At 2:14 AM on a Tuesday, a senior operator in a 500,000 sq ft assembly plant watches a critical station drop to 62% OEE. The PLC data says the line is down, but the ERP system — updated on a 15-minute batch cycle — still shows it running. By the time the discrepancy surfaces in the morning production meeting, the plant has lost 47 units of throughput, $23,000 in direct labor cost, and an hour of schedule buffer that cannot be recovered. The operations director knows the data is siloed, the latency is baked into the architecture, and the real-time picture simply does not exist. This is not a process failure. It is an information failure — and it is costing every shift.
Stop Guessing on OEE — See Every Second of Downtime, Live, Across Every Line
iFactory ingests PLC, SCADA, and historian data at sub-second latency on your plant network, computes true OEE in real time, and surfaces the exact root cause of every stoppage — before the shift ends.
Why Your OEE Dashboard Is Lying to You
Most manufacturers rely on ERP batch updates, manual shift logs, or SCADA averages that mask the granularity of every stoppage. The result is a chronic, invisible drain on throughput. Here is what that looks like on the plant floor.
Latency hides micro-stops
A 47-second jam at a conveyor merge — caused by a sensor misalignment — never appears in your ERP. But across 500 cycles per shift, those micro-stops burn 3.9 hours of productive time. That is $8,700 in lost output every day.
OEE is averaged into irrelevance
Your dashboard shows 85% OEE for the shift. But Line 3 actually ran at 62% for the first two hours after a changeover, and Line 7 hit 94% after lunch. A single average buries the root cause — and the opportunity to fix it.
Root cause is a guessing game
When a station drops below 70% OEE, your team spends 45 minutes walking the line, pulling logs, and cross-referencing PLC timestamps. By the time they find the issue — a misconfigured sensor on a pick-and-place — the line has lost 112 units.
Manual data entry costs double
Operators spend 20 minutes per shift keying downtime codes into a spreadsheet. The data is late, inconsistent, and never used for real decisions. That is 2 hours per operator per week — a $14,000 annual cost per line for data that is already wrong.
Reactive maintenance destroys throughput
Without real-time OEE, you cannot detect a gradual performance decay. A conveyor that slows by 3% over a week goes unnoticed until it fails. The emergency repair costs $6,200 in part replacement and 4 hours of downtime — $11,000 in total.
You cannot fix what you cannot see in real time. Book a 30-min walkthrough and we'll show you live OEE on your own plant data.
From Data Noise to Actionable Visibility in Four Steps
iFactory runs on an NVIDIA appliance inside your plant network. It connects directly to your PLCs, SCADA, and historians, computes OEE at sub-second latency, and surfaces the exact cause of every downtime event — without a cloud dependency or a data egress risk.
Connect to Any Data Source
We tap into your existing PLCs (Allen-Bradley, Siemens, Mitsubishi), SCADA systems, and historians — no new sensors, no IT project, no cloud gateway.
Compute True OEE in Real Time
iFactory calculates Availability, Performance, and Quality at sub-second intervals per station, per line, per shift — no batch averages, no delay.
Identify Root Cause Instantly
Every downtime event is tagged with the exact PLC signal, sensor, or alarm that caused it — eliminating the 45-minute walkthrough and the guesswork.
Act Before the Shift Ends
Real-time dashboards, alerts, and shift reports let operators and supervisors respond to OEE drops as they happen — not the next morning.
What You Get with Real-Time OEE from iFactory
These capabilities are built into the platform — no add-ons, no custom development, no integration projects.
Sub-Second OEE Refresh
Every station, every cycle. OEE updates in under one second from the last PLC timestamp. No batch, no delay, no averaging that hides the truth.
Automated Downtime Classification
Every stoppage is automatically tagged with the exact PLC signal — sensor fault, jam, operator wait, maintenance lockout — so you know why, not just how much.
Real-Time Shift Alerts
When a station drops below a configurable OEE threshold, iFactory sends an alert to the supervisor's phone, tablet, or plant PA system — in seconds, not minutes.
Performance Decay Detection
iFactory tracks OEE trends over shifts, days, and weeks. A 2% per-shift decay triggers a flag before it becomes a 15% loss — giving you time to act.
Shift Reports in Under 10 Seconds
End-of-shift reports with OEE, downtime breakdown, and root cause summaries are generated automatically and delivered to email, Slack, or your MES.
Push to ERP or MES
iFactory can write OEE and downtime data back to your ERP, MES, or data lake — closing the loop between real-time operations and business systems.
The Financial Impact of Real-Time OEE
Manufacturers using iFactory see measurable improvements in OEE, reduced downtime, and lower manual data costs within the first 30 days of pilot.
iFactory Delivers Real-Time OEE — End to End
Every deployment includes the platform, the hardware, and the managed service. No hidden costs, no integration surprises, no cloud dependency.
Turnkey Pilot in 6–12 Weeks
We connect to your data sources, configure OEE models, and deploy a working pilot — no IT project, no custom development, no long lead times.
On-Premise NVIDIA Appliance
iFactory runs on your plant network — zero cloud dependency, zero data egress, zero latency. All data stays inside your four walls.
24x7 Managed Service
We monitor the appliance, update models, and provide support around the clock. You focus on running the plant, not maintaining software.
Pilot-to-ROI in One Quarter
We design the pilot to show measurable OEE improvement within 90 days — or we help you scale to full deployment.
No New Sensors Required
iFactory connects to your existing PLCs, SCADA, and historians. No additional hardware, no wiring, no field engineering.
End-to-End Ownership
We handle connectivity, computation, visualization, and reporting. You get a single source of truth for OEE, across every line, every shift.
Real Questions from Operations Leaders
Stop Guessing. Start Seeing Every Second of OEE.
iFactory delivers real-time OEE on your plant network — no cloud, no latency, no hidden costs. Book a 30-minute walkthrough and we'll show you live data from a real manufacturing line.
