Execution & decisions
4 min read
Why Dashboards Don’t Fix Factories
factories improve when insight is connected to ownership, tasking, and execution
Read full article →
The First AI-Native Plant Operating System.
From production data to intelligent decisions — in one unified system.
No hardware required. Demo factory included.
ISO 27001SOC2GDPRAES-256
Enterprise-grade security. Your data, your rules.
WHY IRIS
What Makes IRIS Different
AI-Native Core
AI is not an add-on. It drives every module, every decision, every recommendation.
Closed-Loop Execution
From insight to task to action. AI recommends, humans approve, the system executes.
Digital Twin Simulation
Test changes in a virtual factory before spending a single dollar on the real one.
Modular by Design
Start with one module. Add more when you're ready. No lock-in. No all-or-nothing.
Plug-and-Play Industrial IoT
Built-in IoT that installs fast in any environment. Connect machines, sensors, and PLCs in hours — and start collecting real data immediately.
Built by Factory Operators
Designed by manufacturing leaders who ran real plants — not a software house guessing at your problems.
THE PHILOSOPHY
Measure. Optimize. Automate.
01
MEASURE
Establish the Baseline
Connect IoT sensors, PLCs, and execution systems to capture real-time telemetry. No data gaps. No manual spreadsheets.
02
OPTIMIZE
AI-Driven Discovery
The reasoning engine analyzes cross-process correlations, predicts bottlenecks, and simulates improvements in the Digital Twin.
03
AUTOMATE
Precision Execution
Implement robots, AGVs, or software automation exclusively where the AI has mathematically proven a financial return.
Every IRIS module is built on this principle. We do not automate chaos.
MODULES
One System. All Operations.
Choose what you need. Every module shares the same data layer, the same AI, the same communication bus.
ARTIFICIAL INTELLIGENCE
Talk to Your Factory.
Ask questions. Get answers based on your actual operational data.
“How can I increase OEE on Line 3?”
“What is the ROI if we automate packaging?”
“Where is my biggest bottleneck this week?”
Powered by LLMind — our proprietary manufacturing LLM. Available on-premise. Your data never leaves your network.
◆
IRIS AI Assistant
Connected to your factory
How can I increase OEE on Line 3?
Based on your data from the last 7 days, Line 3 shows downtime peaks during shift change. I recommend...
Show me the breakdown
OPERATIONAL CONTROL
AI-Driven Tasking, Not Just Charts.
IRIS doesn't just generate graphs. It creates action. When an anomaly occurs, the AI assigns specific tasks to the right people based on competence and priorities.
- Internal Communication Loop: System alarms trigger direct messaging between team members.
- Guided by Human Approval: AI analyzes root causes and recommends solutions, but plant leaders make the final decisions.
FOR YOUR TEAM
Built for Every Level of Your Organization.
0
continents deployed
0+
operational modules
0+
years manufacturing leadership
Strategic partner of Saudi Ministry of Industry
Built by former automotive CEOs, Nvidia engineers, and Harvard alumni.
Built for Manufacturing. Across Industries.
IRIS is industry-agnostic. The platform adapts to your processes, not the other way around.
Automotive
Food & Beverage
Pharmaceuticals
Electronics
Heavy Industry
General Manufacturing
CFO ROI Validation
Test automation and robotization investments inside your Digital Twin. Calculate precise ROI based on historical and synthetic data before making physical changes.
Eliminate Hidden Costs
Through Predictive Maintenance (CMMS) and AI Planning (APS), IRIS drastically reduces the financial impact of unplanned changeovers and hidden downtime.
OUR DNA
Built by People Who Ran Factories.
IRIS was not created by a software house entering manufacturing. It was designed by manufacturing leaders who experienced operational complexity firsthand.
Schedule a Demo in Your Region
Choose your timezone for the best experience.
KNOWLEDGE BASE
Explore our expertise
Proven methods and practical guidance for AI-native plant operations — trusted by industrial teams standardizing how work moves from signal to execution.
AI in the plant
4 min read
What a Plant Operating System Actually Means
a plant operating system is useful when it becomes the unified layer that connects data, decisions, tasking, and cross-functional execution
Read full article →
Proof & governance
4 min read
Why MES Alone Is No Longer Enough
MES still matters, but plants now need a wider operating layer that closes execution gaps across functions
Read full article →Browse all articles →
Deep dives on the plant operating model, AI in operations, and execution governance.
Turn production data into action — in real time.
Explore a live demo factory, see AI-driven tasking and communication in context, and validate ROI before you invest.
Not ready? Watch 2-minute walkthrough →