From POC to production: Accelerating AI with AIOps
The AI boom of 2023 has unlocked new possibilities with generative AI (GenAI) across industries. However, it has also introduced complexities in model evaluation, deployment, and scaling beyond traditional machine learning. Organizations now face key challenges such as integrating AI across multi-cloud environments, breaking down siloed systems, and establishing unified frameworks for governance and scalability.
In this whitepaper, we explore how Slalom’s AIOps methodology and Snowflake’s AI Data Cloud can help overcome these barriers. By operationalizing AI, businesses can accelerate their AI initiatives from proof of concept to full-scale production, ensuring sustained value and scalability.
We also highlight best practices for AI model evaluation, governance, and optimization, supported by real-world examples from industries like retail and healthcare. Discover how Slalom and Snowflake can help you effectively implement AI to drive measurable business impact.