Full Stack Physical AI
That Works for You
Successful AI Requires Alignment of First Principles: Purpose, Data, and Math
AI Draws its Power from Probabilistic Analyses of Big Data
Math for Products, Machines, Processes, and Facilities
Serious Operators Demand a Rigorous Approach
OT-First, IT-Compliant
On-Premises AI Software
Open Fast Data Formats
Containerized, Secure & Reliable
Scalable & Maintainable
Optionally Cloud-Hybrid
Robust AI Optimizations
Agentic Assistants
A wrapper on 3rd-party tech
LLMs (but can leverage them)
Copilots
Hallucinations
OT in the Cloud
Proprietary Storage Formats
Pay Per-Tag, Pay Per-Use
High-Cost Vendor Lock-In
Better Formulations & Recipes
Higher Yields
Higher Throughput
More Uptime
Energy Efficiency
Material Efficiency/Less Waste
Higher Product Quality
More and Better Automation
Six Powerful Applications - built by Operators for Operators to Deliver Immediate and Ongoing Value:
These applications can stand alone or seamlessly orchestrate. Easy installs and overlays. No rip-and-replace required. Our apps communicate directly with your OT/IT stack and with each other for a truly consistent architecture to drive instant leverage and continuous process improvement.
ρPipes
It is the data connectivity and AI plumbing with intuitive user interfaces for data registry & mapping across different systems so you can automate how to move your data from where it lives into AI ready datasets and and machine learning tensors to rapidly solve your high-value problems.
ρTruth
A more powerful way to log, own, and control your time-series data as your one source of operational truth. Open format flexibility and AI data-ready without per-tag fees, proprietary file logs, or the need to rip-and-replace legacy systems.
ρOptim
It is the ultimate optimization software with powerful multi-model analytics and model meta-analysis. This patent-pending application creates a permanent record of machine learning for products, machines, processes, and facilities that you seek to optimize and offers optional full loop feedback and automated control capability.
ρPulse
This application will keep you running and extend equipment life with highly configurable equipment health monitoring and alarming. It delivers robust preventive maintenance diagnostics so you can shut equipment down, fix it before it fails, and learn its long-term dynamic behaviors.
ρSense
It is patent-pending camera-based virtual sensing. When your current sensor stack is not enough for your most demanding situations, you can gather additional deep insights and log them as time-series data.
ρSky
It is for processes and facilities that are sensitive to changes in the weather. It will connect to the weather forecast, learn your weather response curves, and help you change your machine, process, and building settings at the right time without overshooting or undershooting your targets.