Industrial Intelligence — AI & IoT for Smarter Operations
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Industrial Intelligence

AI & IoT for Smarter Operations

OVERVIEW

Unplanned downtime costs global manufacturers over $50 billion annually. 82% of equipment failures are random — not predictable by calendar-based maintenance schedules. A single cement kiln failure can cost $100K+ per day in lost production. INFINIA addresses this with an integrated AI + IoT platform deployed across 15+ industries — from oil refineries and petrochemical plants to power generation and aquaculture farms.

Fizix AI uses vibration-based predictive maintenance with MEMS accelerometers and proprietary machine learning algorithms to detect bearing degradation, shaft misalignment, rotor imbalance, and mechanical looseness 3–6 months before catastrophic failure. Deployed at Oyak Çimento (INFINIA strategic shareholder), the platform delivers proven industrial ROI with 40% reduction in unplanned downtime and 25% extension of bearing life. Fizix continuously learns from each facility's unique vibration signatures, improving prediction accuracy with every operating cycle.

The Flexy IoT gateway platform connects legacy industrial equipment to the cloud without replacing existing infrastructure. With 30+ plug-and-play modules and 7 connectivity options (LTE, NB-IoT, LoRa, satellite, PoE, Zigbee, RS485), Flexy bridges the gap between factory-floor OT systems and enterprise IT. Pre-configured vertical packages — FlexTrack for fleet management, FlexFactory for OEE monitoring, FlexEnergy for renewable sites, FlexCold for cold chain — accelerate deployment from months to days.

KeepClean extends INFINIA's intelligence platform into industrial fouling prevention — a $15B+ global problem. The Physical Agentic AI autonomously senses fouling conditions, optimizes ultrasonic treatment, and acts in real time across heat exchangers, condensers, cooling towers, RO membranes, and process piping. Proven savings across sectors: refineries ($3M+ per platform), power generation ($4.8M per 600MW facility), desalination ($1.4M+ per plant), and geothermal ($2M+ per 50MW plant with 3.4-month payback).

KEY CHALLENGES ADDRESSED
$50B+ annual cost of unplanned downtime
82% of failures are random, not time-based
High cost of specialized monitoring equipment
Data silos between OT and IT systems
INDUSTRY INSIGHTS

AI Predictive Maintenance for Manufacturing and Heavy Industry

Predictive maintenance powered by artificial intelligence is replacing time-based maintenance schedules across manufacturing, energy, and process industries. Vibration analysis — using MEMS accelerometers and proprietary machine learning algorithms — can detect bearing degradation, shaft misalignment, rotor imbalance, and mechanical looseness 3–6 months before catastrophic failure. Fizix AI, an INFINIA strategic investment, deploys this technology at scale: cement kilns, grinding mills, compressors, pumps, fans, and turbines across facilities operated by Oyak Çimento and other heavy industrial enterprises. The result is 60–80% reduction in unplanned downtime, 25–40% reduction in maintenance costs, and proven industrial ROI.

Industrial IoT Gateway Platform and Edge Computing

The Flexy IoT platform is a modular industrial gateway system featuring 30+ plug-and-play expansion modules for sensing, control, and communication. Three baseboard sizes (Micro, Mini, Standard) accommodate applications from single-sensor monitoring to multi-protocol factory gateway deployments. Connectivity options include LTE, LTE-M/NB-IoT, LoRa, Zigbee, satellite (Inmarsat), PoE Ethernet, and isolated RS485 — ensuring coverage from urban smart buildings to remote mining sites without terrestrial infrastructure. Pre-configured vertical packages (FlexTrack for fleet, FlexFactory for OEE, FlexEnergy for renewables, FlexCold for cold chain) accelerate deployment from months to days.

Smart Building Energy Monitoring and HVAC Optimization

Commercial and institutional buildings account for 40% of global energy consumption. INFINIA's industrial intelligence platform extends into smart building energy monitoring — combining Flexy IoT sensors for real-time energy metering, Fizix AI for HVAC equipment health prediction, and KeepClean ultrasonics for chiller tube and cooling tower fouling prevention. This integrated approach typically delivers 15–30% energy savings, extends HVAC equipment lifespan by 3–5 years, and provides automated ESG compliance reporting for LEED, BREEAM, and ISO 50001 certified buildings. District cooling networks, data center liquid cooling loops, and hospital HVAC systems benefit from the same platform.

