{"id":14022,"date":"2024-11-17T01:01:36","date_gmt":"2024-11-17T06:01:36","guid":{"rendered":"https:\/\/ptp.cloud\/?p=14022"},"modified":"2025-07-22T01:00:25","modified_gmt":"2025-07-22T05:00:25","slug":"data-orchestration-steps-to-success-in-life-sciences","status":"publish","type":"post","link":"https:\/\/ptp.cloud\/data-orchestration-steps-to-success-in-life-sciences\/","title":{"rendered":"Data Orchestration in Life Sciences: AWS-Powered Strategies for AI, ML, and Scale"},"content":{"rendered":"[et_pb_section fb_built=&#8221;1&#8243; admin_label=&#8221;section&#8221; _builder_version=&#8221;4.16&#8243; da_disable_devices=&#8221;off|off|off&#8221; global_colors_info=&#8221;{}&#8221; da_is_popup=&#8221;off&#8221; da_exit_intent=&#8221;off&#8221; da_has_close=&#8221;on&#8221; da_alt_close=&#8221;off&#8221; da_dark_close=&#8221;off&#8221; da_not_modal=&#8221;on&#8221; da_is_singular=&#8221;off&#8221; da_with_loader=&#8221;off&#8221; da_has_shadow=&#8221;on&#8221;][et_pb_row admin_label=&#8221;row&#8221; _builder_version=&#8221;4.16&#8243; background_size=&#8221;initial&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_code _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; hover_enabled=&#8221;0&#8243; sticky_enabled=&#8221;0&#8243;]\n<article><!-- [et_pb_line_break_holder] -->  <pee><!-- [et_pb_line_break_holder] -->    In this PTP LinkedIn Live Lunch and Learn, host Jon Myer welcomes Scott Scheirey, PTP\u2019s Director of Cloud Architecture, to break down the complexities of data orchestration in life sciences. This 15-minute session delivers fast, actionable insights into how life sciences organizations can eliminate data silos, streamline workflows, and accelerate AI and machine learning initiatives using <a href=\"https:\/\/aws.amazon.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">AWS<\/a> and <a href=\"https:\/\/ptp.cloud\/services\/\" title=\"managed IT services for life sciences\">managed IT services for life sciences<\/a>.<!-- [et_pb_line_break_holder] -->  <\/pee><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->  <\/p>\n<div style=\"position: relative; padding-bottom: 56.25%; height: 0; overflow: hidden; margin-top: 1.5em;\"><!-- [et_pb_line_break_holder] -->    <iframe style=\"position: absolute; top: 0; left: 0; width: 100%; height: 100%; border: 0;\" src=\"https:\/\/www.youtube-nocookie.com\/embed\/bAE0VxwFtQo?rel=0\" title=\"Data Orchestration for Life Sciences with AWS\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" allowfullscreen loading=\"lazy\" referrerpolicy=\"strict-origin-when-cross-origin\"><\/iframe><!-- [et_pb_line_break_holder] -->  <\/div>\n<p><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->  <\/p>\n<div style=\"text-align: center; margin: 1.5em 0;\"><!-- [et_pb_line_break_holder] -->    <a href=\"https:\/\/www.youtube.com\/watch?v=bAE0VxwFtQo\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"Watch the full video on YouTube\" style=\"text-decoration: none;\"><!-- [et_pb_line_break_holder] -->      <strong>Watch the full video on YouTube<\/strong><!-- [et_pb_line_break_holder] -->      <img src=\"https:\/\/ptp.cloud\/wp-content\/uploads\/2024\/09\/Youtube-icon-300x300.png\" alt=\"Watch managed cloud services for life sciences in action \u2013 Data Orchestration with AWS\" width=\"26\" height=\"26\" loading=\"lazy\" decoding=\"async\" style=\"vertical-align: middle; margin-left: 8px;\" \/><!-- [et_pb_line_break_holder] -->    <\/a><!-- [et_pb_line_break_holder] -->  <\/div>\n<p><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->  <\/p>\n<h3>The Complexity of Life Sciences Data<\/h3>\n<p><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->  <pee><!