AI Agent Frameworks

LangSmith is a platform that lets developers build, debug, evaluate, and deploy AI agents without writing code.

Relevance AI provides a platform for enterprise teams to create and run task‑specific AI agents that automate functions such as sales, customer success, marketing, and HR. The system integrates with existing applications and includes controls for data security and model selection.

Accelirate provides an enterprise platform that builds, deploys, and governs AI-driven software agents for large organizations across industries such as healthcare, financial services, and manufacturing. The platform integrates with systems like UiPath, Salesforce, and MuleSoft to automate business processes.

CrewAI offers a platform that lets enterprises and developers build, deploy, and manage multi‑agent AI workflows using visual editors, code APIs, and a control plane for monitoring and governance.

Arcade provides an MCP runtime that lets developers deploy AI agents with secure user authentication, authorization, and governance for accessing external tools. It manages permissions, policy enforcement, and tool execution so agents can act on behalf of users in production environments.

Progress offers an agentic RAG platform that ingests enterprise documents, files and media into an indexed knowledge layer and provides retrieval‑augmented generation for AI assistants, search and other AI use cases. The platform includes governance features such as source citations, audit logs and role‑based access controls for enterprise security.

Vectara offers an enterprise platform for building and deploying AI agents that operate in SaaS, VPC, or on-premises environments, with features for data control, policy enforcement, and context‑grounded retrieval. Enterprises use it to create automated support, knowledge‑base, and analysis agents.

Epsilla provides an AI Agent-as-a-Service platform that lets enterprises create, deploy, and manage AI agents without coding. The platform includes a drag-and-drop builder, retrieval-augmented generation, and supports SaaS, on-premise, or private-cloud deployments.

Mastra is an open-source TypeScript framework that enables developers to build AI-powered applications and agents, offering built‑in agents, workflows, memory management, and observability tools.