SESSION

Sponsored by: Skyflow | How Leading Healthcare Companies Ensure Privacy for LLMs and Analytics

OVERVIEW

EXPERIENCEIn Person
TYPELightning Talk
TRACKGenerative AI
INDUSTRYHealth and Life Sciences
TECHNOLOGIESGenAI/LLMs, Governance
SKILL LEVELBeginner
DURATION20 min

Generative AI will impact healthcare in meaningful ways from increasing access, lowering costs, to discovering new drugs. However, LLMs learn, they remember everything, but they don’t unlearn. This raises a pressing concern: what are the implications of sharing healthcare and patient data with a generative AI model? Drawing on years of experience leading product and engineering at organizations like Salesforce and GoodRx, we'll present the challenges faced by healthcare companies in developing secure LLMs and data pipelines. The talk will highlight how prominent healthcare organizations like GoodRx are leveraging Skyflow to establish robust privacy guardrails. These guardrails ensure that no PII, or other sensitive data is leaked. They’ll discuss the strategies these companies employ to control who has access to what data, when, and where, thereby ensuring stringent data privacy and security.

SESSION SPEAKERS

Anshu Sharma

/Co-founder & CEO
Skyflow