Insights
Perspectives on AI, data,
security, and operations.
Practical thinking from the Versetal team on the challenges regulated organizations face when building AI-ready infrastructure.
Whitepapers & Blog Posts
Latest Insights
AI Starts with Plumbing: Governing Artificial Intelligence as a Sociotechnical Capability in Regulated Life Sciences
Published through the SIM Boston Life Sciences CIO Roundtable. Argues that AI in regulated environments must be governed as a sociotechnical enterprise capability, not a standalone tool. Co-authored by Stacey Fernandes, CTO, Versetal.
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The AI Execution Gap: Why Organizations Struggle to Turn AI Ideas Into Business Value
Mid-sized organizations do not have an AI interest problem. They have an execution problem. Leaders see the promise but AI efforts stall before they create measurable value because the environment underneath them is not ready.
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AI Agents, Data Integration, and the Future of Drug Discovery
Drug discovery has more data and computational power than ever, yet Life Sciences teams still face fragmented workflows, compliance pressure, and limited visibility. Four themes from the SIM Boston Life Sciences CIO Roundtable point a practical path forward.
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Protecting Research Continuity and Regulated Data as Biotech Teams Scale Trials
As trials expand and lab environments become more distributed, the risk of disruption grows. Research continuity depends on secure access to data, resilient infrastructure, and the ability to respond quickly when something goes wrong.
Read the articleTools & Reference
Additional resources
Practical reference material for buyers, practitioners, and security leaders.
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