Six months ago, the plant manager at a $4B automotive parts supplier watched a $2.7M production shift slip by because his OEE reports arrived 48 hours late — by the time the data hit his desk, the root cause (a 0.3-second PLC cycle drift on Line 3) had already cost 1,400 units. Today, the same plant runs with real-time OEE dashboards that flag every 0.1% dip as it happens, and their line directors get live alerts before a single part is lost. The difference wasn't a new ERP or a bigger IT team — it was iFactory, an AI-native manufacturing intelligence platform that plugs into existing plant-floor systems and delivers a working pilot in 6–12 weeks.
Stop Losing Production to Data Latency — Get Plant-Wide OEE Visibility in Real Time
iFactory transforms your plant-floor data into live OEE, quality, and throughput metrics — no cloud dependency, no new hardware, no data leaving your network.
Four Metrics That Define a Better Way to Run Your Plant
Every iFactory deployment starts with a baseline. Within one quarter, our customers see measurable improvements across the metrics that matter to plant executives — not theoretical gains, but real numbers from real production lines.
Capabilities That Turn Plant Data into Competitive Advantage
iFactory isn't another dashboard overlay. It's an AI-native intelligence layer that ingests, models, and acts on your plant-floor data — PLCs, SCADA, MES, CMMS, and IoT sensors — without requiring any changes to your existing systems.
Live OEE & Throughput Dashboards
Every line, every shift, every station — OEE, availability, performance, and quality update in sub-second intervals. No refresh button. No waiting for the morning report. Drill down to any 5-minute window to see exactly when and why production slowed.
Anomaly Detection & Root-Cause Alerts
iFactory's AI models learn normal operating patterns for every machine and sensor. When a temperature, vibration, or cycle-time drifts outside the envelope, the system sends an alert before the fault becomes a line stop. Your maintenance team gets the root cause, not just a red light.
One Source of Truth Across All Lines
Stop reconciling data from five different systems. iFactory normalizes data from PLCs, MES, CMMS, and manual entries into a single model. Every manager, engineer, and operator sees the same OEE number for the same line at the same time.
Prescriptive Recommendations for Operators
When a quality parameter starts trending toward the control limit, iFactory tells the operator what to adjust — and by how much. These recommendations come from models trained on your own historical data, so they match your specific machines and materials.
Seamless Connection to Any Plant System
iFactory connects to Allen-Bradley, Siemens, Mitsubishi, and all major PLC brands via native industrial protocols. It also ingests data from SCADA, MES, CMMS, and ERP systems — including SAP PCo — without custom middleware or additional gateways.
100% On-Premise, Zero Cloud Dependency
iFactory runs on an NVIDIA appliance inside your plant network. No data ever leaves your OT environment. No cloud subscription. No data egress fees. Your most sensitive production data stays where it belongs — under your control.
Why Real-Time OEE Is No Longer Optional
Every hour your plant runs without real-time visibility, you're making decisions on stale data. Here's what that costs in concrete terms — and why the plants that move first will win.
48-Hour Data Latency Hides Root Causes
When your OEE report arrives the next morning, the root cause of a 45-minute line stop is already buried under 50 other events. You never learn that a 0.2-second PLC slowdown on Station 4 caused the jam. That pattern repeats, costing 200 units per shift — $850K per year per line.
Reactive Maintenance Wastes 35% of Your Budget
Without real-time anomaly detection, you're either running to failure or doing preventive maintenance too early. Industry data shows reactive maintenance costs 3–5x more than predictive — and every unplanned stop on a Tier 1 line costs $15K–$25K per hour in lost throughput.
Siloed Systems Create Conflicting Truths
Your MES says 92% OEE. Your SCADA says 88%. The line supervisor's clipboard says 85%. Which number do you trust? When three systems disagree, every decision is a gamble. iFactory resolves the conflict by modeling the actual production process — not just collecting log files.
You don't need a multi-year digital transformation to get real-time OEE. Book a 30-min walkthrough and we'll show you how iFactory delivers a working pilot in 6–12 weeks.
From Data-Source Access to Live OEE in Four Steps
iFactory is turnkey. You give us read-only access to your plant-floor data sources. We do the rest — no changes to your existing systems, no new hardware on your network.
Connect Your Data Sources
We connect to your PLCs, SCADA, MES, CMMS, and any other data source on your plant network — typically in one day. No software agents, no API changes, no downtime.
iFactory Models Your Production Process
Our AI engine automatically discovers the relationships between sensors, machines, and production events. It builds a digital model of your specific lines — not a generic template.
Live Dashboards & Alerts Go Live
Within 6–12 weeks, your team sees real-time OEE, throughput, quality, and downtime dashboards. Operators get alerts on their tablets. Managers get daily summaries. Everyone sees the same truth.
Continuous Improvement with AI Insights
iFactory's models keep learning. Over time, they surface patterns your team would never catch: a 3°C temperature drift that predicts a bearing failure 72 hours in advance, or a cycle-time correlation that explains 60% of your quality rejects.
Four Promises That Define Every iFactory Deployment
We don't sell software. We sell outcomes — and we stand behind every one of these commitments.
End-to-End, Turnkey Delivery
You hand over data-source access. We deliver a working pilot in 6–12 weeks. No custom development. No integration consultants. No project management overhead on your side.
100% On-Premise, Zero Cloud Dependency
iFactory runs on an NVIDIA appliance inside your plant network. No data leaves your OT environment. No cloud subscription. No data egress fees. Your production data stays under your control.
Pilot to ROI in One Quarter
Every deployment starts with a baseline. Within 90 days, you'll have measurable improvement in OEE, downtime, or quality — or we'll help you adjust scope at no additional cost.
24x7 Managed Service Included
iFactory comes with 24x7 monitoring, model retraining, and support. Your team doesn't need data scientists or AI engineers. We handle the intelligence layer so you can focus on running the plant.
Questions Plant Executives Ask About Real-Time OEE
Your Plant's OEE Data Is Already Flowing. iFactory Makes It Actionable.
Stop managing production with yesterday's numbers. Book a 30-minute walkthrough and we'll show you how iFactory delivers real-time OEE visibility in 6–12 weeks — with no cloud, no IT project, and no risk.
