Building Privacy-Focused AI Applications

Many highly-regulated industries (healthcare, finance, government, etc) can have slower adoption of AI-powered technologies due to the concerns and constraints around data privacy and security. For cloud-based development, this can lead to requirements to obtain certifications like SOC 1, SOC2, and FedRAMP and comply with regulations like GDPR, CCPA, and HIPAA.

This track is focused on building local or on-premise software that, once installed, can still make use of powerful AI tools like LLMs without requiring access to a cloud service like OpenAI or AWS.