
Build with iNAGO
From pilot to production deployment, guided by iNAGO experts.
netpeople Platform
Deploy and operate AI agents in real-world systems.
netpeople Starter
Turn documentation into deployable AI agents.
netpeople Agent Evaluator
Objective performance measurement across any AI system.
Build. Measure. Improve.
Products

Manufacturing
AI Agents for Real Manufacturing Systems
netpeople AI Agents operate across equipment, production workflows, and factory systems — delivering reliable, measurable assistance directly within manufacturing environments.
Designed for industrial environments, including secure on-device deployment and integration with machine data.
Built for Real Manufacturing Environments
Manufacturing systems operate under constraints that generic AI cannot handle.
Machine-Driven Environments
Live equipment data, system states, and process signals must be understood in real time.
On-Site & Offline Operation
Factories often require on-device AI that operates without cloud dependency.
Integrated Systems
AI must work across machines, MES, enterprise systems, and existing workflows.
Operational Reliability
Safety, compliance, and accuracy are critical — errors directly impact production.
The netpeople Platform for Manufacturing AI
netpeople enables AI Agents to operate inside real manufacturing environments — not as isolated assistants, but as connected, measurable systems integrated with machines, data, and workflows.
Operate Where Manufacturing Happens
Cloud and On-Device AI Runtime
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Deploy in cloud or directly on machines and edge devices
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Operate without continuous internet connectivity
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Respond to real-time equipment signals and events
Integrated Across Systems and Workflows
From Machine Signals to Enterprise Systems
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Connect to equipment, MES, and enterprise systems
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Understand structured operational data and context
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Support workflows, not just answer questions
Measured and Continuously Improved
Operational Performance You Can Trust
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Evaluate performance using netpeople Agent Evaluator
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Define domain-specific success criteria
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Continuously refine behavior through structured feedback
Built on domain-specific understanding for manufacturing environments — enabling higher accuracy in real operational use.
Architecture for Intelligent Manufacturing Systems
netpeople AI Agents connect machines, systems, and users — enabling intelligent operation across real manufacturing environments.
The netpeople Agent Platform connects AI Agents directly to manufacturing environments — integrating machine data, enterprise systems, and operational workflows.
Agents run in both cloud and on-device environments, enabling deployment in factories with strict connectivity, safety, and performance requirements.
Through integrated evaluation and structured feedback, agent behavior is continuously measured and improved over time.
Operational AI in Manufacturing
netpeople AI Agents operate directly within production environments — supporting real workflows, systems, and decisions.
Real-Time Equipment Troubleshooting
Operators receive immediate, context-aware guidance based on machine state, documentation, and prior issues.
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Integration with machine signals and system state
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Structured knowledge from manuals and procedures
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On-device runtime for real-time response
Responds to real conditions — not just user questions.
Guided Maintenance and Operational Workflows
AI Agents guide technicians through procedures, inspections, and recovery steps — ensuring consistency and reducing error.
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Structured procedural knowledge
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Workflow-aware interaction
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Integration with operational systems
Delivers interactive guidance within real workflows.
Integrated Operational Intelligence
AI Agents connect machine data, MES, and enterprise systems to provide unified insight and trigger actions.
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Integration across MES, ERP, and APIs
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Contextual understanding across systems
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Agent-driven task coordination
Moves from answering questions to enabling action.
MUTUALISM: Connecting Industrial Systems
Manufacturing systems span machines, software, and services from multiple vendors. MUTUALISM enables them to operate as a unified system.
Led by iNAGO, MUTUALISM is an open ecosystem model built on shared data and interoperable architecture — allowing technologies and intelligent agents to work together.
The netpeople Agent Platform provides the AI layer within this ecosystem, enabling coordinated interaction, integration, and continuous improvement across connected manufacturing environments.

Why netpeople for Manufacturing
AI in manufacturing must operate inside real systems — not around them.
Built for Real Environments
netpeople AI Agents run directly within machines, devices, and on-device environments where cloud access is limited or unavailable.
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System and API integration
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Cross-system coordination
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Multi-agent architecture
→ Runs where operations happen
Integrated, Not Isolated
netpeople AI Agents connect across machines, systems, and services — not as standalone tools.
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System and API integration
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Cross-system coordination
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Multi-agent architecture
→ Enables connected intelligence
Measurable and Controllable
netpeople AI Agents are evaluated and improved through structured performance measurement.
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Objective evaluation
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Continuous improvement
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Transparent performance
→ Delivers AI you can trust