Six months ago, the plant floor at a midsize automotive parts manufacturer was a sea of paper logs and frantic calls to the maintenance supervisor. Every morning, the shift lead would walk the line, clipboard in hand, manually recording OEE for each of the 12 assembly cells. By the time the data reached the plant manager's desk, it was already two shifts old—useful only for post-mortems, not for action. Today, that same plant manager opens a single dashboard at 7:00 AM and sees real-time OEE, scrap rates, and downtime root causes for every cell, updated every 30 seconds. The morning huddle now starts with decisions, not data collection. This is the outcome iFactory delivers in weeks, not years.
From Manual Clipboards to Live OEE in One Quarter
Stop running your plant on yesterday's data. iFactory delivers a real-time OEE and production visibility pilot in 6–12 weeks—on your network, with zero cloud dependency, and no rip-and-replace of existing equipment.
What a Connected Plant Delivers in 90 Days
These are the average improvements across iFactory's manufacturing deployments. Your numbers will vary, but the trajectory is consistent: visibility drives action, and action drives margin.
Five Capabilities That Turn Data Into Decisions
iFactory is not a dashboard overlay. It is a full-stack manufacturing intelligence platform that ingests, models, and surfaces plant-floor data in real time—without a single line of custom code from your team.
Live OEE & Availability
Every production unit, every shift, every minute. iFactory calculates OEE, availability, performance, and quality automatically from PLC, sensor, and MES data. No manual entry. No spreadsheets. No lag.
Downtime Root-Cause Engine
When a line stops, iFactory logs the event, correlates it with upstream/downstream sensor data, and surfaces the probable root cause—before the technician arrives. Downtime logs are no longer opinion; they are data.
Real-Time Scrap & Quality Alerts
Set tolerance windows on critical process parameters. iFactory flags excursions the moment they exceed limits, and associates each bad part with the exact machine state that caused it. Quality is no longer a lagging indicator.
Shift Performance Dashboards
Role-based views for operators, supervisors, and plant managers. Every person sees what they need—cell-level OEE for the team lead, plant-wide trends for the director—on a single pane of glass updated every 30 seconds.
Configurable Production Reports
End-of-shift, daily, and weekly reports generated automatically and distributed via email or dashboard. No more pulling data from three systems and stitching it into a PDF. Reports are done before the shift ends.
The Cost of Running Blind
Every minute of unmonitored production is a minute of margin erosion. These three pains are the reason plants that invest in real-time visibility see a payback measured in months, not years.
Stale Data Drives Wrong Decisions
A plant manager makes 20–30 operational decisions per day. Without real-time OEE, those decisions are based on data that is 8 to 24 hours old. By the time scrap is visible, 200 bad parts have already been made. At a cost of $12 per part in rework, that single delay costs $2,400 per incident—compounded across every line, every shift.
Downtime Root Causes Stay Hidden
When a line stops, the first question is always "what happened?" Without time-series sensor correlation, the answer is a guess—usually the last operator on the line. iFactory's root-cause engine eliminates the blame game. One automotive plant discovered that 40% of their "mechanical" downtime was actually triggered by upstream starvation. They fixed the conveyor buffer, and availability jumped 14% in two weeks.
Manual Data Collection Consumes Operator Time
Operators at a typical assembly plant spend 45–90 minutes per shift filling out OEE logs, downtime sheets, and quality checklists. That is 10–15% of their productive time spent on data entry, not on running machines. For a plant with 50 operators across three shifts, that is 75 hours per week of lost production labor—at $25/hour, that is $97,500 per year in hidden cost, before the errors in manual data are considered.
Stop running your plant on yesterday's data. Book a 30-min walkthrough and we'll show you how a $50M manufacturer cut scrap by 22% in 90 days.
From Data Source to Live Dashboard in Four Steps
iFactory is an end-to-end, turnkey platform. You hand over access to your data sources—PLCs, sensors, MES, SCADA—and we deliver a working pilot in 6–12 weeks. No custom code. No cloud. No consultants.
Connect
We connect to your existing PLCs, sensors, and databases via our on-premise NVIDIA appliance. No changes to your network. No data leaves the plant floor.
Ingest & Model
iFactory automatically discovers data tags, builds a time-series model of your production process, and maps it to OEE, downtime, and quality metrics.
Configure
Your team defines shift schedules, production targets, scrap thresholds, and alert rules through a no-code interface. The platform adapts to your process, not the other way around.
Go Live
Within 6–12 weeks, your plant has a live, real-time OEE dashboard. Operators see their cell. Supervisors see their lines. Plant managers see the whole factory. Data updates every 30 seconds. No training required.
Four Promises That Define Every Deployment
iFactory is built for operations teams that need results, not another IT project. Every deployment is end-to-end, turnkey, and delivered on your timeline.
End-to-End, Turnkey Delivery
We handle the entire pipeline—from data-source connection to dashboard configuration to operator training. You provide access; we deliver a working pilot in 6–12 weeks. No consultants, no system integrators, no hidden scope.
100% On-Premise, Zero Cloud Dependency
iFactory runs on an NVIDIA appliance inside your plant network. No data egress. No cloud subscription. No internet dependency. Your production data stays where it belongs—inside your four walls.
Pilot to ROI in One Quarter
We measure success the same way you do: OEE improvement, downtime reduction, scrap savings. Our average pilot delivers measurable ROI within 90 days of go-live. If it doesn't, we help you understand why and adjust.
24x7 Managed Service
iFactory is a managed platform. We monitor the appliance, update the software, and provide support around the clock. Your team runs the plant. We run the intelligence layer.
Questions Plant Operators Actually Ask
Your Plant's OEE Data Is Already Flowing. Let Us Surface It.
Stop guessing and start seeing. iFactory delivers a live OEE dashboard on your plant floor in 6–12 weeks, with no cloud, no custom code, and no risk. Book a 30-minute walkthrough and we'll show you what your data can do.
