Question: Can you recommend a platform that helps deploy AI at scale and provides enterprise monitoring and control?

If you're looking for a platform to deploy AI at scale with robust enterprise monitoring and control, DataRobot AI Platform is an excellent choice. It converges generative and predictive workflows, enabling rapid AI solution deployment, comprehensive asset governance, and deep integration with multiple cloud environments. DataRobot is recognized as a leader in the 2024 Gartner Magic Quadrant for Data Science and Machine Learning Platforms and offers flexible solutions to enhance team productivity and security.

Another strong candidate is Anyscale, which focuses on developing, deploying, and scaling AI applications. It features workload scheduling, smart instance management, and heterogeneous node control, ensuring optimized resource utilization. Anyscale supports a wide range of AI models and offers robust security features, including user management and billing controls, making it suitable for enterprise environments. The platform also offers a free tier and customized plans for larger enterprises.

Athina is also worth considering, especially if you need a full stack for experimentation, measurement, and optimization of AI applications. It supports real-time monitoring, cost tracking, and customizable alerts, making it ideal for teams looking to accelerate their development process. Athina provides flexible pricing plans and a range of features such as LLM Observability and Role-Based Access Controls, ensuring reliable and efficient AI applications.

For those needing a comprehensive AI platform with a focus on scalability and enterprise-grade features, Abacus.AI offers a robust solution. It allows developers to build and run applied AI agents and systems at scale, with capabilities in generative AI, predictive systems, and various neural network techniques. Abacus.AI includes high availability, governance, and compliance, making it suitable for automating complex workflows and integrating multiple data sources.