Databricks Mosaic AI is a unified platform provided by Databricks for building, deploying, and monitoring AI and ML solutions. It covers the entire lifecycle from building predictive models to working with the latest generative AI and large language models (LLMs).

Key features and benefits of Databricks Mosaic AI:

• Unified Tooling: Provides a single platform to manage all aspects of AI/ML development, streamlining the process and reducing complexity.
• Generative AI and LLMs: This feature supports the development and deployment of custom LLMs, enabling organizations to leverage the power of generative AI.
• Cost-Effective LLM Training: Offers optimized training solutions to build multibillion-parameter LLMs at up to 10x lower cost than traditional methods.
• Data Intelligence Platform: Built on Databricks’ Data Intelligence Platform, it allows secure and cost-effective enterprise data integration into the AI lifecycle.
• Collaboration: Supports collaborative notebooks with Python, R, SQL, and Scala, enabling practitioners to work together effectively.
• Runtime for Machine Learning: Provides a runtime environment optimized for machine learning workloads.