Purpose-built AI products for real operations
Beyond custom projects, we build and run AI products for the industries we know best, from PLC engineering to mining, foundries, and factory-floor inspection.
Deep problems deserve dedicated tools
Some challenges show up again and again across an industry: writing and debugging PLC code, optimizing a foundry charge, inspecting parts on a line, turning mining data into decisions. For those, a focused product beats a one-off build.
So we built them, and we run them. Each product carries the same discipline as our consulting work: it targets a real operational problem, integrates with the systems you already use, and keeps people in control.
Where our products help
- PLC development, debugging, and optimization
- Charge optimization and cost per melt in foundries
- Real-time visual inspection on production lines
- Operational intelligence and decision support in mining
Our AI products
Four products, each built for a specific operational problem.
AI copilot for PLC development, debugging, and optimization.
PLCAssist is an end-to-end AI product for PLC engineering, from scenario planning to full program synthesis, debugging, and optimization.
- Scenario planning
- Program synthesis
- AI-assisted debugging
- Optimization
Operational intelligence platform for mining.
MineCortex is an operational intelligence platform that optimizes mining through AI-powered insights and decision support.
- Operational intelligence
- AI-powered insights
- Forecasting
- Decision support
Charge optimization software for steel foundries.
MetalsCortex is charge-optimization software for steel foundries: simultaneous linear programming across all 18 elements and 46 alloy standards to cut raw-material cost per melt.
- Simultaneous optimization
- Cost per melt
- Browser-based
- Specification-safe
Adente Vision
Plug-and-play AI inspection for production lines.
Adente Vision is a plug-and-play AI inspection unit that runs five industrial checks at once in a single integrated system for production lines.
- Anomaly detection
- Defect detection
- Assembly verification
- Measurement and part ID
Built on the same principles
Whatever the product, the approach behind it stays consistent.
Built for real operations
Every product is designed to run inside daily work on the line, in the plant, on site, not as a demo that never ships.
Integrates with what you run
We connect to the cameras, machines, and systems you already run instead of demanding a rip-and-replace.
Fast to adopt
Plug-and-play hardware and browser-based tools keep setup light, so value arrives without a long IT project.
Human in control
Our products augment expert judgment and keep people in the loop, rather than replacing them.
Domain-deep
Each product is built for a specific industry problem we understand end to end.
Product plus partnership
We build, run, and support these products, and can extend them with custom work around your workflows.
Which product fits which operation
Common questions
Are these products or services?+
Both. We build and operate these AI products, and we also deliver custom AI strategy, integration, and deployment as services. Many engagements combine the two.
Can we try a product before committing?+
Yes. Each product has its own site to explore, and we can scope a pilot around one of your real workflows so you see measurable results before scaling.
Will the products work with our existing systems?+
They are designed to. We integrate with the cameras, machines, and software you already run, and several products are browser-based or plug-and-play to keep setup light.
What if we need something the products do not cover?+
We build custom AI around your workflows. The products are a starting point; our services extend them or deliver something purpose-built.
Not sure which fits your operation?
Tell us about your workflows and we will point you to the right product, or scope a custom solution.

