Generative AI

Rapidly evaluate and benchmark generative AI experiments and apps.

Generative AI-Ready Data

Easily transform your data to optimize for your specific use cases. Use your documents as context for LLMs by fine-tuning within DataRobot, building your own vector databases, or integrating your existing ones.

Generative AI Development

Build generative AI applications your way — whether deep-code, low-code, or a blended approach. Start with customizable, code-first application templates that include built-in business logic, application interfaces, and robust generative AI security. Or, create from scratch using enterprise-grade AI pipelines with notebooks or GUI workflows to streamline development and delivery. Tailor everything to fit your organization’s unique needs.

Evaluation & Benchmarking

Enable iterative experimentation. Elevate the quality of your generative AI applications by creating agentic flows in our Playground, using structured output from your queries. Visually compare different experiments—whether developing with a code-first notebook or through our GUI workflow—to assess output quality side-by-side and track changes effortlessly.

Insights & Traceability

Gain deep insight into every prompt and response. Dive into the underlying documents and lineage linked to every prompt and generated response. Validate alerts and intervention decisions, keep your vector databases current, and know when it’s time to retrain your generative AI models to ensure they remain effective and reliable.

Quality Assurance & Data Security

Detect and prevent unwanted behaviors and hallucinations with a robust library of out-of-the-box, custom and open-source guard models from NVIDIA, Microsoft, and more.

Generative AI App Experience

Create intuitive generative AI application interfaces. Empower business stakeholders to interact seamlessly with your generative AI applications using the Application Workshop. Create front-end application interfaces through an intuitive, no-code workflow that supports custom options like Streamlit, Dash, and Shiny.