-- [et_pb_line_break_holder] -->    Life sciences organizations handle a range of sensitive and structured data\u2014from genomics and proteomics to imaging and real-time lab instrumentation. As Scott Scheirey explains, orchestration isn&#8217;t just about data transfer; it\u2019s about routing, transforming, and structuring that data to be usable for research, insights, and decision-making. Compared to other industries, <a href=\"https:\/\/ptp.cloud\/services\/netops\/managed-networks\/\" title=\"biotech IT support\">biotech IT support<\/a> must be tailored to high-throughput environments and evolving research methods, often delivered through <a href=\"https:\/\/ptp.cloud\/services\/secops\/it-infrastructure-security\/\" title=\"managed IT for labs\">managed IT for labs<\/a>.<!-- [et_pb_line_break_holder] -->  <\/pee><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->  <\/p>\n<h3>Breaking Down Silos to Unlock Latent Data<\/h3>\n<p><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->  <pee><!-- [et_pb_line_break_holder] -->    Data silos are common in research labs, where genomics, imaging, and proteomics operate independently. PTP works with teams to centralize and standardize access using tools like <a href=\"https:\/\/aws.amazon.com\/s3\/\" target=\"_blank\" rel=\"noopener noreferrer\">Amazon S3<\/a>, enabling collaborative insight generation. Cross-domain synergy is essential for uncovering latent relationships and driving real-time discovery in clinical research and beyond. This is where <a href=\"https:\/\/ptp.cloud\/services\/userops\/\" title=\"IT services for biotech labs\">IT services for biotech labs<\/a> and <a href=\"https:\/\/ptp.cloud\/services\/secops\/security-risk-assessment\/\" title=\"IT infrastructure for life sciences companies\">IT infrastructure for life sciences companies<\/a> come into play.<!-- [et_pb_line_break_holder] -->  <\/pee><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->  <\/p>\n<h3>How AWS Supports Scalable Data Orchestration<\/h3>\n<p><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->  <pee><!-- [et_pb_line_break_holder] -->    Scott outlines how AWS services\u2014including <a href=\"https:\/\/aws.amazon.com\/batch\/\" target=\"_blank\" rel=\"noopener noreferrer\">AWS Batch<\/a>, <a href=\"https:\/\/aws.amazon.com\/healthomics\/\" target=\"_blank\" rel=\"noopener noreferrer\">AWS HealthOmics<\/a>, and <a href=\"https:\/\/aws.amazon.com\/step-functions\/\" target=\"_blank\" rel=\"noopener noreferrer\">AWS Step Functions<\/a>\u2014support high-performance orchestration pipelines. These tools empower research teams to scale workflows, reduce latency, and meet compliance requirements like HIPAA and GxP across geographies, supported by <a href=\"https:\/\/ptp.cloud\/services\/secops\/managed-security\/\" title=\"HIPAA-compliant MSP for biotech\">HIPAA-compliant MSP for biotech<\/a> and <a href=\"https:\/\/ptp.cloud\/services\/secops\/security-monitoring\/\" title=\"IT services for CROs\">IT services for CROs<\/a>.<!-- [et_pb_line_break_holder] -->  <\/pee><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->  <\/p>\n<h3>From Startups to Scale: Tailoring the Strategy<\/h3>\n<p><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->  <pee><!-- [et_pb_line_break_holder] -->    For biotech startups, the orchestration challenge often begins with centralizing fragmented data and building minimal pipelines. More mature organizations, on the other hand, face challenges related to optimization, automation, and cost-efficiency. PTP tailors its approach to help companies at any stage unlock the value of their data with <a href=\"https:\/\/ptp.cloud\/services\/devops\/\" title=\"IT consulting for biotech startups\">IT consulting for biotech startups<\/a> and <a href=\"https:\/\/ptp.cloud\/services\/secops\/virtual-ciso-services\/\" title=\"MSP services for lab compliance\">MSP services for lab compliance<\/a>.<!-- [et_pb_line_break_holder] -->  <\/pee><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->  <\/p>\n<h3>Laying the Groundwork for AI and ML<\/h3>\n<p><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->  <pee><!