Question: Is there a solution that provides a single pane of glass for managing the entire lifecycle of AI product development, from prototyping to deployment?

Freeplay is an end-to-end lifecycle management tool designed to help AI product teams work more efficiently. It includes features like prompt management and versioning, automated batch testing, AI auto-evaluations and data analysis all within a single pane of glass. It also includes lightweight developer SDKs and deployment options for compliance, making it a good option for enterprise teams that want to move beyond manual processes and achieve substantial cost savings.

Humanloop is designed to build and optimize Large Language Models (LLMs), a common challenge in the field, and to help teams overcome workflow inefficiencies and manual evaluation. It's got a collaborative playground for developers, product managers and domain experts, along with tools for prompt management, evaluation and monitoring. Humanloop supports popular LLM providers and integrates easily with Python and TypeScript, so it's a good option for product teams and developers.

Keywords AI is a unified DevOps platform for building, deploying and monitoring AI applications. It integrates well with OpenAI APIs, has a single API endpoint for multiple LLM models, and includes a playground and prompt management for testing and iterating on models. The platform includes visualization and logging through pre-built dashboards and can be used for performance monitoring and data collection, making it a good option for AI startups and developers who want to focus on building products without worrying about infrastructure.