Agent Approval Workflow Tool

A middleware tool that embeds human approval checkpoints into AI agent workflows, preventing unauthorized autonomous actions. Designed for teams nervous about agentic AI taking actions without explicit user authorization.

The push toward agentic AI systems in 2024-2025 has created real organizational anxiety — enterprises are deploying LLM-based agents that can send emails, modify databases, and trigger external APIs, and most have no control plane sitting between the agent and those actions. No clear incumbent owns this space yet, though Langchain and similar orchestration frameworks offer rudimentary callback hooks that teams are currently cobbling into DIY solutions. The $2k-10k/mo revenue band is plausible for a dev-tools middleware play sold to small engineering teams, but it's a narrow band that assumes you're not landing enterprise deals, which is actually where the real budget for this problem lives. The biggest risk is that the major AI platform providers — OpenAI, Anthropic, AWS Bedrock — build approval and guardrail primitives directly into their agent frameworks, collapsing the independent middleware market before it matures.