{"id":16175,"date":"2022-04-08T09:16:00","date_gmt":"2022-04-08T09:16:00","guid":{"rendered":"https:\/\/northbaysolutions.com\/blog\/application-and-data-modernization-and-the-power-ai-ml\/"},"modified":"2025-10-24T14:46:52","modified_gmt":"2025-10-24T14:46:52","slug":"application-and-data-modernization-and-the-power-ai-ml","status":"publish","type":"post","link":"https:\/\/northbaysolutions.com\/blog\/application-and-data-modernization-and-the-power-ai-ml\/","title":{"rendered":"Application and Data Modernization, and the Power of AI\/ML"},"content":{"rendered":"<p><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-padding-top:0px;--awb-padding-right:0px;--awb-padding-bottom:0px;--awb-padding-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1310.4px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:30px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-image-element \" style=\"--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><span class=\" fusion-imageframe imageframe-none imageframe-1 hover-type-none\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"800\" title=\"Blog-app-modernization-power-ai-ml-blog final\" src=\"https:\/\/northbaysolutions.com\/wp-content\/uploads\/2022\/04\/Blog-app-modernization-power-ai-ml-blog-final.jpg\" class=\"img-responsive wp-image-16230\" srcset=\"https:\/\/northbaysolutions.com\/wp-content\/uploads\/2022\/04\/Blog-app-modernization-power-ai-ml-blog-final-200x133.jpg 200w, https:\/\/northbaysolutions.com\/wp-content\/uploads\/2022\/04\/Blog-app-modernization-power-ai-ml-blog-final-400x267.jpg 400w, https:\/\/northbaysolutions.com\/wp-content\/uploads\/2022\/04\/Blog-app-modernization-power-ai-ml-blog-final-600x400.jpg 600w, https:\/\/northbaysolutions.com\/wp-content\/uploads\/2022\/04\/Blog-app-modernization-power-ai-ml-blog-final-800x533.jpg 800w, https:\/\/northbaysolutions.com\/wp-content\/uploads\/2022\/04\/Blog-app-modernization-power-ai-ml-blog-final.jpg 1200w\" sizes=\"auto, (max-width: 640px) 100vw, 1200px\" alt=\"\"><\/span><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1 fusion-text-no-margin\" style=\"--awb-text-transform:none;--awb-text-color:#000000;--awb-margin-bottom:30px;\"><p><a href=\"https:\/\/northbaysolutions.com\/services\/application-and-data-modernization\/\">Application and data modernization<\/a> is a means, not an end. That\u2019s why we begin every modernization engagement by first helping customers to define or refine their desired business outcomes, then developing and implementing the mix of technologies and solutions that deliver those outcomes.<\/p>\n<p>AI\/ML applications converge analytics, data science, and automation in order to accelerate <strong><em>new business insights<\/em><\/strong> that drive transformative outcomes. These days, most of our inbound inquiries from customers are those looking to modernize their applications and data in order to adopt an advanced technology like AI\/ML. Many have already started experimenting with implementing a machine learning (ML) solution or are playing with prototypes of artificial intelligence (AI) algorithms.<\/p>\n<p>One of the key values that we deliver is the ability to accelerate experimentation with these technologies. One example is an early-stage health tech company that was still pursuing product-market fit.<\/p>\n<\/div><div class=\"fusion-text fusion-text-2 fusion-text-no-margin\" style=\"--awb-text-transform:none;--awb-text-color:#000000;\"><p>The company used Internet of Things (IoT) sensors to collect data from patients with implanted cardiac pacemakers. The data is then transmitted to the cloud and used to diagnose health conditions such as hypertension, heart arrhythmia, atrial fibrillation, heart attacks, etc. Every night, the company received heart monitoring data for a large patient population via bedside IoT remote monitoring devices. Each patient\u2019s data were analyzed to detect anomalies such as arrhythmia, atrial fibrillation, heart attacks, etc.<\/p>\n<p>However, the company\u2019s existing models only delivered 50% accuracy in the analysis and classification of the heart data. Incorrect diagnosis marginalized their products\u2019 ability to impact positive patient outcomes. By building our customers an improved data lake and <em><strong>accelerating their ability to experiment<\/strong><\/em> with new machine learning algorithms, we helped them increase the accuracy of the IoT data to 95%!<\/p>\n<\/div><div class=\"fusion-title title fusion-title-1 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-font-size:28px;\"><h2 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;font-size:1em;\">Take the Next Step on Your Modernization Journey<\/h2><\/div><div class=\"fusion-text fusion-text-3 fusion-text-no-margin\" style=\"--awb-text-transform:none;--awb-text-color:#000000;--awb-margin-top:10px;--awb-margin-bottom:30px;\"><p>With modern applications and data, organizations can take the first step to become cloud-native, optimize analytics to extract more business value, take advantage of cutting-edge technologies such as AI\/ML, move to microservices, and tighten data security\u2026the list goes on and on.