{"id":14801,"date":"2020-10-01T21:46:10","date_gmt":"2020-10-02T01:46:10","guid":{"rendered":"https:\/\/ptp.cloud\/?p=14801"},"modified":"2025-08-12T03:53:13","modified_gmt":"2025-08-12T07:53:13","slug":"scalable-cloud-analytics-amag-pharmaceuticals-aws","status":"publish","type":"post","link":"https:\/\/ptp.cloud\/scalable-cloud-analytics-amag-pharmaceuticals-aws\/","title":{"rendered":"Transforming Data Analytics for Life Sciences and AMAG Pharmaceuticals with 100% Uptime on AWS"},"content":{"rendered":"[et_pb_section fb_built=&#8221;1&#8243; custom_padding_last_edited=&#8221;on|tablet&#8221; admin_label=&#8221;Section&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;#3e489d&#8221; background_image=&#8221;https:\/\/ptp.cloud\/wp-content\/uploads\/2024\/10\/Square-Pattern-Hero-Background.png&#8221; custom_padding=&#8221;5px||||false|false&#8221; custom_padding_tablet=&#8221;40px||40px||true|false&#8221; custom_padding_phone=&#8221;40px||40px||true|false&#8221; da_disable_devices=&#8221;off|off|off&#8221; locked=&#8221;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 column_structure=&#8221;2_3,1_3&#8243; make_equal=&#8221;on&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; width=&#8221;85%&#8221; max_width=&#8221;1380px&#8221; custom_padding=&#8221;63px||1px|||&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;2_3&#8243; module_class=&#8221;col-vert-cent&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_heading title=&#8221;Transforming Data Analytics for Life Sciences and AMAG Pharmaceuticals with 100% Uptime* on AWS&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; title_font=&#8221;&#8211;et_global_heading_font|700|||||||&#8221; title_text_color=&#8221;#ffffff&#8221; title_font_size=&#8221;3.5rem&#8221; title_line_height=&#8221;1.2em&#8221; max_width_tablet=&#8221;620px&#8221; max_width_phone=&#8221;620px&#8221; max_width_last_edited=&#8221;on|tablet&#8221; custom_padding=&#8221;40px||||false|false&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_heading][\/et_pb_column][et_pb_column type=&#8221;1_3&#8243; module_class=&#8221;col-vert-cent&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_image src=&#8221;https:\/\/ptp.cloud\/wp-content\/uploads\/2024\/10\/PTP-Hero-Section-Goat-Illustration-min.png&#8221; alt=&#8221;Illustration of Goat working on servers leading data to the cloud and to a proved treatment&#8221; title_text=&#8221;PTP Hero Section Goat Illustration&#8221; align=&#8221;center&#8221; disabled_on=&#8221;on|off|off&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; max_width_tablet=&#8221;75%&#8221; max_width_phone=&#8221;75%&#8221; max_width_last_edited=&#8221;on|tablet&#8221; custom_padding=&#8221;25px||25px||true|false&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][\/et_pb_column][\/et_pb_row][et_pb_row make_equal=&#8221;on&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; width=&#8221;85%&#8221; max_width=&#8221;1380px&#8221; custom_margin=&#8221;|auto|29px|auto||&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; module_class=&#8221;col-vert-cent&#8221; _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; text_font=&#8221;&#8211;et_global_heading_font|300|||||||&#8221; text_text_color=&#8221;#ffffff&#8221; text_font_size=&#8221;1.5rem&#8221; text_line_height=&#8221;2.1rem&#8221; max_width_tablet=&#8221;620px&#8221; max_width_phone=&#8221;620px&#8221; max_width_last_edited=&#8221;on|tablet&#8221; global_colors_info=&#8221;{}&#8221;]\n<p>AMAG Pharmaceuticals is committed to addressing unmet medical needs through innovative therapies. Headquartered in Waltham, Massachusetts, AMAG focuses on treating complex health conditions such as anemia, pregnancy complications, and menopause-related issues. The company also collaborates with patients and healthcare professionals to improve access to care through education and support programs.<\/p>\n<p>AMAG invests in therapies at various stages of development, advancing them through clinical trials and regulatory processes to deliver transformative treatment options to patients. To support its mission, AMAG needed a real-time data analytics platform for ERP data measurement, product analysis, forecasting, and revenue prediction. This platform required 24\/7 availability and accessibility for a distributed user base.