-- [et_pb_line_break_holder] -->    Data orchestration is foundational to AI and machine learning success. Without structured, formatted data, training and inference become ineffective. PTP ensures clients have the infrastructure and workflow automation in place to power these models efficiently, supporting <a href=\"https:\/\/ptp.cloud\/services\/\" title=\"life sciences IT support\">life sciences IT support<\/a> for everything from clinical trials to drug discovery with <a href=\"https:\/\/ptp.cloud\/services\/cloudops\/cloud-assessment\/\" title=\"research data IT services\">research data IT services<\/a> and <a href=\"https:\/\/ptp.cloud\/services\/cloudops\/cloud-engineering\/\" title=\"scientific computing IT support\">scientific computing IT support<\/a>.<!-- [et_pb_line_break_holder] -->  <\/pee><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->  <\/p>\n<h3>Steps to Orchestration Success<\/h3>\n<p><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->  <\/p>\n<h4 style=\"margin-top: 1em;\">Key Orchestration Steps<\/h4>\n<p><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->  <\/p>\n<ol><!-- [et_pb_line_break_holder] -->    <\/p>\n<li>Centralize data using Amazon S3 or other cloud-native storage platforms.<\/li>\n<p><!-- [et_pb_line_break_holder] -->    <\/p>\n<li>Define and deploy pipelines aligned with key research use cases.<\/li>\n<p><!-- [et_pb_line_break_holder] -->    <\/p>\n<li>Leverage orchestration tools like Nextflow and AWS Step Functions for automation.<\/li>\n<p><!-- [et_pb_line_break_holder] -->    <\/p>\n<li>Continuously evaluate and refine pipelines to enhance performance and reduce cost.<\/li>\n<p><!-- [et_pb_line_break_holder] -->  <\/ol>\n<p><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->  <pee><!-- [et_pb_line_break_holder] -->    This approach supports sustainable growth through <a href=\"https:\/\/ptp.cloud\/services\/cloudops\/\" title=\"managed cloud services for life sciences\">managed cloud services for life sciences<\/a> and scalable <a href=\"https:\/\/ptp.cloud\/services\/cloudops\/cloud-optimization-and-management\/\" title=\"IT managed service provider for biotech companies\">IT managed service provider for biotech companies<\/a>.<!-- [et_pb_line_break_holder] -->  <\/pee><!-- [et_pb_line_break_holder] --><\/article>\n<p><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] --><script type=\"application\/ld+json\"><!-- [et_pb_line_break_holder] -->{<!-- [et_pb_line_break_holder] -->  \"@context\": \"https:\/\/schema.org\",<!-- [et_pb_line_break_holder] -->  \"@type\": \"VideoObject\",<!-- [et_pb_line_break_holder] -->  \"name\": \"Data Orchestration for Life Sciences with AWS\",<!-- [et_pb_line_break_holder] -->  \"description\": \"Scott Scheirey, Director of Cloud Architecture at PTP, breaks down how life sciences organizations can use AWS-native tools to streamline data orchestration, eliminate silos, and accelerate AI and ML initiatives.\",<!-- [et_pb_line_break_holder] -->  \"thumbnailUrl\": \"https:\/\/i.ytimg.com\/vi\/bAE0VxwFtQo\/maxresdefault.jpg\",<!-- [et_pb_line_break_holder] 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CROs, managed IT services for labs, IT infrastructure for life sciences companies, IT managed service provider for life sciences, laboratory IT services, secure IT services for biotech, biotech IT services, IT services for biotech labs, managed IT provider for biotech companies, compliant IT services for research labs, HIPAA IT support for biotech, research IT support services, IT consulting for biotech startups, biotech infrastructure support, secure lab IT support, MSP for life sciences, Biotech MSP services, MSP for biotech companies, MSP for genomics research, Scientific research MSP, Clinical research MSP, GxP-compliant MSP, HIPAA-compliant MSP for biotech, MSP services for lab compliance, MSP for research labs, MSP for CROs, MSP for life sciences compliance, Outsourced MSP for biotech, AWS MSP for life sciences, MSP services for biotech\",<!