<\/p>\n<p>As an <a href=\"https:\/\/northbaysolutions.com\/partners\/aws-premier-consulting-partner\/\">AWS Premier Consulting Partner<\/a>, NorthBay has experience and expertise to help you:<\/p>\n<h2><a href=\"\/services\/aws-ai-and-machine-learning\/\"><strong style=\"color: var(--awb-color8); font-size: 28px;\" data-fusion-font=\"true\">Modernize your applications and data<\/strong><\/a><\/h2>\n<p>Whether you are ready to <a href=\"https:\/\/northbaysolutions.com\/services\/cloud-migration\/\">migrate applications<\/a> to the public cloud or need to refactor your mission-critical applications to run in the cloud, we have the AWS experience and expertise to maximize your ROI.<\/p>\n<h2><a href=\"\/services\/application-and-data-modernization\/\"><strong style=\"color: var(--awb-color8); font-size: 28px;\" data-fusion-font=\"true\">Leverage the power of AI\/ML<\/strong><\/a><\/h2>\n<p>We\u2019ll work with you to understand where, when, and how best to use <a href=\"https:\/\/northbaysolutions.com\/services\/generative-ai-ml\/\">AI\/ML<\/a> to automate tasks, uncover <a href=\"https:\/\/northbaysolutions.com\/services\/data-lake-and-analytics\/\">business insights<\/a>, and create innovative experiences.<\/p>\n<\/div><\/div><\/div><\/div><\/div><div id=\"jamsessions\" class=\"fusion-container-anchor\"><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-2 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-padding-top:60px;--awb-padding-bottom:0px;--awb-margin-bottom:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-stretch fusion-flex-justify-content-center fusion-flex-content-wrap\" style=\"max-width:1310.4px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-2 fusion_builder_column_1_2 1_2 fusion-flex-column cta-blue-box-col-1\" style=\"--awb-padding-top:24px;--awb-padding-right:24px;--awb-padding-bottom:24px;--awb-padding-left:24px;--awb-padding-bottom-small:0px;--awb-bg-color:var(--awb-color6);--awb-bg-color-hover:var(--awb-color6);--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:0px;--awb-margin-bottom-large:0px;--awb-spacing-left-large:0px;--awb-width-medium:33.333333333333%;--awb-order-medium:0;--awb-spacing-right-medium:0px;--awb-spacing-left-medium:0px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-2 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-text-color:var(--awb-color1);--awb-margin-bottom-small:8px;\"><h3 class=\"fusion-title-heading title-heading-left sm-text-align-center\" style=\"margin:0;\">Have Questions?<\/h3><\/div><div class=\"fusion-text fusion-text-4 sm-text-align-center fusion-text-no-margin\" style=\"--awb-text-color:var(--awb-color1);--awb-margin-bottom:-8px;\"><div class=\"vc_row wpb_row vc_inner vc_row-fluid vc_custom_1577610803999 vc_row-has-fill\">\n<div class=\"wpb_column vc_column_container vc_col-sm-9\">\n<div class=\"vc_column-inner\">\n<div class=\"wpb_wrapper\">\n<div class=\"wpb_text_column wpb_content_element \">\n<div class=\"wpb_wrapper\">\n<p>We\u2019re here to help you maximize the benefits of the Application and Data Modernization.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-3 fusion_builder_column_1_2 1_2 fusion-flex-column cta-blue-box-col-2\" style=\"--awb-padding-top:24px;--awb-padding-right:24px;--awb-padding-bottom:24px;--awb-padding-left:24px;--awb-padding-top-small:10px;--awb-bg-color:var(--awb-color6);--awb-bg-color-hover:var(--awb-color6);--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:0px;--awb-margin-bottom-large:0px;--awb-spacing-left-large:0px;--awb-width-medium:40%;--awb-order-medium:0;--awb-spacing-right-medium:0px;--awb-spacing-left-medium:0px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-center fusion-content-layout-column\"><div style=\"text-align:center;\"><a class=\"fusion-button button-flat button-xlarge button-scheme-0 fusion-button-scheme-0 button-1 fusion-button-default-span fusion-button-default-type dpa-btn-schedule\" 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Expert<\/span><\/a><\/div><\/div><\/div><\/div><\/div><\/div><\/p>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":266,"featured_media":16230,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[55,26],"tags":[57,88,33],"class_list":["post-16175","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","category-application-and-data-modernization","tag-all-industries","tag-exclude","tag-tech-saas"],"_links":{"self":[{"href":"https:\/\/northbaysolutions.com\/wp-json\/wp\/v2\/posts\/16175","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/northbaysolutions.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/northbaysolutions.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/northbaysolutions.com\/wp-json\/wp\/v2\/users\/266"}],"replies":[{"embeddable":true,"href":"https:\/\/northbaysolutions.com\/wp-json\/wp\/v2\/comments?post=16175"}],"version-history":[{"count":10,"href":"https:\/\/northbaysolutions.com\/wp-json\/wp\/v2\/posts\/16175\/revisions"}],"predecessor-version":[{"id":25047,"href":"https:\/\/northbaysolutions.com\/wp-json\/wp\/v2\/posts\/16175\/revisions\/25047"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/northbaysolutions.com\/wp-json\/wp\/v2\/media\/16230"}],"wp:attachment":[{"href":"https:\/\/northbaysolutions.com\/wp-json\/wp\/v2\/media?parent=16175"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/northbaysolutions.com\/wp-json\/wp\/v2\/categories?post=16175"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/northbaysolutions.com\/wp-json\/wp\/v2\/tags?post=16175"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}