Ujwal Bukka

Multi-tenancy brings a range of new wrinkles to the GenAI universe. This is especially true when we look at how data and resources are folded into our GenAI architecture.

The introduction of Amazon Bedrock AgentCore equips builders with a range of new tools and technologies. These tools enable a range of new strategies and techniques that will directly impact how teams build multi-tenant AI solutions and agents.

Multi-tenancy can have a profound impact on the design, implementation, and behavior of GenAI agents. The presence of tenant context can influence the memory, tools, actions, and workflows that are employed by agents.

Generative AI will clearly have significant impact on the footprint and experience of SaaS applications. The question is: How does generative AI influence the multi-tenant design of your SaaS architecture?

SaaS providers are increasingly creating solutions that rely on AI/ML as part of their offerings. ML models are used to introduce new features, enrich existing experiences, and drive differentiation.

There are a broad range of considerations that go into designing a multi-tenant architecture. The realities of your environment, the needs of your domain, the isolation requirements of your tenants, the identity model of your solution—they are all areas you should explore when building a SaaS solution on AWS.

Serverless architecture equips SaaS builders with new strategies and mechanisms that directly impact how they approach designing and building a SaaS solution. In this workshop, get experience with a working SaaS environment that deals with the various strategies and patterns that come with the serverless SaaS model.

The serverless SaaS model introduces a range of new considerations that influence how you design and architect your multi-tenant environment. Some topics might require you to adopt new strategies in your serverless SaaS environment, including how you build and deploy multi-tenant serverless microservices, isolate serverless tenant workloads, support tenant tiering, and throttle tenant APIs.