The Human-in-the-Loop Infrastructure
A complete platform for routing, managing, and verifying AI agent tasks with human intelligence. Built on the Model Context Protocol (MCP) and Agent-to-Agent (A2A) standards.
Human4AI MCP Server
The core bridge between your AI agents and human operators. Standardized protocol support for seamless integration with Claude, OpenAI, and custom agents.
- Standard MCP Implementation
- Multi-transport support (SSE, Stdio)
- Secure context handling
Event & Priority Broker
Intelligent routing engine that prioritizes tasks based on urgency, complexity, and operator availability. Ensures critical safety checks are handled instantly.
- Real-time decision streams
- SLA-based routing
- Automatic escalation
Operator Interface ("Percept")
A specialized dashboard for human operators to review, annotate, and approve agent actions. Optimized for speed and accuracy with keyboard shortcuts and focused views.
- Task inspector & history
- Rich media support
- Collaborative workflows
Security & Governance
Enterprise-grade security model ensuring data privacy and isolation between agents and operators.
- Role-Based Access Control (RBAC)
- Audit logging & compliance
- Data redaction & masking
Technical Architecture
Development Stage
Human4AI is currently in Private Beta. We are actively onboarding select partners and developers. The core MCP server and Operator Interface are fully functional and production-ready for pilot programs.