<\/p>\n[\/et_pb_text][dsm_icon_list icon_font_size_tablet=&#8221;&#8221; icon_font_size_phone=&#8221;20px&#8221; icon_font_size_last_edited=&#8221;on|phone&#8221; module_class=&#8221;hero-stat&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;13px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][dsm_icon_list_child text=&#8221;*AMAG achieved 100% uptime availability in AWS, ensuring uninterrupted access to critical data analytics and reporting for improved productivity and user satisfaction.&#8221; font_icon=&#8221;&#xf021;||fa||900&#8243; icon_padding=&#8221;1px&#8221; icon_font_size=&#8221;2rem&#8221; url_new_window=&#8221;on&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;&#8211;et_global_heading_font|500|on||||||&#8221; text_text_color=&#8221;#0ca8fc&#8221; text_font_size=&#8221;1.2rem&#8221; text_line_height=&#8221;1.25rem&#8221; text_font_size_tablet=&#8221;1.2rem&#8221; text_font_size_phone=&#8221;1rem&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;][\/dsm_icon_list_child][\/dsm_icon_list][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; admin_label=&#8221;section&#8221; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;32px||1px|||&#8221; da_disable_devices=&#8221;off|off|off&#8221; locked=&#8221;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 column_structure=&#8221;1_2,1_2&#8243; make_equal=&#8221;on&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; width=&#8221;85%&#8221; max_width=&#8221;1380px&#8221; custom_padding=&#8221;8px||1px|||&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_2&#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; text_font=&#8221;&#8211;et_global_heading_font||||||||&#8221; text_text_color=&#8221;gcid-secondary-color&#8221; text_font_size=&#8221;28px&#8221; text_line_height=&#8221;2rem&#8221; custom_margin=&#8221;45px||||false|false&#8221; custom_padding=&#8221;||||false|false&#8221; text_font_size_tablet=&#8221;28px&#8221; text_font_size_phone=&#8221;24px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{%22gcid-secondary-color%22:%91%22text_text_color%22%93}&#8221;]\n<h2><span style=\"font-size: xx-large; color: #0c71c3;\"><strong>The Challenge<\/strong><\/span><\/h2>\n[\/et_pb_text][\/et_pb_column][et_pb_column type=&#8221;1_2&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_image src=&#8221;https:\/\/ptp.cloud\/wp-content\/uploads\/2020\/10\/AMAG_Logo.jpg&#8221; alt=&#8221;The AMAG Pharmaceuticals logo features the word %22amag%22 in lowercase, gray letters with %22PHARMACEUTICALS%22 in smaller, uppercase, green letters below. To the left of the text is a geometric design consisting of three green and yellow shaded cubes connected to form a larger, triangular shape.&#8221; title_text=&#8221;AMAG Logo&#8221; url=&#8221;https:\/\/amagpharmadev.wpengine.com\/&#8221; url_new_window=&#8221;on&#8221; align=&#8221;center&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; max_height=&#8221;100px&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][\/et_pb_column][\/et_pb_row][et_pb_row make_equal=&#8221;on&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; width=&#8221;85%&#8221; max_width=&#8221;1380px&#8221; custom_padding=&#8221;19px||63px|||&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; module_class=&#8221;col-vert-cent&#8221; _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; text_font=&#8221;&#8211;et_global_heading_font|300|||||||&#8221; text_text_color=&#8221;gcid-secondary-color&#8221; text_font_size=&#8221;28px&#8221; text_line_height=&#8221;2.3rem&#8221; custom_margin=&#8221;||7px|||&#8221; text_font_size_tablet=&#8221;28px&#8221; text_font_size_phone=&#8221;24px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{%22gcid-secondary-color%22:%91%22text_text_color%22,%22text_text_color%22,%22text_text_color%22%93}&#8221;]\n<p><span style=\"color: rgba(0, 0, 0, 0.74);\">AMAG\u2019s Tableau analytics environment was hosted on on-premises servers, but rapid growth created several obstacles:<\/span><\/p>\n<p><span style=\"color: rgba(0, 0, 0, 0.74);\"><strong>Data Growth<\/strong><br \/>Increasing product lines caused a surge in data volumes, complicating reporting and analytics processes.