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デジタル生産システム

MSense is where persona-based agentic AI meets real-world manufacturing.

Built for operators, engineers and decision-makers, it transforms raw, scattered data into shared understanding, actionable insight, and intelligent collaboration.

It makes sense.

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ディスクリート生産

MSense is the platform that enables organizations to work with persona based agentic AI in a secure, controlled and fully customer owned environment.
 

Instead of one monolithic system, MSense uses persona-based agents—specialists with clear responsibilities, guardrails and domain knowledge.
Each agent does one thing exceptionally well.



Together, they make sense.

ディスクリート生産

Modern factories generate extraordinary machine data—but most of it lives in silos. The real issues often sit between the machines: the four-minute viscosity change in solder paste, the unplanned operator disturbance, the subtle quality drift that never shows up in your SPI or AOI.
 

MSense brings these worlds together.

It interprets events, enriches data with context, and surfaces the anomalies that matter.

Because better context means better decisions—and better decisions mean better business.

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ディスクリート生産

Persona Based Agents created by you, owned by you.
 

Every agent in MSense is built and operated within the client’s own secure infrastructure.
 

This means:
 

  • Agents never run on external systems

  • All data stays inside protected environments

  • Integrations follow internal IT rules

  • Security, compliance and lifecycle management remain in-house
     

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Build agents for any process.
 

Because all intelligence lives inside the client’s secure environment, MSense supports the creation of agents for virtually any workflow:
 

  • Production lines and workstation flows

  • ERP and business processes

  • Quality and test management

  • Maintenance and service procedures

  • Logistics and supply chain

  • Planning and scheduling
     

No programming required.
No external dependencies.


Just domain expertise turned into operational intelligence..

ディスクリート生産

Full ownership, governance and security.
 

MSense is deployed entirely inside the client’s own environment—cloud or on-prem.
Every agent is created, trained, hosted and governed by the client.

You stay in full command and can:
 

  • Publish approved base agent models

  • Set cybersecurity and access policies

  • Control identity, authentication and data boundaries

  • Enforce audit trails, logging and compliance

  • Manage cost governance and usage limits
     

No external actor handles your agents or your data.
Everything remains under your control.

Contextual Data Enrichment

MSense works hand-in-hand with Mint, our no-code integration engine, to unify data sources from:
 

  • Equipment

  • MES / MOM

  • ERP

  • Environmental sensors

  • Supply chain systems

  • Operator actions
     

This creates a shared operational truth—finally unlocking the value hidden in adjacent events and non-machine signals.

Use any major LLM—on your terms

MSense supports all leading enterprise-grade LLMs. You decide which models may be used, which versions are permitted, and under what rules.

Compatible with:
 

  • OpenAI

  • Azure OpenAI Service

  • Anthropic

  • Google

  • Meta models

  • Other approved enterprise models
     

All foundation models run inside the your governed environment, following corporate IT policies and identity controls.

Start talking to your data

MSense enables natural, conversational interaction with operational data.

Agents can understand and interpret signals from across the entire value chain.

 

They can analyze:
 

  • Production events

  • Quality deviations

  • ERP and business transactions

  • Maintenance history

  • Test results

  • Logistics and supply chain flows
     

Teams can ask questions such as:
 

  • What trends are increasing or decreasing this week?

  • What caused today’s spike in deviations?

  • Are there early signals of tool drift or wear?

  • Which suppliers correlate with higher reject rates?

     

MSense turns data into a conversation partner—fast, intuitive and contextual.

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デジタル生産システム

デジタル生産システム

MSense is built for trust.

Each agent’s domain is transparent, narrow, and verifiable. Users stay in control while the system accelerates decision-making and highlights what needs attention.
 

Today your agents are assistants.
Tomorrow, they become your collaborators.

Your experts shape the intelligence.
 

Operational experts play an active role in how each agent behaves.

Through a no-code environment, they can:

 

  • Fine-tune how agents interpret domain-specific concepts

  • Define rules, tasks, guardrails and expected responses

  • Train agents using real operational data

  • Customize agents for each product, line or site
     

This ensures that every agent reflects the true reality of your processes—not a generic model.

Humans in the loop

Full cost transparency.
 

MSense gives IT full visibility and control over all AI-related costs:
 

  • Approved LLMs and versions

  • Usage thresholds and consumption limits

  • Logging, monitoring and audit

  • Data access rules and service boundaries
     

Nothing is hidden.
Everything is governed by you.

Ready to transform your operations?

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