Riff

Riff by Databutton is an AI-native platform for building production-ready applications and autonomous agents that connect directly to your existing tech stack. It is designed to help teams move from prototype to deployed solution in minutes, without requiring complex infrastructure setup or extensive MLOps expertise. The platform focuses on making it straightforward to integrate AI workflows into real business systems and processes at scale.

Riff provides a unified environment for designing, testing, and deploying AI agents that can interact with databases, APIs, internal tools, and third-party services. Users can configure data connections, define business logic, and orchestrate multi-step workflows through a developer-friendly interface, while the platform handles deployment, scaling, and monitoring. Built-in support for modern LLMs, vector stores, and retrieval-augmented generation (RAG) enables agents to work with private, domain-specific data securely. Versioning, environment management, and observability tools help teams iterate safely and maintain reliability in production.