-- [et_pb_line_break_holder] -->  \"transcript\": \"Scott Scheirey from PTP explains how AWS-native tools streamline data orchestration in life sciences. He outlines how to eliminate data silos, centralize research workflows, and prepare for AI\/ML adoption. Topics include AWS Step Functions, HealthOmics, S3, and real-world biotech use cases.\"<!-- [et_pb_line_break_holder] -->}<!-- [et_pb_line_break_holder] --><\/script><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] --><\/p>\n<section style=\"background-color: #f4f4f4; padding: 2em; border-radius: 8px; margin-top: 2em;\"><!-- [et_pb_line_break_holder] -->  <\/p>\n<h3>Expert Panel on Managed IT and Data Orchestration in Life Sciences<\/h3>\n<p><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->  <pee><strong>01:10<\/strong> \u2013 Challenges in life sciences IT support and data orchestration<\/pee><!-- [et_pb_line_break_holder] -->  <pee><strong>02:38<\/strong> \u2013 Structuring data for compliant use in clinical research IT systems<\/pee><!-- [et_pb_line_break_holder] -->  <pee><strong>03:40<\/strong> \u2013 Differences in IT infrastructure for biotech startups vs. established life sciences firms<\/pee><!-- [et_pb_line_break_holder] -->  <pee><strong>06:20<\/strong> \u2013 How AWS MSP services support managed IT for research labs and biotech<\/pee><!-- [et_pb_line_break_holder] -->  <pee><strong>09:07<\/strong> \u2013 PTP\u2019s managed IT solutions for streamlined scientific data processes<\/pee><!-- [et_pb_line_break_holder] -->  <pee><strong>11:02<\/strong> \u2013 The impact of data orchestration on AI, machine learning, and biotech IT support<\/pee><!-- [et_pb_line_break_holder] -->  <pee><strong>12:34<\/strong> \u2013 Keys to success: Choosing the right managed IT provider for life sciences companies<\/pee><!-- [et_pb_line_break_holder] -->  <pee><strong>15:00<\/strong> \u2013 Final insights on life sciences compliance and outsourced IT services<\/pee><!-- [et_pb_line_break_holder] --><\/section>\n<p><!-- [et_pb_line_break_holder] -->[\/et_pb_code][et_pb_code _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; hover_enabled=&#8221;0&#8243; sticky_enabled=&#8221;0&#8243;][\/et_pb_code][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;#ffffff&#8221; custom_margin=&#8221;27px|auto||auto||&#8221; custom_padding=&#8221;18px|18px|18px|18px|true|true&#8221; border_radii=&#8221;on|5px|5px|5px|5px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]\n<h3>The PTP Advantage<\/h3>\n<p>As a trusted <a href=\"\/it-provider-for-life-sciences-companies\/\">IT provider for life sciences companies<\/a>, PTP delivers compliant, secure, and scalable data solutions tailored to biotech and research organizations. From cloud migration to <a href=\"\/devops\/\">DevOps<\/a> support, we help teams focus on discovery\u2014not infrastructure.<\/p>\n[\/et_pb_text][dsm_button button_one_text=&#8221;\ud83d\udc49Request a Free Proof of Concept&#8221; button_one_url=&#8221;https:\/\/ptp.cloud\/services\/secops\/managed-security\/#form&#8221; button_two_text=&#8221;\ud83d\udc49 PTP&#8217;s AWS Marketplace Offers&#8221; button_two_url=&#8221;https:\/\/aws.amazon.com\/marketplace\/seller-profile?id=40aef862-90e2-4a5f-9d98-2ef74b6cbf15&#8243; button_alignment=&#8221;left&#8221; separator_text=&#8221;or explore&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; custom_button_one=&#8221;on&#8221; button_one_text_size=&#8221;14px&#8221; button_one_text_color=&#8221;#ffffff&#8221; button_one_bg_color=&#8221;#0eabf4&#8243; button_one_border_width=&#8221;0px&#8221; button_one_border_radius=&#8221;3px&#8221; button_one_font=&#8221;|600|||||||&#8221; button_one_use_icon=&#8221;off&#8221; button_one_custom_margin=&#8221;|11px|||false|false&#8221; custom_button_two=&#8221;on&#8221; button_two_text_size=&#8221;14px&#8221; button_two_text_color=&#8221;#ffffff&#8221; button_two_bg_color=&#8221;#0eabf4&#8243; button_two_border_width=&#8221;0px&#8221; button_two_border_radius=&#8221;3px&#8221; button_two_font=&#8221;|600|||||||&#8221; button_two_use_icon=&#8221;off&#8221; custom_margin=&#8221;|||0px|false|false&#8221; box_shadow_style_button_one=&#8221;preset2&#8243; box_shadow_style_button_two=&#8221;preset2&#8243; box_shadow_blur_button_two=&#8221;19px&#8221; global_colors_info=&#8221;{}&#8221;][\/dsm_button][\/et_pb_column][\/et_pb_row][\/et_pb_section]\n<span