{"id":832,"date":"2026-08-05T15:27:41","date_gmt":"2026-08-05T15:27:41","guid":{"rendered":"https:\/\/designingprojectmanagement.com\/haiphai\/?page_id=832"},"modified":"2026-08-05T15:48:42","modified_gmt":"2026-08-05T15:48:42","slug":"blog","status":"publish","type":"page","link":"https:\/\/designingprojectmanagement.com\/haiphai\/blog\/","title":{"rendered":"Blog"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"832\" class=\"elementor elementor-832\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-de2c99c page-hero-contact e-flex e-con-boxed e-con e-parent\" data-id=\"de2c99c\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-e088658 e-flex e-con-boxed e-con e-child\" data-id=\"e088658\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4add6ee elementor-widget elementor-widget-heading\" data-id=\"4add6ee\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Insights\n\n<\/p>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4fba5bc e-grid e-con-boxed e-con e-child\" data-id=\"4fba5bc\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-3a30d47 e-con-full e-flex e-con e-child\" data-id=\"3a30d47\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6909563 elementor-widget elementor-widget-heading\" data-id=\"6909563\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Ideas for making AI operational.\n<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-aaeb31f e-con-full e-flex e-con e-child\" data-id=\"aaeb31f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4dae1d1 elementor-widget elementor-widget-text-editor\" data-id=\"4dae1d1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Field notes on adoption, governance, expert work, operating models, and the realities of building AI inside consequential organizations.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d959ca7 elementor-absolute elementor-widget elementor-widget-heading\" data-id=\"d959ca7\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">THINK<\/div>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8070b1c e-con-full e-flex e-con e-parent\" data-id=\"8070b1c\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-7469b97 e-grid e-con-boxed e-con e-child\" data-id=\"7469b97\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-43ae0f6 e-con-full e-flex e-con e-child\" data-id=\"43ae0f6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ccb941f elementor-widget elementor-widget-heading\" data-id=\"ccb941f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Direct answer\n\n<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cc76b88 e-con-full e-flex e-con e-child\" data-id=\"cc76b88\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5b40bab elementor-widget elementor-widget-heading\" data-id=\"5b40bab\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">What does it take to make AI operational?\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7d6c43d elementor-widget elementor-widget-text-editor\" data-id=\"7d6c43d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Operational AI connects a useful model to real decisions, governed data, accountable owners, review and escalation paths, adoption, and continuous improvement. HaiPhai Insights examines those operating choices with a biotech-leading perspective and links factual claims to their sources.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-831d314 e-con-full e-flex e-con e-child\" data-id=\"831d314\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5f649b4 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"5f649b4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e5ba127 elementor-align-justify elementor-widget elementor-widget-button\" data-id=\"e5ba127\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">See the operating partnership<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1110cf5 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"1110cf5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-aab72eb elementor-align-justify elementor-widget elementor-widget-button\" data-id=\"aab72eb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Subscribe to the RSS feed<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-14d292a e-flex e-con-boxed e-con e-parent\" data-id=\"14d292a\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-af8c2c9 e-con-full e-flex e-con e-child\" data-id=\"af8c2c9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5612d60 elementor-grid-3 elementor-grid-tablet-2 elementor-grid-mobile-1 elementor-posts--thumbnail-top elementor-card-shadow-yes elementor-posts__hover-gradient elementor-widget elementor-widget-posts\" data-id=\"5612d60\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;cards_columns&quot;:&quot;3&quot;,&quot;cards_columns_tablet&quot;:&quot;2&quot;,&quot;cards_columns_mobile&quot;:&quot;1&quot;,&quot;cards_row_gap&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:35,&quot;sizes&quot;:[]},&quot;cards_row_gap_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;cards_row_gap_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"posts.cards\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-posts-container elementor-posts elementor-posts--skin-cards elementor-grid\" role=\"list\">\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-820 post type-post