An AI firewall is a security layer that inspects prompts and model responses for prompt injection, sensitive data, and unsafe output. This guide compares it with an AI gateway on placement, what each inspects and blocks, OWASP LLM Top 10 coverage, MCP tool calls, and how to run both.