class=\"et_bloom_bottom_trigger\"><\/span>","protected":false},"excerpt":{"rendered":"<p>The PTP Advantage As a trusted IT provider for life sciences companies, PTP delivers compliant, secure, and scalable data solutions tailored to biotech and research organizations. From cloud migration to DevOps support, we help teams focus on discovery\u2014not infrastructure.<div class=\"et_pb_module dsm_button dsm_button_0 et_pb_bg_layout_light\">\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<div class=\"et_pb_module_inner\">\n\t\t\t\t\t<div class=\"et_pb_button_module_wrappers dsm_button_0_wrapper et_pb_button_alignment_&#8221;left&#8221; et_pb_module dsm-button-seperator\">\n\t\t\t\t<a class=\"et_pb_button et_pb_button_one et_pb_bg_layout_light dsm-none \"  href=\"\" data-dsm-lightbox-id=\"dsm_button_one_lightbox dsm_button_0\">&#8221;\ud83d\udc49Request<\/a><span class=\"dsm-button-separator-text\">&#8221;or<\/span><a class=\"et_pb_button et_pb_button_two et_pb_bg_layout_light dsm-none \"  href=\"\" data-dsm-lightbox-id=\"dsm_button_two_lightbox dsm_button_0\">&#8221;\ud83d\udc49<\/a>\n\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div><\/p>\n","protected":false},"author":445,"featured_media":16829,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"[embed]https:\/\/www.youtube.com\/watch?v=bAE0VxwFtQo[\/embed]\r\n\r\n\u00a0\r\n\r\nIn this <strong>PTP LinkedIn Live Lunch and Learn<\/strong>, Scott Scheirey delves into the challenges and strategies for successful data orchestration in the life sciences industry. Hosted by John Myer, this engaging 15-minute session covers key insights on how organizations can streamline their data processes, integrate cutting-edge tools like AWS, and support modern AI and machine learning workflows.\r\n\r\n<hr \/>\r\n\r\n<h2><\/h2>\r\n<h2>\ud83d\udccc Topics Covered:<\/h2>\r\n<ul>\r\n \t<li>Unique challenges in life sciences data orchestration<\/li>\r\n \t<li>Breaking down data silos for better collaboration<\/li>\r\n \t<li>AWS tools and their role in streamlining workflows<\/li>\r\n \t<li>How data orchestration supports AI and machine learning models<\/li>\r\n \t<li>Practical steps for successful data orchestration implementation<\/li>\r\n<\/ul>\r\n\r\n<hr \/>\r\n\r\n<h2><\/h2>\r\n<h2>Key Insights from the Session:<\/h2>\r\n<h3><\/h3>\r\n<h3>1. The Complexity of Life Sciences Data<\/h3>\r\nLife sciences organizations manage diverse data types\u2014imaging, proteomics, and genomics\u2014that require careful structuring and orchestration. Data from instruments like sequencers or imaging tools needs to be processed and routed correctly for downstream analysis, posing unique challenges compared to other industries.\r\n<h3>2. Breaking Down Data Silos<\/h3>\r\nScott highlights the importance of integrating data from traditionally siloed research areas. For example, combining insights from proteomics and genomics enables researchers to unlock latent space data for deeper, more comprehensive analyses. This requires breaking down barriers between teams and centralizing data for accessibility.\r\n<h3>3. AWS\u2019s Role in Data Orchestration<\/h3>\r\nAWS is a critical enabler of data orchestration in life sciences. From <strong>Amazon S3<\/strong> for scalable storage to <strong>AWS Batch<\/strong> for parallel data processing, AWS tools provide the infrastructure needed to manage complex workflows. AWS also supports advanced research needs through solutions like <strong>HealthOmics<\/strong> and <strong>HealthLake<\/strong>, helping organizations scale their operations and collaborate across locations.