PRODUCTS & BRANDS

Industrial Intelligence Solutions

Fizix AI

Fizix AI

AI-powered predictive maintenance for rotating equipment. Detects bearing degradation, misalignment, and imbalance 3–6 months before failure. Deployed at Oyak Çimento with proven ROI. Continuous learning adapts to each facility.

Flexy IoT

Flexy IoT

Modular industrial IoT gateway with 30+ plug-and-play modules. 7 connectivity options from LTE to satellite. Pre-configured packages for fleet, factory, energy, and cold chain. ATEX certification coming Oct 2026.

FlexCore Platform

FlexCore Platform

Development platform for integrators and OEMs to build custom IoT solutions. Industrial-grade I/O, motor drivers, and satellite communication in one kit. Starter kit from ~$200.

EIP

EIP

Enterprise Integration Platform — connects sensor data, AI insights, and metrics to your ERP/MES/BI systems. Executive dashboards, multi-site benchmarking, and automated ESG reporting.

USE CASES

Applications

Cement Plants

Fizix AI at Oyak Çimento: strong ROI across deployments. Detects kiln bearing degradation 3–6 months early. 40% reduction in unplanned downtime.

Oil & Gas Refineries

$3M+ savings per platform: Fizix predictive maintenance + KeepClean heat exchanger protection + Flexy IoT connectivity.

Petrochemical

$2.4M+ per refinery through integrated fouling prevention and equipment health monitoring.

Power Generation

$4.8M savings per 600MW facility. Turbine vibration analysis + condenser fouling prevention.

Desalination

$1.4M+ annual savings. RO membrane fouling prediction + ultrasonic prevention extends membrane life 40%.

Geothermal

$2M+ per 50MW plant with 3.4-month payback. Silica scaling prevention in heat exchangers.

Maritime Fleets

$150K–$350K savings per vessel. Fleet-wide KeepClean deployment with centralized AI analytics.

Aquaculture

35% OPEX reduction, 3-week payback. Net, pipe, and sensor fouling prevention with AquaGuard IoT.

Smart Building Energy Monitoring

15–30% energy savings with Flexy IoT sensors and Fizix HVAC monitoring across commercial and institutional buildings.

HVAC Systems

Predictive chiller and AHU health monitoring. Extends equipment life 3–5 years with vibration and thermal analysis.

Data Centers

Liquid cooling loop and emergency cooling system protection. Prevents thermal excursions with real-time monitoring.

Mining

Process water heat exchanger protection and rotating equipment health monitoring for crushers, mills, and conveyors.

FREQUENTLY ASKED QUESTIONS

FAQ

Predictive maintenance uses AI and sensor data (primarily vibration analysis) to detect equipment degradation 3–6 months before failure occurs. This prevents unplanned downtime that costs manufacturers over $50 billion annually. 82% of equipment failures are random — not predictable by calendar-based maintenance.

Fizix combines proprietary vibration analysis algorithms with INFINIA's Flexy IoT gateway hardware and in-house EMS manufacturing. This vertical integration means faster deployment, lower cost, and unified support — unlike competitors who rely on third-party hardware. Fizix is deployed at Oyak Çimento (strategic shareholder) with strong measured ROI across deployments.

Flexy supports OPC-UA, Modbus TCP/RTU, MQTT, and BACnet protocols with edge computing capability. It connects legacy PLCs and SCADA systems to cloud without replacing existing infrastructure — critical for brownfield factory digitization.

ATEX/IECEx certification is targeted for October 2026 via SZUTEST. This will unlock refinery and petrochemical markets — the single largest expansion opportunity for our Industrial Intelligence solutions.

Whitepaper: Predictive Maintenance in Cement

How Fizix AI reduced unplanned downtime by 40% at a major cement facility. Technical methodology and ROI data.

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