The night-shift process engineer at a midwestern auto plant watches the thermal profile on the paint-curing oven drift — not enough to trigger an alarm, but enough to produce a 0.3% rejection rate that costs $12,000 per shift. Across town, the maintenance supervisor at a food & beverage facility sees his packaging line's vibration signature shift subtly over three weeks, unaware bearing will seize by Friday morning. In a specialty chemical plant, the operations director manually reconciles data from five different historians to understand why yield dropped 2% last month. These are not failures of equipment. They are failures of visibility — and they happen every day in every plant on the planet. iFactory is the single platform that eliminates them all.
One Platform. Every Signal. Zero Blind Spots.
iFactory unifies production monitoring, quality tracking, equipment health, energy management, and compliance reporting into a single, on-premise intelligence layer — deployed in weeks, not years.
Most manufacturers run their plants on a patchwork of systems — one for OEE, another for quality, a third for energy, a fourth for maintenance, and a fifth for compliance. Data lives in silos. Engineers spend 40% of their time finding and cleaning data instead of acting on it. iFactory replaces this fragmented stack with a single, purpose-built manufacturing intelligence platform that ingests every signal from every source — PLCs, SCADA, historians, CMMS, LIMS, and IoT sensors — and delivers real-time visibility, predictive alerts, and automated reporting from one unified interface. It sits on your plant network, inside your firewall, and it works with the equipment you already own.
Everything Your Plant Needs, One Platform
iFactory is not a collection of bolt-on modules. It is a single, integrated system that covers every operational domain — from the production floor to the boardroom.
Real-Time OEE & Production Tracking
Track every unit, every shift, every line in real time. iFactory calculates OEE, throughput, cycle time, and yield automatically — no manual data entry, no spreadsheets. Alerts fire when performance drops below target.
Statistical Process Control & Defect Detection
Monitor critical-to-quality parameters in real time. iFactory applies SPC rules automatically, detects out-of-control conditions, and correlates quality events with upstream process variables to identify root cause in minutes, not weeks.
Predictive & Condition-Based Maintenance
Ingest vibration, temperature, pressure, and current data from any sensor. iFactory builds health models for every asset and predicts failures 2–14 days in advance — giving you time to plan repairs during scheduled downtime.
Energy & Utility Optimization
Monitor electricity, natural gas, steam, compressed air, and water consumption by line, by asset, and by product. iFactory identifies abnormal consumption patterns and quantifies savings opportunities in dollars per hour.
Automated Reporting & Audit Trails
Generate batch records, shift reports, environmental reports, and regulatory submissions with one click. iFactory captures every data point, every alarm, and every operator action in an immutable audit trail — ready for any inspector.
Unified Data Layer for Any Source
Connect to any PLC (Allen-Bradley, Siemens, Modbus), any historian (OSIsoft PI, Canary, Aspen), any database (SQL, Oracle), and any API. iFactory normalizes all data into a single time-series model — no custom coding required.
iFactory replaces the complexity of five separate systems with one unified platform — deployed on your network, inside your firewall, in 6–12 weeks. Book a 30-min walkthrough and we'll show you your plant running on iFactory live.
From Data to Decision in Four Steps
iFactory is designed for rapid deployment and immediate value. No multi-year implementation. No rip-and-replace.
Connect
We connect to your existing data sources — PLCs, historians, CMMS, LIMS, IoT gateways — using secure, read-only connectors that require no changes to your control network.
Model
iFactory auto-discovers your data model — every tag, every asset, every product — and builds a digital twin of your plant within days.
Monitor
Real-time dashboards, SPC charts, and health scores appear immediately. Alerts fire when parameters drift. Engineers see what matters, when it matters.
Improve
Use iFactory's built-in analytics to identify root causes, quantify savings, and drive continuous improvement — all from the same platform that runs your daily operations.
What Siloed Systems Are Costing You
Every disconnected system adds cost — in lost time, missed signals, and delayed decisions. Here is what the data shows.
Engineer Time Wasted on Data Wrangling
Plant engineers spend an average of 40% of their shift locating, cleaning, and reconciling data from multiple systems instead of analyzing it. At $85/hour loaded cost, that is $68,000 per engineer per year in lost productivity.
Missed Anomalies in the Gaps Between Systems
When OEE lives in one system, quality in another, and maintenance in a third, cross-domain anomalies go undetected. A 0.5% OEE dip that correlates with a 2°C temperature drift and a rising vibration trend goes unnoticed until it becomes a $250,000 downtime event.
Manual Reporting & Compliance Overhead
Generating a single batch record or daily production report takes 2–4 hours of manual work across multiple databases and spreadsheets. In a plant running 300 batches per year, that is 900 hours of non-value-added labor — enough to fund an entire platform.
Measurable Impact Across Every Domain
iFactory customers see results in the first quarter. Here is what a unified platform delivers.
iFactory replaces the complexity of five separate systems with one unified platform — deployed on your network, inside your firewall, in 6–12 weeks. Book a 30-min walkthrough and we'll show you your plant running on iFactory live.
What Buyers Ask About a Unified Platform
Book a 30-min walkthrough and we'll show you your plant running on iFactory live.
Stop Managing Systems. Start Managing Production.
iFactory gives you one platform, one data model, one source of truth — deployed in weeks, not years. See your plant running on iFactory in a live 30-minute walkthrough.
