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AI Agent Platforms

Definition

AI agent platforms are software environments for creating, deploying, managing, and monitoring AI agents.

An AI agent platform gives teams the infrastructure to build agents without starting from scratch every time. It may include model access, tool integrations, workflow builders, memory, permissions, testing, observability, and deployment controls.

For SMBs, the platform question is not just "which tool is best?" The real question is whether the business needs a lightweight automation platform, a custom agent system, or a managed delivery partner. Buying the wrong platform too early can create a shiny graveyard of half-built workflows.