<\/span><\/p>\n<p><span style=\"color: rgba(0, 0, 0, 0.74);\"><strong>Complex Reporting<\/strong><br \/>Daily reporting demands and compliance with HIPAA regulations became increasingly challenging.<\/span><\/p>\n<p><span style=\"color: rgba(0, 0, 0, 0.74);\"><strong>Limited Scalability<\/strong><br \/>Expanding CPU, memory, and storage required a lengthy procurement and implementation process, hindering business agility.<\/span><\/p>\n<p><span style=\"color: rgba(0, 0, 0, 0.74);\"><strong>Downtime Risks<\/strong><br \/>Power outages impacted access to critical services, disrupting business operations.<\/span><\/p>\n<p><span style=\"color: rgba(0, 0, 0, 0.74);\"><strong>Rising User Demand<\/strong><br \/>A growing number of users placed additional pressure on the system\u2019s performance and availability.<\/span><\/p>\n<p><span style=\"color: rgba(0, 0, 0, 0.74);\">Scaling the on-premises environment to address these challenges would have been prohibitively costly and time-intensive, limiting AMAG\u2019s ability to meet its business goals.<\/span><\/p>\n[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; custom_padding_last_edited=&#8221;on|tablet&#8221; next_background_color=&#8221;#ffffff&#8221; admin_label=&#8221;Section&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;#3e489d&#8221; background_image=&#8221;https:\/\/ptp.cloud\/wp-content\/uploads\/2024\/10\/Square-Pattern-Hero-Background.png&#8221; custom_padding=&#8221;||52px||false|false&#8221; custom_padding_tablet=&#8221;40px||40px||true|false&#8221; custom_padding_phone=&#8221;40px||40px||true|false&#8221; bottom_divider_style=&#8221;arrow&#8221; bottom_divider_height=&#8221;83px&#8221; da_disable_devices=&#8221;off|off|off&#8221; locked=&#8221;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 make_equal=&#8221;on&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; width=&#8221;85%&#8221; max_width=&#8221;1380px&#8221; custom_padding=&#8221;||99px|||&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; module_class=&#8221;col-vert-cent&#8221; _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; text_font=&#8221;&#8211;et_global_heading_font|300|||||||&#8221; text_text_color=&#8221;gcid-secondary-color&#8221; text_font_size=&#8221;28px&#8221; text_line_height=&#8221;2.3rem&#8221; custom_margin=&#8221;||0px|||&#8221; custom_padding=&#8221;||36px|||&#8221; text_font_size_tablet=&#8221;28px&#8221; text_font_size_phone=&#8221;24px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{%22gcid-secondary-color%22:%91%22text_text_color%22,%22text_text_color%22%93}&#8221;]\n<p><span style=\"color: #ffffff;\"><strong style=\"font-size: xx-large; font-family: Ubuntu, Helvetica, Arial, Lucida, sans-serif;\">The Solution<\/strong><\/span><\/p>\n<p><span style=\"color: #ffffff;\">To overcome these challenges, AMAG partnered with AWS and PTP, an AWS Advanced Consulting Partner with Life Sciences Competency. Together, they transitioned the Tableau analytics environment to AWS, delivering scalability, enhanced performance, and seamless availability.<\/span><\/p>\n<p><span style=\"color: #ffffff;\">PTP designed and implemented a secure, HIPAA-compliant AWS environment, leveraging its <a href=\"https:\/\/ptp.cloud\/services\/finops\/cloud-optimization-and-management\/\">PeakPlus\u2122 Control<\/a> for Cloud platform to manage infrastructure and ensure continuous monitoring and governance. <\/span><\/p>\n<p><span style=\"color: #ffffff;\">Key features of the solution included:<\/span><\/p>\n[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;&#8211;et_global_heading_font|300|||||||&#8221; text_text_color=&#8221;rgba(0,0,0,0.66)&#8221; text_font_size=&#8221;28px&#8221; text_line_height=&#8221;2.3rem&#8221; custom_margin=&#8221;||41px|||&#8221; custom_padding=&#8221;33px|25px|33px|25px|true|true&#8221; text_font_size_tablet=&#8221;28px&#8221; text_font_size_phone=&#8221;24px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; border_radii=&#8221;on|2px|2px|2px|2px&#8221; border_width_all=&#8221;1px&#8221; border_color_all=&#8221;#ffffff&#8221; global_colors_info=&#8221;{%22gcid-secondary-color%22:%91%22text_text_color%22,%22text_text_color%22,%22text_text_color%22,%22text_text_color%22,%22text_text_color%22,%22text_text_color%22%93}&#8221;]\n<p><span style=\"color: #ffffff;\"><strong>Scalability<\/strong><br \/>Rapidly adding capacity to support growth without delays.