Accelerate your AI journey with Splunk and AWS (AIM224)

Accelerating AI Journey with Splunk and AWS

Overview

  1. AI is transforming enterprises at an unprecedented rate, evolving from use in pet projects to integration into the core business.
  2. However, this integration brings challenges and risks, especially in monitoring, securing, and accessing the large amounts of data required for AI.
  3. Splunk's Unified Platform for Security and Observability helps address these challenges by providing a single platform to ingest and analyze data from various sources, including AWS services.

Splunk's Approach to AI

  1. Splunk has been integrating AI into its products for years, providing tools like the Machine Learning Toolkit, IT Service Intelligence, and Enterprise Security.
  2. Splunk is now evolving its AI services to help customers in three ways:
    • Improving digital resilience through AI assistance for observability and security.
    • Enabling customers to create custom AI models and language models using data in Splunk.
    • Helping customers secure and monitor their AI applications and services, with a focus on AWS services.

Securing and Monitoring AWS Generative AI Stack

  1. Splunk is partnering with AWS to provide insights and visibility into the different layers of the AWS Generative AI stack, including infrastructure, Bedrock, and SageMaker.
  2. Splunk has focused on integrating with AWS Bedrock, a service for building generative AI applications, to help customers monitor and secure it.
  3. Customers can easily set up data ingestion from Bedrock into Splunk using CloudWatch and Firehose, enabling sub-second response times.
  4. Splunk provides out-of-the-box dashboards to help customers address common use cases, such as:
    • Monitoring usage, including model usage, user activity, and errors.
    • Tracking performance, including latency by model, user, and region.
    • Analyzing costs, including cost per prompt and token.

Conclusion

  1. Splunk is not new to AI and is continuously enhancing its AI capabilities to help customers at all stages of their AI journey.
  2. Customers are encouraged to visit the Splunk booth at re:Invent to learn more about Splunk's AI initiatives, including custom AI assistance and product integrations.
  3. Splunk experts will be available to demonstrate the Bedrock integration and answer any questions.

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