"heading-col col-12\">\n                <div data-aos=\"fade-up\">\n\t\t\t        <h2 class=\"heading\">Some of the Telecom clients Calligo has helped<\/h2>                <\/div>\n            <\/div>\t\t\t\n        <\/div>\n        <div class=\"row g-0\">\n                            <div class=\"col-12\">\n                    <div class=\"il2-carousel\" data-aos=\"fade-down\">\n                                                    <a href=\"https:\/\/www.calligo.io\/client-success\/data-analytics-visualisation\/t-mobile\/\" target=\"_blank\" class=\"il2-slide\">\n                                <div class=\"il2-slide-image-wrapper\">\n                                    <picture class=\"il-slide-img behave-as-bg\" alt=\"\"><source media=\"(min-width: 768px)\" data-srcset=\"https:\/\/www.calligo.io\/wp-content\/uploads\/fly-images\/1560\/t-mobile-614x255-c.jpg 1.000x,https:\/\/www.calligo.io\/wp-content\/uploads\/fly-images\/1560\/t-mobile-795x330-c.jpg 1.295x\"> <source media=\"(min-width: 0px)\" data-src=\"https:\/\/www.calligo.io\/wp-content\/uploads\/fly-images\/1560\/t-mobile-398x210-c.jpg\" data-srcset=\"https:\/\/www.calligo.io\/wp-content\/uploads\/fly-images\/1560\/t-mobile-398x210-c.jpg 1.000x,https:\/\/www.calligo.io\/wp-content\/uploads\/fly-images\/1560\/t-mobile-795x419-c.jpg 1.997x\"> <img data-src=\"https:\/\/www.calligo.io\/wp-content\/uploads\/fly-images\/1560\/t-mobile-398x210-c.jpg\" data-srcset=\"https:\/\/www.calligo.io\/wp-content\/uploads\/fly-images\/1560\/t-mobile-398x210-c.jpg 1.000x,https:\/\/www.calligo.io\/wp-content\/uploads\/fly-images\/1560\/t-mobile-795x419-c.jpg 1.997x\" alt=\"\" width=\"614\" height=\"255\" class=\"lazyload\"><\/picture>                                \n                                <\/div>\n                                <div class=\"il2-slide-content\">\n                                    <div class=\"il2-slide-heading\">T-Mobile<\/div>\n                                    <span class=\"btn-arrow-only\"><span>Read more<\/span><\/span>\n                                <\/div>\n                            <\/a>\n                                                <\/div>\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\t<\/div>\n<\/section>\n\n\n\n<section id=\"services\" class=\"block-link-grid  bg--primary     no-wrapper\">\n            <div class=\"container\">\n                            <div class=\"row\">\n                                        <div class=\"heading-col col-12\">\n                        <div data-aos=\"fade-up\">\n                            <h2 class=\"heading\">Telecom Data Services<\/h2>                        <\/div>\n                    <\/div>\n                <\/div>\n                            <div class=\"row\">\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\/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=\"Telecom 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 1.000x,https:\/\/www.calligo.io\/wp-content\/uploads\/fly-images\/5326\/Packshot-02-830x560-cc.jpg 2.000x\"> <source media=\"(min-width: 768px)\" data-srcset=\"https:\/\/www.calligo.io\/wp-content\/uploads\/fly-images\/5326\/Packshot-02-336x226-cc.jpg 1.000x,https:\/\/www.calligo.io\/wp-content\/uploads\/fly-images\/5326\/Packshot-02-672x452-cc.jpg 2.000x\"> <source media=\"(min-width: 0px)\" data-src=\"https:\/\/www.calligo.io\/wp-content\/uploads\/fly-images\/5326\/Packshot-02-351x236-cc.jpg\" data-srcset=\"https:\/\/www.calligo.io\/wp-content\/uploads\/fly-images\/5326\/Packshot-02-351x236-cc.jpg 1.000x,https:\/\/www.calligo.io\/wp-content\/uploads\/fly-images\/5326\/Packshot-02-702x472-cc.jpg 2.000x\"> <img data-src=\"https:\/\/www.calligo.io\/wp-content\/uploads\/fly-images\/5326\/Packshot-02-351x236-cc.jpg\" data-srcset=\"https:\/\/www.calligo.io\/wp-content\/uploads\/fly-images\/5326\/Packshot-02-351x236-cc.jpg 1.000x,https:\/\/www.calligo.io\/wp-content\/uploads\/fly-images\/5326\/Packshot-02-702x472-cc.jpg 2.000x\" alt=\"Telecom article thumbnail\" width=\"415\" height=\"280\" class=\"lazyload\"><\/picture>\t<\/div>\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\">Introducing Calligo&#8217;s New Cybersecurity Risk Assessment Tool<\/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\">21 May 2024<\/p>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t<div class=\"post-card__content-row post-card__author-meta-row\">\n\t\t\t\t<p class=\"author-avatar\">\n\t\t\t\t\t\t\t\t\t<\/p>\n\t\t\t\t<p class=\"author-name\">By <\/p>\n\t\t\t<\/div>\n\t\t\t<\/div>\n\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t<div class=\"col-12 col-md-6 col-lg-5 offset-lg-1 block-featured-latest-cards__list-col\">\n\n\t\t\t\t\t\t\t\t<div class=\"block-featured-latest-cards__cards-list\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.calligo.io\/insights\/news\/calligo-shortlisted-for-artificial-intelligence-innovation-of-the-year\/\" 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\">News<\/p>\n\t\t\t\t\t<\/div>\n\t\t<p class=\"post-card__title\">Calligo Shortlisted for Artificial Intelligence Innovation of the Year at 8th National Technology Awards<\/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\">2 min read<\/p>\n\t\t\t\t<p class=\"post-card__date\">23 Feb 2024<\/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\/what-is-machine-learning-as-a-service-and-when-should-businesses-consider-using-it\/\" class=\"post-card post-card--small post-card--blog 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\">Blog<\/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\">What is Machine Learning as a Service and when should businesses consider using it?