status-publish format-standard has-post-thumbnail hentry category-uncategorized tag-ai-governance tag-biotech tag-regulatory-affairs\" role=\"listitem\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/designingprojectmanagement.com\/haiphai\/where-ai-can-help-in-regulatory-affairs-and-what-must-stay-human\/\" tabindex=\"-1\" ><div class=\"elementor-post__thumbnail\"><img decoding=\"async\" width=\"300\" height=\"158\" src=\"https:\/\/designingprojectmanagement.com\/haiphai\/wp-content\/uploads\/2026\/08\/ai-regulatory-affairs-biotech-300x158.webp\" class=\"attachment-medium size-medium wp-image-821\" alt=\"\" srcset=\"https:\/\/designingprojectmanagement.com\/haiphai\/wp-content\/uploads\/2026\/08\/ai-regulatory-affairs-biotech-300x158.webp 300w, https:\/\/designingprojectmanagement.com\/haiphai\/wp-content\/uploads\/2026\/08\/ai-regulatory-affairs-biotech.webp 750w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/designingprojectmanagement.com\/haiphai\/where-ai-can-help-in-regulatory-affairs-and-what-must-stay-human\/\" >\n\t\t\t\tWhere AI Can Help in Regulatory Affairs\u2014and What Must Stay Human\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>Regulatory work attracts AI for an obvious reason: it contains large volumes of documents, repeated structures, distributed evidence, and intense<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/designingprojectmanagement.com\/haiphai\/where-ai-can-help-in-regulatory-affairs-and-what-must-stay-human\/\" aria-label=\"Read more about Where AI Can Help in Regulatory Affairs\u2014and What Must Stay Human\" tabindex=\"-1\" >\n\t\t\tRead More \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\tAugust 5, 2026\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-avatar\">\n\t\t\tNo Comments\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-817 post type-post status-publish format-standard has-post-thumbnail hentry category-uncategorized tag-ai-strategy tag-build-vs-partner tag-operating-model\" role=\"listitem\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/designingprojectmanagement.com\/haiphai\/fractional-ai-partner-or-internal-team-a-decision-framework\/\" tabindex=\"-1\" ><div class=\"elementor-post__thumbnail\"><img decoding=\"async\" width=\"300\" height=\"158\" src=\"https:\/\/designingprojectmanagement.com\/haiphai\/wp-content\/uploads\/2026\/08\/why-fractional-ai-partner-300x158.webp\" class=\"attachment-medium size-medium wp-image-818\" alt=\"\" srcset=\"https:\/\/designingprojectmanagement.com\/haiphai\/wp-content\/uploads\/2026\/08\/why-fractional-ai-partner-300x158.webp 300w, https:\/\/designingprojectmanagement.com\/haiphai\/wp-content\/uploads\/2026\/08\/why-fractional-ai-partner.webp 750w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/designingprojectmanagement.com\/haiphai\/fractional-ai-partner-or-internal-team-a-decision-framework\/\" >\n\t\t\t\tFractional AI Partner or Internal Team? A Decision Framework\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>\u201cShould we build an internal AI team?\u201d sounds like a talent question. It is actually an operating-model question. The answer<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/designingprojectmanagement.com\/haiphai\/fractional-ai-partner-or-internal-team-a-decision-framework\/\" aria-label=\"Read more about Fractional AI Partner or Internal Team? A Decision Framework\" tabindex=\"-1\" >\n\t\t\tRead More \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\tAugust 5, 2026\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-avatar\">\n\t\t\tNo Comments\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-814 post type-post status-publish format-standard has-post-thumbnail hentry category-uncategorized tag-ai-augmentation tag-biotech tag-leadership\" role=\"listitem\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/designingprojectmanagement.com\/haiphai\/what-is-ai-augmentation-a-practical-guide-for-biotech-leaders\/\" tabindex=\"-1\" ><div class=\"elementor-post__thumbnail\"><img decoding=\"async\" width=\"300\" height=\"158\" src=\"https:\/\/designingprojectmanagement.com\/haiphai\/wp-content\/uploads\/2026\/08\/what-is-ai-augmentation-300x158.webp\" class=\"attachment-medium size-medium wp-image-815\" alt=\"\" srcset=\"https:\/\/designingprojectmanagement.com\/haiphai\/wp-content\/uploads\/2026\/08\/what-is-ai-augmentation-300x158.webp 300w, https:\/\/designingprojectmanagement.com\/haiphai\/wp-content\/uploads\/2026\/08\/what-is-ai-augmentation.webp 750w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/designingprojectmanagement.com\/haiphai\/what-is-ai-augmentation-a-practical-guide-for-biotech-leaders\/\" >\n\t\t\t\tWhat Is AI Augmentation? A Practical Guide for Biotech Leaders\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>\u201cAugmentation\u201d is often used as a polite synonym for automation. That misses the point. AI augmentation is the deliberate redesign<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/designingprojectmanagement.com\/haiphai\/what-is-ai-augmentation-a-practical-guide-for-biotech-leaders\/\" aria-label=\"Read more about What Is AI Augmentation? A Practical Guide for Biotech Leaders\" tabindex=\"-1\" >\n\t\t\tRead More \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\tAugust 