<\/span><\/p>\n<p><span style=\"color: #ffffff;\"><strong>Improved Availability<\/strong><br \/>Eliminating downtime caused by power issues or hardware limitations.<\/span><\/p>\n<p><span style=\"color: #ffffff;\"><strong>Enhanced Security<\/strong><br \/>Ensuring compliance with HIPAA and other regulatory requirements.<\/span><\/p>\n<p><span style=\"color: #ffffff;\"><strong>User Access Anywhere<\/strong><br \/>Allowing distributed teams to access analytics tools securely from any location.<\/span><\/p>\n[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;&#8211;et_global_heading_font|300|||||||&#8221; text_text_color=&#8221;gcid-secondary-color&#8221; text_font_size=&#8221;28px&#8221; text_line_height=&#8221;2.3rem&#8221; custom_margin=&#8221;||0px|||&#8221; custom_padding=&#8221;||0px|||&#8221; text_font_size_tablet=&#8221;28px&#8221; text_font_size_phone=&#8221;24px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{%22gcid-secondary-color%22:%91%22text_text_color%22,%22text_text_color%22%93}&#8221;]\n<p><span style=\"color: #ffffff;\">The collaboration also integrated robust governance and compliance features, giving AMAG complete control over the reporting and analytics environment while mitigating security risks.<\/span><\/p>\n[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; admin_label=&#8221;section&#8221; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;32px||1px|||&#8221; da_disable_devices=&#8221;off|off|off&#8221; locked=&#8221;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 make_equal=&#8221;on&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; width=&#8221;85%&#8221; max_width=&#8221;1380px&#8221; custom_margin=&#8221;36px|auto||auto||&#8221; custom_padding=&#8221;2px||77px|||&#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; text_font=&#8221;&#8211;et_global_heading_font|300|||||||&#8221; text_text_color=&#8221;gcid-secondary-color&#8221; text_font_size=&#8221;28px&#8221; text_line_height=&#8221;2rem&#8221; custom_margin=&#8221;||3px|||&#8221; custom_padding=&#8221;||11px|||&#8221; text_font_size_tablet=&#8221;28px&#8221; text_font_size_phone=&#8221;24px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{%22gcid-secondary-color%22:%91%22text_text_color%22%93}&#8221;]\n<h2><span style=\"font-size: xx-large; color: #0c71c3;\"><strong>The Outcome<\/strong><\/span><span style=\"font-size: xx-large; color: #0c71c3;\"><strong><\/strong><\/span><\/h2>\n<p><span style=\"font-size: xx-large; color: #0c71c3;\"><strong><\/strong><\/span><\/p>\n<p><span style=\"color: rgba(0, 0, 0, 0.72);\">The migration to AWS delivered transformative results for AMAG Pharmaceuticals:<\/span><\/p>\n<p><span style=\"font-size: xx-large; color: #0c71c3;\"><span style=\"color: rgba(0, 0, 0, 0.87);\"><\/span><\/span><\/p>\n[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;&#8211;et_global_heading_font|300|||||||&#8221; text_text_color=&#8221;rgba(0,0,0,0.66)&#8221; text_font_size=&#8221;28px&#8221; text_line_height=&#8221;2.3rem&#8221; custom_margin=&#8221;||41px|||&#8221; custom_padding=&#8221;33px|25px|33px|25px|true|true&#8221; text_font_size_tablet=&#8221;28px&#8221; text_font_size_phone=&#8221;24px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; border_radii=&#8221;on|2px|2px|2px|2px&#8221; border_width_all=&#8221;1px&#8221; global_colors_info=&#8221;{%22gcid-secondary-color%22:%91%22text_text_color%22,%22text_text_color%22,%22text_text_color%22,%22text_text_color%22%93}&#8221;]\n<p><strong>100% Uptime<\/strong><br \/>Continuous availability ensures that users have uninterrupted access to critical analytics tools.<\/p>\n<p><strong>Scalability in Minutes<\/strong><br \/>The AWS environment can scale to meet growth demands almost instantly, significantly improving agility.