{"id":104196,"date":"2026-10-01T07:57:27","date_gmt":"2026-10-01T05:57:27","guid":{"rendered":"https:\/\/www.veeva.com\/eu\/?p=104196"},"modified":"2026-10-01T17:33:48","modified_gmt":"2026-10-01T15:33:48","slug":"ai-is-changing-how-safety-work-gets-done","status":"publish","type":"post","link":"https:\/\/www.veeva.com\/eu\/blog\/ai-is-changing-how-safety-work-gets-done\/","title":{"rendered":"AI Is Changing How Safety Work Gets Done"},"content":{"rendered":"

\nIn our last edition, we discussed laying a strong data foundation for AI<\/a>. Today, let\u2019s talk about where AI fits into your daily safety operations to reduce manual effort without introducing compliance risk.\n<\/p>\n

\nFirst, a quick reality check: AI is not replacing human expertise. Nor is it the right tool for every task. The future of safety operations will be a hybrid model where humans, automation, and AI work together<\/a>.\n<\/p>\n

\nBecause this industry is heavily regulated, bringing AI into your safety systems ecosystem requires strong guardrails, governance, and human oversight.\n<\/p>\n

Where to start with AI in safety<\/h2>\n

\nYou don\u2019t need to transform everything at once.\n<\/p>\n

\nStart by identifying manual bottlenecks causing your team most friction, then pick the right tool and approach for the job. We want to highlight two different approaches today: agentic labor and assistive AI.\n<\/p>\n

Agentic labor<\/h3>\n

\nThink of agentic labor as AI teammates. It is a digital workforce built to execute simple to complex, multistep business processes. For example, Veeva Falcon Safety<\/a> is agentic labor that will initially start off with streamlining adverse event intake, case processing, and follow-up management, as well as work with any E2B-compliant safety system.\n<\/p>\n

\nFalcon can monitor incoming potential cases in safety inboxes, assess the information, extract adverse event details, determine if they qualify as reportable cases (ICSRs), and route them accordingly.\n<\/p>\n

\nThis will dramatically speed up intake while maintaining compliance because Falcon is more than AI \u2014 it\u2019s orchestration. Falcon uses deterministic automation wherever possible, and non-deterministic AI only when it is the best solution for the job.\n<\/p>\n

Assistive AI<\/h3>\n

\nThink of assistive AI as a smart collaborator sitting alongside your team. Vault AI for Veeva Safety lives directly inside Veeva Safety Suite to help you finish tasks faster. Example tasks Vault AI agents can do today: automatically draft clear, readable case narrative from raw case data, compare document versions to highlight changes, or answer questions while you navigate a workflow.\n<\/p>\n

\nNeed help writing, summarizing, or finding information? Use assistive AI (Vault AI). You need to automate intake and triage steps? Have your agentic teammate (Falcon) handle it.\n<\/p>\n

\nTo learn more, watch our on-demand Veeva AI for Safety (Vault AI and Falcon Safety) webinar and register for R&D and Quality Summit<\/a> in Boston next month, where you can see our industry-specific AI approach.\n<\/p>\n

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\n \"Veeva
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\n AI and Rules-based Automation to Modernize Safety
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\n See how Veeva brings together agentic AI and rules-based automation within a connected safety platform to increase productivity while maintaining control and oversight.\n <\/p>\n<\/p><\/div>\n<\/div>\n

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\n \"Veeva
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\n Veeva R&D and Quality Summit in Boston
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\n Discover ways to simplify pharmacovigilance operations with seamless global to local processes, AI, end-to-end automation, and real-time partner collaboration.\n <\/p>\n<\/p><\/div>\n<\/div>\n

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\n \"Veeva
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\n Veeva Introduces Falcon Router for Agentic Triage of All Reporting Channels
\n <\/a>
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\n Falcon Router is an industry-specific agent to identify and route potential safety adverse event reports, product quality complaints, and medical inquiries to the correct teams with speed and consistency.\n <\/p>\n<\/p><\/div>\n<\/div>\n

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\n \"Getting
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\n Getting Data Right First Time to Optimize Patient Safety
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\n David Kolo\u0161i\u0107 kicks off the new season of Safety [R]Evolution with Ferring\u2019s Janni Hermansen. They discuss why getting data right the first time is critical to patient safety, enabling data-driven insights, and improving outputs.\n <\/p>\n<\/p><\/div>\n<\/div>\n

Read more Safety newsletters here<\/a> and subscribe<\/a> for the latest industry insights and technology innovations.<\/p>\n","protected":false},"excerpt":{"rendered":"

The future of safety operations will be a hybrid model where humans, agents, and automation work together to drive productivity with strong security, governance, and oversight. <\/p>\n","protected":false},"author":268,"featured_media":100445,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_members_access_role":[],"_members_access_error":""},"categories":[1],"tags":[],"product":[],"area":[977],"coauthors":[1544],"class_list":["post-104196","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized","area-safety"],"aioseo_notices":[],"aioseo_head":"\n\t\t\n\t\n\t\n\t\n\t\n\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t