AWS Summit Zurich 2024 - Patterns in using AI/ML to build a SaaS product(ARC302)

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Supporting AI/ML and generative AI in a SaaS environment requires teams to take on a range of multi-tenant challenges. Providers need to consider how tenants are mapped to models, how inferencing is scaled for tenants, how solutions are integrated with other AI/ML services, and how LLMs are tuned to meet tenant-specific needs. In this session, dig into these intersections between multi-tenancy and AI/ML, including the common design, performance, isolation, and experience challenges that come with making AI/ML part of your SaaS offering. Learn to identify the patterns and strategies to consider when applying AI/ML and generative AI in a SaaS environment.

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