\r\n<h3>4. Practical Steps for Success<\/h3>\r\nScott emphasizes starting small and scaling as the organization grows:\r\n<ul>\r\n \t<li><strong>Step 1<\/strong>: Make data findable and accessible by centralizing it in systems like <strong>S3<\/strong>.<\/li>\r\n \t<li><strong>Step 2<\/strong>: Build specific workflows to address key research needs, such as AI and machine learning applications.<\/li>\r\n \t<li><strong>Step 3<\/strong>: Leverage tools like <strong>AWS Step Functions<\/strong> and <strong>Nextflow<\/strong> to automate and optimize pipelines.<\/li>\r\n \t<li><strong>Step 4<\/strong>: Continuously evaluate and refine workflows to improve performance and reduce costs.<\/li>\r\n<\/ul>\r\n<h3>5. AI and Machine Learning Depend on Data Orchestration<\/h3>\r\nData orchestration is foundational for powering AI\/ML models. Organizations must ensure that data is not only accessible but also formatted correctly for model training. Scott shared examples of how PTP helps clients integrate and manage their data to support AI\/ML initiatives, enabling better insights and faster results.\r\n\r\n<hr \/>\r\n\r\n<h2><\/h2>\r\n<h2>Key Takeaways:<\/h2>\r\n\u00a0\r\n<ul>\r\n \t<li><strong>Start Small, Scale Smart<\/strong>: Centralizing data is the first step. Once accessible, workflows can be customized to meet research needs.<\/li>\r\n \t<li><strong>AWS as a Catalyst<\/strong>: Tools like S3, Batch, and Step Functions provide scalable solutions for data orchestration challenges.<\/li>\r\n \t<li><strong>Support AI\/ML Goals<\/strong>: Structured, orchestrated data is essential for unlocking the full potential of AI and machine learning.<\/li>\r\n \t<li><strong>Break Down Silos<\/strong>: Collaboration between research areas is key to extracting meaningful insights from data.<\/li>\r\n<\/ul>\r\n\r\n<hr \/>\r\n\r\n<h2><\/h2>\r\n<h2>Timeline:<\/h2>\r\n\u00a0\r\n<ul>\r\n \t<li><strong>00:01<\/strong> \u2013 Introduction & Dad Joke: \"Why are toilets good at poker?\"<\/li>\r\n \t<li><strong>01:10<\/strong> \u2013 Challenges in life sciences data orchestration<\/li>\r\n \t<li><strong>02:38<\/strong> \u2013 Structuring data for meaningful use<\/li>\r\n \t<li><strong>03:40<\/strong> \u2013 Differences between startups and established firms in data management<\/li>\r\n \t<li><strong>06:20<\/strong> \u2013 How AWS supports life sciences data orchestration<\/li>\r\n \t<li><strong>09:07<\/strong> \u2013 PTP solutions for streamlined data processes<\/li>\r\n \t<li><strong>11:02<\/strong> \u2013 Impact of orchestration on AI and machine learning<\/li>\r\n \t<li><strong>12:34<\/strong> \u2013 Steps to success for established companies<\/li>\r\n \t<li><strong>15:00<\/strong> \u2013 Closing remarks<\/li>\r\n<\/ul>\r\n\r\n<hr \/>\r\n\r\n<h2><\/h2>\r\n<h2>\ud83d\udd17 Connect with PTP<\/h2>\r\n\u00a0\r\n\r\nIf you\u2019re interested in learning more about data orchestration and how PTP can support your organization\u2019s cloud journey, <strong><a href=\"https:\/\/www.youtube.com\/watch?v=bAE0VxwFtQo\" rel=\"noopener\">watch the full Lunch & Learn session<\/a><\/strong>\u00a0and\u00a0<a href=\"https:\/\/www.youtube.com\/@ptpcloud\">Connect with PTP on Youtube\u00a0\u00a0<img class=\"wp-image-13702 alignnone size-medium\" src=\"https:\/\/ptp.cloud\/wp-content\/uploads\/2024\/09\/Youtube-icon-300x300.png\" alt=\"\" width=\"26\" height=\"26\" \/>\u00a0<\/a>for future updates and events.","_et_gb_content_width":"","content-type":"","_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[83],"tags":[],"table_tags":[],"class_list":["post-14022","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-learning-videos-archive"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.1.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Data Orchestration in Life Sciences: AWS Strategies for AI, ML, and Growth<\/title>\n<meta name=\"description\" content=\"Learn how PTP helps life sciences organizations streamline data orchestration with AWS tools to support AI and 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