<\/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\">8 min read<\/p>\n\t\t\t\t<p class=\"post-card__date\">31 Oct 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-5-use-cases-of-machine-learning-in-the-telecom-industry\/\" 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 5 Use Cases of Machine Learning in the Telecom Industry<\/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\">4 min read<\/p>\n\t\t\t\t<p class=\"post-card__date\">17 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\t\t<a href=\"https:\/\/www.calligo.io\/insights\/resource-library\/de-risk-machine-learning-cio-institute-research-report-2023\/\" class=\"post-card post-card--small 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\">Research Report 2023: De-Risking Machine Learning Projects<\/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\">8 min read<\/p>\n\t\t\t\t<p class=\"post-card__date\">22 Sep 2023<\/p>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t<div class=\"post-card__content-row post-card__author-meta-row\">\n\t\t\t\t<p class=\"author-avatar\">\n\t\t\t\t\t<picture><source media=\"(min-width: 0px)\" data-src=\"https:\/\/www.calligo.io\/wp-content\/uploads\/fly-images\/1295\/Tessa-Jones-38x38-c.png\" data-srcset=\"https:\/\/www.calligo.io\/wp-content\/uploads\/fly-images\/1295\/Tessa-Jones-38x38-c.png 1.000x,https:\/\/www.calligo.io\/wp-content\/uploads\/fly-images\/1295\/Tessa-Jones-76x76-c.png 2.000x\"> <img data-src=\"https:\/\/www.calligo.io\/wp-content\/uploads\/fly-images\/1295\/Tessa-Jones-38x38-c.png\" data-srcset=\"https:\/\/www.calligo.io\/wp-content\/uploads\/fly-images\/1295\/Tessa-Jones-38x38-c.png 1.000x,https:\/\/www.calligo.io\/wp-content\/uploads\/fly-images\/1295\/Tessa-Jones-76x76-c.png 2.000x\" alt=\"\" width=\"38\" height=\"38\" class=\"lazyload\"><\/picture>\t\t\t\t<\/p>\n\t\t\t\t<p class=\"author-name\">By Tessa Jones<\/p>\n\t\t\t<\/div>\n\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\/resource-library\/digital-transformation-ebook\/\" class=\"post-card post-card--small 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\">Rebooting Digital Transformation | 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\">8 min read<\/p>\n\t\t\t\t<p class=\"post-card__date\">11 Jul 2023<\/p>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t<div class=\"post-card__content-row post-card__author-meta-row\">\n\t\t\t\t<p class=\"author-avatar\">\n\t\t\t\t\t<picture><source media=\"(min-width: 0px)\" data-src=\"https:\/\/www.calligo.io\/wp-content\/uploads\/fly-images\/1293\/Adam-Ryan-38x38-c.png\" data-srcset=\"https:\/\/www.calligo.io\/wp-content\/uploads\/fly-images\/1293\/Adam-Ryan-38x38-c.png 1.000x,https:\/\/www.calligo.io\/wp-content\/uploads\/fly-images\/1293\/Adam-Ryan-76x76-c.png 2.000x\"> <img data-src=\"https:\/\/www.calligo.io\/wp-content\/uploads\/fly-images\/1293\/Adam-Ryan-38x38-c.png\" data-srcset=\"https:\/\/www.calligo.io\/wp-content\/uploads\/fly-images\/1293\/Adam-Ryan-38x38-c.png 1.000x,https:\/\/www.calligo.io\/wp-content\/uploads\/fly-images\/1293\/Adam-Ryan-76x76-c.png 2.000x\" alt=\"\" width=\"38\" height=\"38\" class=\"lazyload\"><\/picture>\t\t\t\t<\/p>\n\t\t\t\t<p class=\"author-name\">By Adam Ryan<\/p>\n\t\t\t<\/div>\n\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=\"contact\" 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 Calligo specialist today<\/h2>                <\/div>\n            <\/div>\n\t\t\t                <div class=\"content-col col-12 col-lg-7\">\n                    <div data-aos=\"fade-down\">\n                        <!--[if lte IE 8]>\r\n<script charset=\"utf-8\" type=\"text\/javascript\" src=\"\/\/js.hsforms.net\/forms\/v2-legacy.js\"><\/script>\r\n<![endif]-->\r\n<script charset=\"utf-8\" type=\"text\/javascript\" src=\"\/\/js.hsforms.net\/forms\/v2.js\"><\/script>\r\n<script>\r\n  hbspt.forms.create({\r\nregion: \"na1\",\r\nportalId: \"2889618\",\r\nformId: \"da9f5649-de9d-4410-a1ed-653f04644ac1\"\r\n});\r\n<\/script>                    \n                    <\/div>\n                <\/div>\n\t\t\t        <\/div>\n\t<\/div>\n<\/section>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":33,"featured_media":0,"parent":267,"menu_order":8,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-1574","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Data Solutions for the Telecom Sector | Calligo<\/title>\n<meta name=\"description\" content=\"Data solutions for the telecoms industry. 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