5, 2026\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-avatar\">\n\t\t\tNo Comments\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-811 post type-post status-publish format-standard has-post-thumbnail hentry category-uncategorized tag-ai-governance tag-clinical-operations tag-trial-enrollment\" role=\"listitem\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/designingprojectmanagement.com\/haiphai\/the-enrollment-problem-where-ai-can-improve-clinical-trial-planning\/\" tabindex=\"-1\" ><div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"158\" src=\"https:\/\/designingprojectmanagement.com\/haiphai\/wp-content\/uploads\/2026\/08\/clinical-trial-enrollment-ai-300x158.webp\" class=\"attachment-medium size-medium wp-image-812\" alt=\"\" srcset=\"https:\/\/designingprojectmanagement.com\/haiphai\/wp-content\/uploads\/2026\/08\/clinical-trial-enrollment-ai-300x158.webp 300w, https:\/\/designingprojectmanagement.com\/haiphai\/wp-content\/uploads\/2026\/08\/clinical-trial-enrollment-ai.webp 750w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/designingprojectmanagement.com\/haiphai\/the-enrollment-problem-where-ai-can-improve-clinical-trial-planning\/\" >\n\t\t\t\tThe Enrollment Problem: Where AI Can Improve Clinical Trial Planning\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>Clinical-trial enrollment is often described as a recruitment problem. By the time recruitment is visibly behind, however, the causes may<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/designingprojectmanagement.com\/haiphai\/the-enrollment-problem-where-ai-can-improve-clinical-trial-planning\/\" aria-label=\"Read more about The Enrollment Problem: Where AI Can Improve Clinical Trial Planning\" tabindex=\"-1\" >\n\t\t\tRead More \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\tAugust 5, 2026\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-avatar\">\n\t\t\tNo Comments\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-808 post type-post status-publish format-standard has-post-thumbnail hentry category-uncategorized tag-ai-augmentation tag-biotech-leadership tag-operating-model\" role=\"listitem\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/designingprojectmanagement.com\/haiphai\/how-a-50-person-biotech-builds-the-operating-leverage-of-a-much-larger-company\/\" tabindex=\"-1\" ><div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"158\" src=\"https:\/\/designingprojectmanagement.com\/haiphai\/wp-content\/uploads\/2026\/08\/50-person-biotech-operating-model-300x158.webp\" class=\"attachment-medium size-medium wp-image-809\" alt=\"\" srcset=\"https:\/\/designingprojectmanagement.com\/haiphai\/wp-content\/uploads\/2026\/08\/50-person-biotech-operating-model-300x158.webp 300w, https:\/\/designingprojectmanagement.com\/haiphai\/wp-content\/uploads\/2026\/08\/50-person-biotech-operating-model.webp 750w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/designingprojectmanagement.com\/haiphai\/how-a-50-person-biotech-builds-the-operating-leverage-of-a-much-larger-company\/\" >\n\t\t\t\tHow a 50-Person Biotech Builds the Operating Leverage of a Much Larger Company\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>A small biotech rarely lacks ambition. It lacks slack. The same people who carry the science are also preparing board<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/designingprojectmanagement.com\/haiphai\/how-a-50-person-biotech-builds-the-operating-leverage-of-a-much-larger-company\/\" aria-label=\"Read more about How a 50-Person Biotech Builds the Operating Leverage of a Much Larger Company\" tabindex=\"-1\" >\n\t\t\tRead More \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\tAugust 5, 2026\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-avatar\">\n\t\t\tNo Comments\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Insights Ideas for making AI operational. Field notes on adoption, governance, expert work, operating models, and the realities of building AI inside consequential organizations. THINK Direct answer What does it take to make AI operational? Operational AI connects a useful model to real decisions, governed data, accountable owners, review and escalation paths, adoption, and continuous [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-832","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/designingprojectmanagement.com\/haiphai\/wp-json\/wp\/v2\/pages\/832","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/designingprojectmanagement.com\/haiphai\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/designingprojectmanagement.com\/haiphai\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/designingprojectmanagement.com\/haiphai\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/designingprojectmanagement.com\/haiphai\/wp-json\/wp\/v2\/comments?post=832"}],"version-history":[{"count":13,"href":"https:\/\/designingprojectmanagement.com\/haiphai\/wp-json\/wp\/v2\/pages\/832\/revisions"}],"predecessor-version":[{"id":864,"href":"https:\/\/designingprojectmanagement.com\/haiphai\/wp-json\/wp\/v2\/pages\/832\/revisions\/864"}],"wp:attachment":[{"href":"https:\/\/designingprojectmanagement.com\/haiphai\/wp-json\/wp\/v2\/media?parent=832"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}