Compose and Compare Models and Insights for Generative and Predictive AI

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Compose and Compare

Experiment, optimize, and share model insights for generative or predictive AI.

Flexible AI Building Blocks

Rapidly experiment with and compare best-of-breed generative AI components, and update them as your needs change or the market evolves.

Refine and Assess Your Model Selection

Always use the right predictive and generative models by comparing models through detailed insights within a unified use case.

Get Deep Modeling Insights

Utilize AI insights for transparent decision-making and enhance stakeholder collaboration with out-of-the-box graphs and explainability.

Craft Interactive AI Apps

asily create and transform generative and predictive AI into rich, fully interactive AI apps.

Rapidly Experiment with Our Multi-Provider LLM Playground

Maintain the freedom to innovate in this fast-changing market. Easily compare between generative AI ‘recipes’ in our visual Playground, no matter how you choose to build – via a hosted notebook or DataRobot’s UI. Choose from best-of-breed components that meet your organization’s objectives around cost and correctness.

Open source LLMs
Vector databases
Embedding models
Chunking strategies
Prompting strategies

Bring your own LLMs and vector databases, or access some of the most common LLMs directly for experimentation. Easily swap out components as your organization’s needs change or the market evolves, all without breaking production.

Rapidly Experiment with Our Multi-Provider LLM Playground

Quickly Compare and Choose the Best Model for Production

Rapidly experiment and choose the ideal model for your use case.

For predictive AI, analyze insights like lift charts, feature impact, and more across various models in the same context. For generative AI, Easily leverage automated synthetic data creation and a full suite of evaluation and testing metrics such as correctness and relevance to measure, rank, and compare performance.

This comprehensive comparison not only ensures you can choose the most effective model but also capitalizes on nuanced distinctions between models to drive better outcomes with AI.

Get Deep Modeling Insight and Meeting Ready Charts and Visuals

Gain clear, immediate understanding of your models’ impact on business outcomes through deep model insights. Turn ‘black box’ AI into easy-to-grasp visuals using activation maps, embeddings, and pre-built visualizations like lift charts, profit matrices, ROC curves, and feature impact. With just a single click, you can prepare charts and insights ready for meetings, making it effortless to convey the significance of your models to business stakeholders.

Build Custom Generative or Predictive AI Apps

Build Custom Enterprise-Grade Generative or Predictive AI Apps

Craft fully interactive custom generative or predictive AI apps and integrate them seamlessly into your organization’s operations and systems. Quickly prototype bespoke generative AI applications with our hosted Streamlit app, Q&A chat generation app, and create what-if analysis and business simulations using low-code and no-code app templates.

With our custom apps sharing functionality you can easily share application insights with anyone, both inside and outside of your organization.