AI that orchestrates.
Humans that execute.
Connect your AI agents to human operators for real-world tasks. MCP architecture, Skills system, and fair compensation.
How HumanLoop works
6-step flow from event detection to human execution with continuous feedback.
AI detects event
IoT sensors, APIs or scheduled triggers initiate an event requiring physical action.
event.detect({ source: 'iot_sensor', type: 'anomaly', location: 'Las Condes' })
MCP agents analyze
TaskAgent, RoutingAgent and ValidationAgent process context and requirements.
agents.analyze({ priority: 'high', requires_human: true, skill: 'field_repair' })
Skills process
Specialized Skills (Delivery, Legal, Diagnostic) prepare instructions and optimal routes.
skill.execute('route_optimization', { deliveries: 4, zone: 'Providencia' })
HITL decision
Human operator receives suggestion with full context. They validate, adjust or reject.
hitl.evaluate({ needs_physical: true, needs_judgment: true }) // -> route_to_human
Operator routing
Task is assigned to the most suitable operator based on skills, location and availability.
operator.assign({ type: 'plumber', location: 'Las Condes', status: 'accepted' })
Execution + Feedback
Operator executes with autonomy. Provides feedback that improves future orchestrations.
task.complete({ evidence: 'photo', feedback: 'resolved', operator_paid: true })
Cognitive capabilities with human execution
Each Skill combines AI cognitive processing with a human operator who provides judgment, physical presence, and professional execution.
Communication & Presence
Actors, presenters and spokespersons for events, launches or corporate representations.
USE CASES:
- ▸Product launches
- ▸Brand representation
- ▸Corporate events
Legal & Document Management
Document signing, notarization, legal representation and certified procedures.
USE CASES:
- ▸Document signing
- ▸Legal representation
- ▸Notary procedures
Logistics & Deliveries
Last-mile delivery, shopping, route-optimized courier with real-time tracking.
USE CASES:
- ▸Last-mile delivery
- ▸In-person shopping
- ▸Route optimization
Diagnostics & Plumbing
Certified plumber with SEC certification for installations, repairs and diagnostics.
USE CASES:
- ▸Leak detection
- ▸Gas installations
- ▸Preventive maintenance
Planning & Electrical
SEC certified electrical work: installations, repairs and load planning.
USE CASES:
- ▸Electrical installations
- ▸Safety inspections
- ▸Load planning
In-Person Management
Public procedures, banking, queuing and presence-requiring management.
USE CASES:
- ▸Public procedures
- ▸Bank management
- ▸Queue service
Translation & Mediation
Simultaneous and consecutive interpretation, document translation with cultural context.
USE CASES:
- ▸Simultaneous interpretation
- ▸Legal translation
- ▸Cultural mediation
Visual Content
Professional photography and videography for products, events and real estate.
USE CASES:
- ▸Product photography
- ▸Event coverage
- ▸Editing and delivery
Real Skills, Real Services
These skills are available now. Connect AI orchestration with human operators for physical services in Santiago, Chile.
/business-consultantBusiness Consulting
Connect with a professional software engineer for in-person consulting sessions. Technical translation, architecture consulting, project scoping, and risk assessment.
/iot-security-installerIoT & Security Installation
Professional installation of security cameras, smart home devices, and IoT sensors. Certified technicians with SEC authorization for electrical work.
Join as an operator or integrate these skills into your AI agent.
Real Services via WebMCP
Connect your AI agents to real-world services through WebMCP. Certified professionals, real-time scheduling, and transparent pricing.
How WebMCP Integration Works
Gasfitería Certified SEC
Conecta tu AI con gasfiteros certificados. Diagnóstico remoto, cotizaciones automáticas y scheduling inteligente.
MCP Tools:
Electricidad SEC
Instalaciones y reparaciones eléctricas certificadas. Seguridad garantizada y cumplimiento normativo.
MCP Tools:
Logística & Entregas
Última milla con tracking en tiempo real. Compras presenciales y delivery optimizado.
MCP Tools:
Trámites Legales
Notarías, firmas y representación legal. Documentación certificada y procesos garantizados.
MCP Tools:
Limpieza Doméstica
Servicios de limpieza profesional para hogares y oficinas. Productos incluidos.
MCP Tools:
Pintura & Decoración
Pintores profesionales para interior y exterior. Cotización por m2.
MCP Tools:
Jardinería & Paisajismo
Mantenimiento de jardines y diseño paisajístico. seasonal care y más.
MCP Tools:
Ready to connect your AI to real services?
