Remove AWS Remove Open Source Remove Vendor Management
article thumbnail

Cost, security, and flexibility: the business case for open source gen AI

CIO

To solve the problem, the company turned to gen AI and decided to use both commercial and open source models. So we augment with open source, he says. Right now, the company is using the French-built Mistral open source model. Open source models also offer companies more flexibility in when to upgrade.

article thumbnail

Build a multi-tenant generative AI environment for your enterprise on AWS

AWS Machine Learning - AI

It also uses a number of other AWS services such as Amazon API Gateway , AWS Lambda , and Amazon SageMaker. You can use AWS services such as Application Load Balancer to implement this approach. Such agents orchestrate interactions between models, data sources, APIs, and applications.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Trending Sources

article thumbnail

12 AI predictions for 2025

CIO

Vendors are adding gen AI across the board to enterprise software products, and AI developers havent been idle this year either. Weve also seen the emergence of agentic AI, multi-modal AI, reasoning AI, and open-source AI projects that rival those of the biggest commercial vendors.

article thumbnail

The year’s top 10 enterprise AI trends — so far

CIO

AI vendor management Only the biggest companies are going to build or manage their own AI models, and even those will rely on vendors to provide most of the AI they use. Open-source AI Open source has long been a driver of innovation in the AI space. So did Amazon on AWS.

article thumbnail

Weighing risk and reward with gen AI vendor selection

CIO

Other respondents said they aren’t using any generative AI models, are building their own, or are using an open-source alternative. LangChain is the best-known open source option in this space. Some platform vendors, like Google, are building their own application layer,” he says.

article thumbnail

9 trends to watch in systems engineering and operations

O'Reilly Media - Ideas

Knative vs. AWS Lambda vs. Microsoft Azure Functions vs. Google Cloud. It does have a lot going for it, though—namely, that it’s open source and portable between cloud providers. Rather than replace current approaches, however, the goal of AIOps is to enhance these processes by consolidating, automating, and updating them.

article thumbnail

Be honest: Are your company values and AI aligned?

CIO

Even with open source models, not all of them make this information public. So far, there isn’t a good automated way to do this, or an open-source LLM designed specifically to test the alignment of other models, but there’s definitely a crucial need for it. Or something you have locally, or something on [AWS] Bedrock.”

Company 195