Agentic AICRH · Manufacturing
Kiln Scheduling with Real-Time Energy Pricing
−18% energy cost per tonne94% schedule adherenceLive in 6 weeks
Read case study →Energy & Utilities
AI for the Energy Transition
From real-time kiln scheduling to multi-year asset maintenance — we build the AI systems that make energy operations intelligent, adaptive and cost-efficient.
See the use casesHow we work in Energy & Utilities
From sensor data to operational intelligence
SCADA & Telemetry Audit
We map your sensor network, control systems and telemetry gaps. We identify where data quality, coverage or latency prevents ML from delivering reliable results — and fix it before building models.
Model Development & Simulation
We train forecasting and anomaly detection models on your historical operational data, backtesting against real plant events. Simulation in a digital twin validates performance before anything touches production.
Live Integration & Continuous Monitoring
We deploy directly into your SCADA or control infrastructure. Automated alerts, real-time dashboards and a maintenance feedback loop ensure the system improves as operating conditions evolve.
Use Cases
Proven outcomes in your sector
Every case below represents a system in production — measurable results, real infrastructure.
Agentic AI
Machine LearningEnergy Distribution
Residential Electricity Consumption Forecasting
Hourly D+1 demand curvesZone-level granularityDynamic flow optimisation
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Machine LearningCubico · Renewable Energy
Predictive Maintenance Across 12,000+ SCADA Sensors
−28% unplanned downtime91% detection precision3–7 days early warning
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Computer VisionEnergy Project Engineering
Extraction of Approval Stamps from Engineering Drawings
Position-agnostic extractionHSV colour-based isolationStructured JSON output
Read case study →Standards
Secure, accountable delivery.
Recognised standards for information security, quality management and responsible data protection.
ENS Alto
ISO 27001
ISO 9001
GDPRContact
Talk to MCCM about your AI roadmap.
Tell us what you want to improve. We will help you shape a practical route from strategy to production.