Agentic AICRH · Process Industry
Agentic Workflow to Optimise Cement Plant Operations
−18% energy cost per tonne94% schedule adherenceLive in 6 weeks
Read case study →Manufacturing
AI-Driven Precision in Industrial Operations
From cement plant scheduling to visual quality control — we build AI systems that reduce cost per tonne, increase throughput and eliminate defect rates in manufacturing environments.
See the use casesHow we work in Manufacturing
From production data to measurable quality and throughput gains
Production Data & Process Assessment
We analyse machine telemetry, quality inspection logs and production records to locate the highest-impact automation opportunities — defect bottlenecks, reactive maintenance patterns, demand misalignment.
Model & Vision System Build
We develop ML models and computer vision pipelines validated against real production conditions — inspecting defect rates, throughput variance and scheduling efficiency before any live rollout.
Plant Integration & Knowledge Transfer
We deploy into your existing MES, ERP or SCADA infrastructure with operator dashboards, alert logic and a full handover programme — so your team owns the system from day one.
Use Cases
Proven outcomes in your sector
Every case below represents a system in production — measurable results, real infrastructure.
Agentic AI
Computer VisionTelecommunications Infrastructure
Visual Quality Control of Field Installations
11 component classesReal-time on-site certificationZero corrective revisits
Read case study →
Machine LearningCRH · Cement
Cement Sales Volume Forecasting
Weekly forecast precisionCalendar & climate variablesSelf-adjusting models
Read case study →
OptimisationCRH · Heavy Fleet
Route Optimisation for Cement Silo Deliveries
VRP multi-stop routingTime window complianceBackhauling enabled
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.