<\/p>\n<p><strong>Improved Productivity<\/strong><br \/>Users can now create snapshots and revert to earlier versions in minutes, saving time and enhancing workflow efficiency.<\/p>\n<p><strong>Cost-Effective Solution<\/strong><br \/>Eliminated the need for costly on-premises hardware upgrades and lengthy procurement cycles.<\/p>\n<p><strong>HIPAA Compliance<\/strong><br \/>Ensured the security and integrity of sensitive healthcare data.<\/p>\n[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;&#8211;et_global_heading_font|300|||||||&#8221; text_text_color=&#8221;gcid-secondary-color&#8221; text_font_size=&#8221;28px&#8221; text_line_height=&#8221;2rem&#8221; custom_margin=&#8221;||3px|||&#8221; custom_padding=&#8221;||11px|||&#8221; text_font_size_tablet=&#8221;28px&#8221; text_font_size_phone=&#8221;24px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{%22gcid-secondary-color%22:%91%22text_text_color%22%93}&#8221;]\n<p><span style=\"color: rgba(0, 0, 0, 0.78); font-size: 28px; font-family: var(--et_global_heading_font),serif;\">By leveraging PTP\u2019s expertise and AWS\u2019s robust cloud infrastructure, AMAG now has a scalable, highly available reporting and analytics platform that meets the demands of its growing business while maintaining stringent compliance requirements.<\/span><\/p>\n<p><span style=\"color: rgba(0, 0, 0, 0.78); font-size: 28px; font-family: var(--et_global_heading_font),serif;\">PTP\u2019s partnership with AMAG Pharmaceuticals underscores the value of combining industry expertise with advanced cloud solutions. 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Partner with PTP to ensure uptime, compliance, and efficiency for your business-critical data solutions. Let\u2019s transform your cloud strategy today!<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/article>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n[\/et_pb_text][et_pb_button button_url=&#8221;https:\/\/outlook.office365.com\/owa\/calendar\/PTP1@pinnacletechpartners.com\/bookings\/&#8221; url_new_window=&#8221;on&#8221; button_text=&#8221;Schedule a call&#8221; button_alignment=&#8221;left&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; custom_button=&#8221;on&#8221; button_text_size=&#8221;18px&#8221; button_text_color=&#8221;#ffffff&#8221; button_bg_color=&#8221;gcid-primary-color&#8221; button_border_width=&#8221;0px&#8221; button_border_radius=&#8221;50px&#8221; button_font=&#8221;Ubuntu|500|||||||&#8221; button_use_icon=&#8221;off&#8221; custom_padding=&#8221;0.8rem|1.8rem|0.8rem|1.8rem|true|true&#8221; button_text_size_tablet=&#8221;1rem&#8221; button_text_size_phone=&#8221;1rem&#8221; 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Headquartered in Waltham, Massachusetts, AMAG focuses on treating complex health conditions such as anemia, pregnancy complications, and menopause-related issues. The company also collaborates with patients and healthcare professionals to improve access to care through education and support programs. AMAG invests in therapies at [&hellip;]<\/p>\n","protected":false},"author":445,"featured_media":14877,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"<p>In the fascinating and high-stakes domain of biotechnology, research validation and acquisition of the next wave of funding stand as crucial checkpoints in the journey of a startup. Amid an environment characterized by escalating scrutiny and disturbing reports of manipulated outcomes, it becomes critical to build an infrastructure that is not only efficient but also transparent and reliable. Our client in the startup life sciences space needed to build out their environment for informatics on AWS while requiring PTP help significantly expedite the research process and, most importantly, validate its authenticity.<\/p><p>The primary goal in fortifying the validity of research is in streamlining and automating the data processing pipelines. The science required the expertise to support scaling homegrown pipelines, industry-leading solutions such as Nextflow, which provides a scalable and reproducible scientific workflow using software containers, as well as open-source conglomerates like Cell Ranger, Seurat, Picard, and Star Aligner, which have shown proven results in genomics and computational biology. This client demanded a cloud pipeline solution that was automated, repeatable, easily changeable and fully documents to ensure research validation. These solutions, when interlaced with robust AWS offerings like EC2, ELB, Auto Scaling, Lambda, and Fargate, create a scalable, cost-efficient, and high-throughput data processing solution that stands all the major test of validation.