We build industrial AIoT platforms optimized for shipbuilding, energy, and agriculture sites — connecting equipment data with AI for real-time monitoring, automated analysis, and automated report generation.
Collect and monitor industrial equipment data in real time — engine cylinder status, gas emissions, farm conditions, and more. Check field status instantly on the dashboard.
Subscribe to communication device channels and monitor only the data you need. Custom channel views per user improve operational efficiency.
Fully replaces manual report writing. Daily, weekly, and monthly reports are generated automatically from collected data and delivered to the responsible staff.
Automatically detects equipment anomalies and sends instant alerts. When a threshold is violated — such as exceeding IMO carbon emission limits — the responsible staff are notified in real time.
AI analyzes satellite and drone imagery to deliver soil and crop-growth diagnosis plus yield forecasts automatically. You get a precise read on field conditions without a site visit.
Visualize collected sensor data as graphs and trend charts. Time-series comparison makes shifts in equipment condition easy to spot.
9 projects · swipe to browse
Engine Trial-Run Smart Monitoring
Real-time cylinder status monitoring during post-production engine trial runs. Device channel subscription (My Channel), data graph visualization, and automatic report generation fully replace manual reporting.
Emissions Remote Application
A real-time engine exhaust gas monitoring system for compliance with IMO carbon emission reduction regulations. Anomaly alerts, location tracking, and automatic daily, weekly, and monthly reports.
Precision Agriculture
AI analyzes satellite and drone imagery to deliver per-parcel soil and crop-growth diagnosis plus yield prediction. A precision agriculture AIoT platform integrating corporation/member management and farming journals.
AI GeneratedCHJ UMS – AI Camera Installation
Cameras installed on aging flow meters at the OO brewery read meter digits via OCR. Usage per process line is digitized, and remote monitoring replaces manual meter reading.
AI GeneratedOO Electric Hot-Air Heater Monitoring
Location tracking, data acquisition, and remote control of electric hot-air heaters used in shipbuilding. GPS and LoRaWAN track equipment across the yard, with remote power management.
AI GeneratedSpot Cooler Monitoring
Location tracking, data acquisition, and remote control of spot coolers used in shipbuilding. GPS/LoRaWAN-based equipment tracking with PLC data integration.
AI GeneratedPreservation Phase 3
MUSMA terminals attached to dehumidifier sensors inside OO shipyard hulls monitor pressure, temperature, and humidity in real time. A mobile setup captures sensor readings per work location.
Merchant Ship 5-Gas Monitoring
A gas accident prevention system for enclosed spaces during ship construction. 5-gas sensor data streams in real time over LoRaWAN, with instant alerts when thresholds are exceeded.
Maintenance Diagnostics for Heavy Equipment
Vehicle data collected via OBD from OO Heavy Industries' heavy equipment (forklifts, excavators, cargo cranes, and more). Usage and maintenance cycles are identified in advance to support preventive maintenance.
MUSMA's Industrial AIoT solution delivers real, data-driven results across shipbuilding, heavy industry, agriculture, and other industries.See what the data says about our capabilities.
Efficiency gains
System uptime
DX projects delivered
Industries served
Before Adoption
MUSMA's Industrial AIoT solution works with a wide range of industrial equipment — heavy-industry assets such as ships and engines, agricultural machinery, gas emission measurement devices, and more. We support custom integrations tailored to each equipment protocol.
Yes. MUSMA automatically generates daily, weekly, and monthly reports from collected sensor data — dramatically reducing work time and improving data accuracy compared to manual reporting.
MUSMA works with you through the entire journey — from initial consultation to on-site engineering design, implementation, and operational support. Each phase runs transparently with clear goals and timelines.
It depends on the project's scale and complexity. Small systems take about 3 months; large platforms take 6 months or more.
In Operation
Yes. Imagery captured by satellites, drones, CCTV, and more can be analyzed with AI models to deliver a wide range of data.
View the Precision Agriculture CaseYes. With My Channel subscriptions, you subscribe directly to the device channels you need and receive only your equipment's data — cutting out the noise to sharpen operational focus.
When a set threshold is exceeded or a device anomaly is detected, the system fires an instant pop-up alert and sends a notification. Alerts reach the responsible staff via email, SMS, app push, and other channels.
Built-in system settings and admin account management separate access rights by role. All data is collected over encrypted communication, and only administrators can change system settings.
MUSMA provides ongoing monitoring, maintenance, and upgrade support after go-live. A dedicated support channel responds quickly to field issues.
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From equipment data collection to AI analysis and automated reporting, we propose a build plan optimized for your operating environment.
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