Human-operated execution infrastructure for AI systems.

I design and operate structured human execution layers for AI-driven systems.

My focus is the formal integration between autonomous agents and real-world environments — without simulating automation where none exists.

This is not an automation startup.
It is a transparent, protocol-defined, human-operated execution node with verifiable outputs and explicit operational constraints.

The Human Execution Node architecture has evolved into a structured integration-ready model including:

• TaskRequest → TaskReceipt → TaskResult workflow
• Public API specification
• Machine-readable node metadata
• Cryptographic identity binding (Ethereum personal_sign)
• Explicit Trust Model (identity, execution, evidence layers)
• Defined SLA (<24 business hour receipt confirmation)
• Structured intake requirements
• Commercial policy separation (integration testing vs physical execution)
• Real-world and simulated case studies
• Full integration flow examples

Status: Active and available for structured pilot integrations.

Reference implementation of a hybrid AI–human execution model operating in Andalusia, Spain.

Includes:

• Structured task request schema
• Manual acknowledgment protocol (ACK)
• Machine-readable completion response
• Evidence package (photos, video, PDF)
• SHA-256 integrity manifest
• Explicit human SLA model
• Cryptographic identity layer
• Trust model documentation

AI → structured request → human physical execution → structured completion → verifiable evidence

AI-assisted anomaly detection → selective human verification → risk score adjustment

Repository: https://github.com/ai-human-andalusia/execution-node

Technical node: https://node.ai-human-services.com/

• Human-in-the-loop by design
• Explicit acceptance before scheduling
• No false real-time claims
• Verifiable evidence delivery
• Protocol-driven integration
• Transparency over automation
• Accountability over abstraction

• AI Agents
• Hybrid AI–Human Systems
• Real-World Verification Layers
• Digital-to-Physical Interfaces
• Structured Execution Protocols
• PropTech Infrastructure
• Agent Integration Architectures

Structured TaskRequest submissions: https://www.ai-human-services.com/

For technical collaboration or pilot integration discussions, feel free to connect.