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Amazon's Cloud Division Unveils New AI Tools for Outage Recovery and Model Customization

2025-12-02

The BareStory

Amazon Web Services (AWS) on Tuesday announced a suite of new artificial intelligence tools and services at its Reinvent conference in Las Vegas. The new offerings include an AI assistant designed to help engineers manage technical outages and a service for clients to customize generative AI models.

The company introduced the DevOps Agent, a tool intended to help customers more quickly identify the causes of technical problems and recover from them. According to an AWS vice president, the agent automates parts of the incident response process, preparing a preliminary investigation and suggested fixes before an on-call engineer intervenes. AWS stated that during testing with Commonwealth Bank of Australia, the software found a problem's root cause in under 15 minutes. The tool is available for customer preview.

AWS also launched Nova Forge, a service that allows organizations to customize Amazon’s AI models with their own data earlier in the training process for an annual fee of $100,000. An Amazon executive said the service was created in response to customer demand and that internal teams are using it. According to the company, customers including Reddit, Booking.com, and Sony are using the service to build models.

In addition to the new services, AWS unveiled two AI models. The company said its reasoning model, Nova 2 Pro, performs at least as well as competing models based on its internal tests. The second model, Nova 2 Omni, can process images, speech, video, and text. Amazon claimed it is the first reasoning model with this range of capabilities and that it hopes the model will reduce the complexity and cost of using AI in applications.

Left Perspective

  • The new tools are designed to significantly improve technical problem-solving.
  • The company is responding directly to customer demand for AI customization.
  • Advanced, next-generation AI models are being released.

Right Perspective

  • The new outage management tool is still in an early-release phase.
  • Performance claims for the new AI model are based on internal data.
  • Access to advanced model customization requires a significant financial commitment.

How it may affect me

As a U.S. reader:

• The new outage recovery tool, currently in preview, could lead to shorter disruptions for popular websites and services that rely on Amazon's cloud infrastructure.

• You may see more customized AI features on services like Reddit and Booking.com, as they are using new tools to build models with their own data.

• New AI models that process images, video, and text could eventually lead to more advanced and potentially less costly AI-powered applications from various companies.

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