<\/p><p>PTP leveraged EC2 Image Builder and Service Catalogs to produce images in a controlled and repeatable manner. This allows for scientists and informaticians to independently launch pipelines through Service Catalog. These users have limited permissions to just launch Service Catalog everything else is controlled through the code process and permissions are minimized by the security group for control.<\/p><p>PTP centralized the building of images in one account and that account shares across the organization into those required accounts which exchange information between accounts with Amazon Parameter Store.<\/p><p>Image building was automated using EC2 Image Builder allowing PTP to build different standard images for different functions. From there the team created a recipe in Image Builder containing the software components that make up the image and defines the ownership of the component. This provides complete documentation on what software and versions are installed, which in life sciences is essential for controlling variables and seeking research validation. This Build account has access to private and controlled code repositories so that software version can be frozen or recreated from any point in time<\/p><p>These builds were all written into Terraform to maintain the image files and component lists and version controlled by AWS Code Commit. As components change in Terraform, for example a software update to \u201cversion 4.2\u201d, Terraform will know the file has changed and will deploy a new version of the component which then creates a new version of the recipe in Image Builder.<\/p><p>For cost optimization, the Service Catalog services are tied to Cloudwatch events that trigger when devices go idle, then SQS queue and Lambda are used to terminate resources they go idle for a period of time. When services\/images are recreated, they are automatically reconnected to persistent storage. \u00a0Going forward, PTP is working with this client to incorporate Amazon WorkSpaces and AWS Managed AD to further isolate data and create additional levels of control and security.<\/p><p>The result of this design and infrastructure-as-code implementation is a data management platform that will aid in the effort of research validation due to the limitation of variables and changes. The team also estimates between a 50-75% savings reduction driven through the automated deployment and tear-down of resources for use only when called upon verses building a traditional cloud computing environment. Lastly, the least-privilege access configurations enhance the protection of sensitive data which aligns with the consistent approach to the build of a Well Architected AWS environment.<\/p><p>\u00a0<\/p><h3>Purchase PTP's <a href=\"https:\/\/aws.amazon.com\/marketplace\/pp\/prodview-it7fjq6rqix74?sr=0-13&ref_=beagle&applicationId=AWSMPContessa\">CloudOps Offer<\/a> on AWS Marketplace!<\/h3><p>\u00a0<\/p><h3>Learn More about PTP's CloudOps <a href=\"https:\/\/ptp.cloud\/cloud-ops\/\">HERE<\/a><\/h3>","_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":[23,12,14],"tags":[76],"table_tags":[],"class_list":["post-14801","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-aws-archive","category-aws-for-life-sciences-archive","category-case-studies-archive","tag-aws"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.1.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Transforming Data Analytics for Life Sciences with 100% Uptime on AWS<\/title>\n<meta name=\"description\" content=\"Discover how AMAG Pharmaceuticals achieved 100% uptime, HIPAA compliance, and improved productivity by migrating their data analytics to AWS with 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