Watch HumanLoop in action
Explainer videos about how the HITL platform works
HumanLoop - Main Video
Discover how HumanLoop connects AI with human operators
Want to download the videos?
AI + Humans in action
Real examples of how agents and operators collaborate to solve real-world situations.
PropertyAgent
CleaningOperator
Model Context Protocol + Skills
4-layer architecture enabling AI agents to orchestrate real-world tasks through human operators.
Orchestration: HumanLoop Orchestrator
Event detection, task routing and priority management
MCP Agents: TaskAgent | RoutingAgent | ValidationAgent | FeedbackAgent
Specialized agents coordinating via Model Context Protocol
Skills: DeliverySkill | LegalSkill | DiagnosticSkill | EventSkill
Reusable cognitive capabilities with execution logic
Operators: Human execution with professional judgment
Autonomous operators who validate, execute and provide feedback
// Orchestration via MCP - HumanLoop SDK
import { HumanLoopClient } from "@humanloop/sdk";
const client = new HumanLoopClient({
apiKey: "hl_sk_live_...",
region: "cl-santiago"
});
const task = await client.orchestrate({
skill: "logistics.delivery",
context: {
description: "4 deliveries in Providencia",
optimized_route: ["Lyon", "Los Leones",
"Pedro de Valdivia", "Tobalaba"],
priority: "normal"
},
hitl: {
requires_human: true,
operator_type: "delivery",
location: "Providencia, Santiago"
}
});
// Response
// {
// task_id: "tsk_cl_2025_abc123",
// status: "operator_assigned",
// operator: { name: "Carlos M.", rating: 4.9 },
// human_decision: "accepted"
// }Web or Mobile? Technical Analysis
Choosing the right platform for operators: PWA vs Native App with real-time WebSocket communication.
PWA
RECOMMENDED- ✓Single codebase for web + mobile
- ✓No app store approval needed
- ✓Instant updates without user action
- ✓Works offline with cached data
- ✓Push notifications supported
- ✓Lower development cost
- ✓Easy onboarding via URL
Native App
ALTERNATIVE- △Separate iOS and Android codebases
- △App store review delays (1-7 days)
- △Users must update manually
- △Higher development cost
- △Complex deployment pipeline
PWA with WebSocket provides the best balance of functionality, cost, and operator experience. Easy onboarding, instant updates, and real-time communication without app store friction.
Principles of collaboration
HumanLoop operates under a strict ethical framework that ensures humans maintain control, autonomy and fair compensation.
Human supervision always
Every AI decision passes through a human operator who has veto power. The AI suggests, the human decides.
Veto power
Explicit human responsibility
Operators are not simple executors. They have full responsibility for decisions and maintain professional judgment.
Professional judgment
AI as assistant, not boss
The AI orchestrates and suggests, but never orders. The operator decides how, when and if they execute.
Suggest, not order
Bidirectional collaboration
Operator feedback directly improves AI. It's not a one-way system: humans train and correct the AI.
Humans train AI
Amplification, not replacement
AI amplifies human capabilities, doesn't replace them. The goal is to enhance human work, not automate it.
Enhance work
Fair and direct compensation
Operators receive direct payment for their work. 85% goes directly to them. Compensation reflects the real value of their skills.
85% direct
Our commitment
HumanLoop is committed to developing AI that respects and amplifies human work. We are building technology that creates fair opportunities, not systems that exploit or replace.
Genera ingresos con tu expertise
Conviértete en operador de HumanLoop. Gana dinero siendo tu propio jefe, usando tu conocimiento y experiencia.
Te llegan solicitudes
Los clientes necesiten servicios y nuestro AI los deriva a ti según tu especialidad y disponibilidad.
Aceptas y ejecutas
Revisas los detalles, aceptas el trabajo y lo ejecutas. Nosotros coordinamos todo.
Recibes tu pago
Pago automático en 24-48 horas. Sin chasing, sin complicaciones.
Pagos garantizados • Sin competencia desleal • Soporte 24/7
Planes Flexibles
Escoge el plan que mejor se adapte a tus necesidades. Cambia cuando quieras.
Starter
Perfecto para probar la plataforma
- 3 MCP skills básicos
- 10 interacciones/mes
- Soporte por email
- Documentación básica
Professional
Para profesionales independientes
- Todos los MCP skills
- 100 interacciones/mes
- Soporte prioritario
- API access
- Personalización de workflows
- Analytics básico
Enterprise
Para equipos y empresas
- Todo lo de Pro
- Interacciones ilimitadas
- Soporte 24/7 dedicado
- Multi-usuario
- Integraciones personalizadas
- SLA garantizado
- Training incluido
Empresas y organizaciones que confían en nosotros
¿Quieres ser partner?
