The control room at a 300,000-unit-per-year automotive plant. Three operators watch six different screens — one for the paint shop PLC, another for the body shop OEE, a third for energy management, a fourth for the maintenance ticketing system, and two more for quality dashboards that update every 15 minutes. A shift supervisor shouts across the room that line speed just dropped to 38 units per hour. Nobody knows why for seven minutes. The root cause — a cooling pump bearing running 4°C above threshold — was logged in the vibration monitoring system but never surfaced to the operators who could have acted. By the time anyone connects the dots, 44 units of throughput are lost at $185 per unit. This story repeats across every plant floor, not because the data doesn't exist, but because it lives in silos that no single system can bridge.
One Platform That Absorbs Every Data Source, Every Workflow, Every Shift
iFactory connects to every plant-floor system you already own — PLCs, SCADA, CMMS, ERP, MES, quality databases, energy meters — and surfaces a single operations view in under 12 weeks. No rip-and-replace. No cloud dependency.
iFactory is not another dashboard overlay. It is an AI-native manufacturing intelligence platform that runs on an NVIDIA appliance inside your plant network — no cloud, no data leaving your floor. It pulls live data from PLCs, historians, CMMS, ERP modules, vision systems, energy meters, and environmental monitors. It then models production logic, detects anomalies in real time, and surfaces actionable intelligence through a single interface. Operators stop juggling screens. Engineers stop exporting CSV files. Plant managers stop waiting for end-of-shift reports to know what happened. iFactory collapses the gap between data and decision from hours to seconds.
Six Core Capabilities, One Unified Platform
Every capability ships pre-integrated. No custom development. No middleware. No additional licenses.
Live Production Visibility
Ingest data from every PLC, SCADA, and historian on your network at sub-second latency. iFactory normalizes tag names, units, and time zones automatically. Operators see OEE, throughput, cycle time, and downtime by station — updated every second, not every shift.
AI That Learns Your Process
Pre-trained models detect deviations in temperature, pressure, vibration, flow, and torque before they cause rejects or stoppages. iFactory flags a 2°C drift in a paint booth oven 15 minutes before it causes orange peel defects — and sends the alert to the right operator.
Closed-Loop Actions
When iFactory detects an anomaly, it triggers a digital workflow — notify the maintenance tech, log an asset record, update the shift report, and confirm resolution. No clipboard. No email chain. No lost paper.
Process-to-Quality Correlation
Link every quality measurement — CMM, vision, torque, leak test — to the process parameters at that moment. iFactory identifies which setpoint drift caused a 0.5mm gap deviation and prevents the next 200 bad parts from being built.
Per-Machine Energy Costing
iFactory meters energy consumption at the machine level alongside production data. You see kWh per unit, not plant-wide aggregates. When a compressor starts cycling outside spec, iFactory flags the energy waste and the root cause simultaneously.
Absorb Legacy Systems
iFactory connects to SAP MII, ME, PCo, OSIsoft PI, Ignition, Wonderware, Rockwell, Siemens, Fanuc, and 50+ other systems out of the box. No API development. No middleware. The appliance appears as a data consumer on your OT network — zero firewall changes.
From Data Source to Operator Action in Four Steps
iFactory ships pre-configured for your plant. The team handles data-source mapping during the pilot — you provide read-only access, we deliver a working system.
Connect
iFactory scans your OT network, discovers every data source, and establishes read-only connections. No agents. No software installs on your PLCs or servers.
Model
Our AI models learn your production logic — line topology, process parameters, quality gates, maintenance schedules. The platform builds a digital twin of your plant in days, not months.
Detect
iFactory runs anomaly detection, OEE calculation, and energy monitoring continuously. Every deviation is scored by severity and correlated to downstream impact — cost, quality, throughput.
Act
Alerts, digital workflows, and shift reports surface on a single interface. Operators acknowledge, act, and close loops inside iFactory. Every action is logged for traceability and continuous improvement.
What Fragmented Visibility Costs Every Shift
When data lives in separate systems, every gap between them carries a measurable cost. iFactory closes those gaps.
Unplanned Downtime
Operators discover a line stoppage from a PLC alarm but cannot see the upstream buffer level from the MES. Average automotive plant loses $22,000 per hour of unplanned downtime. iFactory correlates all signals and surfaces root cause in seconds.
Quality Escapes
A 0.3mm torque drift in a fastening station goes undetected for 90 minutes because the torque data lives in the tool controller while the quality data lives in the CMM database. iFactory correlates process to quality and flags drift before bad parts ship.
Energy Waste
A 200-hp air compressor runs unloaded for 14 hours a day because the production schedule in the ERP never reaches the energy management system. iFactory meters energy at the machine level and correlates it to production state — no more paying for air nobody uses.
Measurable Impact Within One Quarter
iFactory delivers pilot-to-ROI in 12 weeks. These are real results from production deployments across automotive, aerospace, and industrial equipment plants.
Your plant already generates the data. iFactory is the platform that makes it actionable. Book a 30-min walkthrough and see your plant data live on our platform.
Frequently Asked Questions About Platform Breadth
Stop Juggling Screens. Start Seeing Your Plant.
iFactory connects every data source on your floor and surfaces one view in under 12 weeks. On-premise. No cloud. No rip-and-replace.
