FERUMS
FERUMS
AI in Industry

Where mechanical engineering meets artificial intelligence.

FERUMS DIGITAL is our in-house technology arm — building proprietary software platforms, enterprise applications and industrial AI so customers get machines and intelligence from one engineering ecosystem.

One company. Hardware and software.

Unlike traditional industrial suppliers, FERUMS combines mechanical engineering, industrial equipment, software engineering, data analytics and cloud technologies under one roof. Clients no longer buy equipment from one company and digital systems from another — they receive one integrated engineering ecosystem with a single point of responsibility.

Everything starts with engineering: engineering creates infrastructure, infrastructure creates industry, industry creates economies. FERUMS DIGITAL exists to make that infrastructure intelligent.

Software engineering

An elite in-house software team.

Approximately 25 software engineers work across the full technology stack — from embedded systems on the equipment itself to cloud platforms and AI models. The team builds software used by industrial companies worldwide and works side by side with FERUMS mechanical engineers, so every line of code is grounded in real equipment behavior.

Artificial IntelligenceMachine LearningComputer VisionBackendFrontendCloud EngineeringData EngineeringEmbedded SystemsIndustrial IoTMobile AppsDevOpsCybersecurityAPI IntegrationEnterprise SystemsUI/UX DesignSoftware Architecture
FERUMS AI Lab

Industrial intelligence for critical infrastructure.

FERUMS operates its own AI research and engineering laboratory dedicated to industrial applications. Unlike consumer AI, FERUMS AI is purpose-built for engineering: every model solves a specific industrial problem, is trained on equipment physics and validated against real plant data.

Predictive Maintenance

Forecasts equipment failures weeks in advance so reliability teams plan repairs during scheduled stops instead of reacting to breakdowns.

Failure & Root Cause Analysis

Correlates vibration, process and maintenance data to identify why equipment failed — and prevent the same failure across the fleet.

Computer Vision Inspection

Automated visual inspection of components, welds and assemblies for quality teams — faster and more consistent than manual checks.

Engineering Copilot

An AI assistant for engineers: sizing calculations, standards lookup (API, ISO) and equipment selection support directly in the workflow.

Document Intelligence

Search and question-answering across thousands of datasheets, manuals and P&IDs — engineers find answers in seconds, not hours.

Energy Optimization

Analyzes pump and compressor operating points to recommend setpoints that cut energy consumption without sacrificing throughput.

Intelligent Procurement

Matches spare-part requests to OEM catalogs and stock data, reducing sourcing time for maintenance and procurement teams.

Report Generation

Automatically drafts inspection, commissioning and maintenance reports from field data — engineers review instead of retyping.

Proprietary platforms

The FERUMS software ecosystem.

FERUMS Pulse

Asset performance monitoring

Real-time health monitoring for rotating equipment: vibration, temperature and process KPIs on one dashboard, with alerts tied to engineering thresholds — not generic limits.

Used by reliability engineers and plant operations in oil & gas, power and mining. Integrates with existing DCS/SCADA and historians.

FERUMS Predict

Predictive maintenance AI

Failure-mode models estimate remaining useful life of pumps, compressors and seals, turning unplanned downtime into planned interventions and cutting maintenance costs.

Used by maintenance planners and asset managers. Deployed on-premise or in the FERUMS Industrial Cloud.

FERUMS Vision

Computer vision inspection

Camera-based inspection of components, assemblies and production lines: defect detection, dimensional checks and automated quality documentation.

Used by QA/QC teams in manufacturing and metallurgy. Works with standard industrial cameras and edge hardware.

FERUMS Atlas

Engineering knowledge platform

A knowledge graph of equipment documentation, standards and maintenance history with AI-powered search — institutional knowledge that survives staff turnover.

Used by engineering departments and EPC contractors managing large documentation sets.

FERUMS Guardian

Industrial cybersecurity

Monitoring of industrial networks and connected equipment for anomalies and unauthorized access — security designed for OT environments, not adapted from IT.

Used by plant IT/OT teams operating critical infrastructure under regulatory requirements.

FERUMS Plant OS

Digital twin & operations

A living digital twin of the plant: equipment models, live data and simulation in one environment for operations planning, modernization studies and operator training.

Used by plant management and engineering consultants on modernization and expansion projects.

Custom development

Enterprise software built to your requirements.

Off-the-shelf systems rarely match real industrial workflows. FERUMS develops custom enterprise software — from MES and asset management to customer portals and API platforms — designed around your processes, integrated with your equipment and supported through its lifecycle. One partner is responsible for both the machines and the software that runs them.

ERPCRMSCADA IntegrationMESWMSIndustrial DashboardsAsset ManagementDigital TwinInspection SystemsMonitoring SystemsAI PlatformsIoT PlatformsMobile ApplicationsCustomer PortalsB2B PlatformsKnowledge ManagementAPI PlatformsEngineering Databases

How AI works with real equipment.

AI monitors equipment health

Continuous analysis of vibration, temperature and process signals builds a live health profile for every critical machine.

AI predicts failures

Degradation models trained on equipment physics forecast failures weeks ahead — converting emergencies into scheduled work.

AI analyzes vibration

Spectral analysis identifies bearing wear, misalignment, imbalance and cavitation earlier than threshold alarms.

AI recommends maintenance

Condition-based recommendations replace fixed calendars: service what needs servicing, when it needs it.

AI optimizes energy

Operating-point analysis of pumps and compressors finds setpoints that reduce power consumption at the same output.

AI assists engineers

Copilot tools handle documentation search, standard calculations and report drafting — engineers focus on decisions.

One ecosystem: machines and intelligence.