ContáctanosBecome a founding partner of HumanLoop
Join the pilot and be the first to use our platform. Lifetime exclusive pricing + equity in the success. This is your chance to be an early stakeholder.
Founder Pilot - Only 50 spots
For just $50 USD you get lifetime access to HumanLoop with special prices. Your feedback shapes the final product. This is your opportunity to be an early stakeholder.
Select your contribution:
$50 USDBecome Founder - $50 USD💛 Support the ProjectAny amount helps us growTransparent Investment
Your investment goes directly to product development. No middlemen, no hidden costs. You'll receive weekly progress updates.
Other Payment Methods
Contact us for wire transfers or crypto payments. USDT, BTC, ETH accepted.
Humanloop Maritime
Técnicos navieros certificados cuando los necesitas. IA que orquestra, humanos que ejecutan en alta mar.
🎯 El Problema
La industria marítima depende de equipos críticos (radares Furuno, sistemas GMDSS, AIS, GPS, ecosondas) que requieren técnicos certificados para instalación, mantenimiento y reparación.
Actualmente encontrar un técnico especializado es lento, opaco y depende de redes informales.
Radar Systems
FAR-1523, FAR-1518, FAR-2127 — Instalación, calibración y mantenimiento.
GMDSS & VHF/HF
Sistemas de comunicación marítima certificados SOLAS.
Navigation & AIS
GPS, navegación, transponders AIS — calibración y diagnóstico.
🏗️ Arquitectura HITL
┌─────────────────────────────────────────────────────┐ │ AI ORCHESTRATION LAYER │ ├─────────────────────────────────────────────────────┤ │ │ │ Vessel/Agent Technician Port Authority │ │ │ │ │ │ │ └──────────────┼───────────────┘ │ │ ▼ │ │ ┌─────────────────────┐ │ │ │ HITL Orchestrator │ │ │ │ (LangGraph + MCP) │ │ │ └─────────┬───────────┘ │ │ │ │ │ ┌────────────────┼────────────────┐ │ │ ▼ ▼ ▼ │ │ ┌────────┐ ┌────────┐ ┌────────┐ │ │ │Diagnose│ │ Match │ │Schedule│ │ │ │ Agent │ │ Agent │ │ Agent │ │ │ │ (RAG) │ │(Skills)│ │ (Time) │ │ │ └────────┘ └────────┘ └────────┘ │ └─────────────────────────────────────────────────────┘
🛠️ Stack Técnico
- • zvec — Búsqueda vectorial en SQLite
- • LangGraph — Orquestación de agentes
- • MCP — Model Context Protocol
- • RAG — Retrieval Augmented Generation
- • PostgreSQL — Base de datos principal
💰 Modelo de Revenue
- • Técnico Pro: US$29/mes + 15% comisión
- • Técnico Enterprise: US$99/mes + 15%
- • 85% de compensación va al técnico
- • Furuno — presente en 150+ países
¿Eres técnico naval certificado? ¿Tienes una agencia marítima?
📋 Estado del proyecto: HumanLoop está en desarrollo. Los servicios MCP (gasfitería, electricidad, etc.) son una visión de lo que queremos construir. Hoy puedes unirte a la waitlist para ser de los primeros en acceder cuando lancemos. ¿Te interesa ser operator? Contáctanos
This is a proof of concept
HumanLoop.cl is a HITL architecture experiment exploring how AI agents can collaborate with humans through intelligent orchestration, without replacing human work.
Amplification, not automation
AIs can process data, generate content and coordinate tasks. But physical actions, professional judgment and human presence are irreplaceable. HumanLoop amplifies human capabilities with AI, doesn't replace them.
Human-in-the-Loop as architecture
HITL is not a limitation: it's a design principle. Human operators aren't simple executors of AI instructions. They're professionals with judgment who validate, correct and improve system suggestions.
MCP as orchestration layer
Model Context Protocol enables AI agents to coordinate complex tasks. In HumanLoop, AI orchestrates and plans. Humans decide and execute. Collaboration is bidirectional: human feedback improves AI.
Shared skills, human judgment
Skills are reusable cognitive capabilities: route optimization, document analysis, diagnostics. But the human operator provides local context, field experience and judgment no algorithm can replicate.
Chile as starting point
This concept is contextualized in Chile: with real communes, CLP prices, and local services. Because AI-human collaboration must be thought from real contexts, not just Silicon Valley.
This is a proof of concept of HITL architecture.
Operators maintain autonomy and professional judgment.
AI amplifies. Humans decide.