Operations intelligence
Live views of throughput, yield, labour, and exceptions — so supervisors act on the hour, not the month-end report.
Solutions
We do not sell a platform. We solution a decision: inspect, forecast, schedule, document, route. Then we wire the model into the system that already runs the company.

Capabilities
Live views of throughput, yield, labour, and exceptions — so supervisors act on the hour, not the month-end report.
Inspection, shelf, safety, and document vision models wired into the line, the store, and the clinic — not left in a notebook.
Demand, inventory, and capacity models that respect promotions, seasonality, lead times, and the messy data you actually have.
Assistants grounded in your SOPs, MES, ERP, and clinical notes. They draft, retrieve, and route. They do not invent policy.
Pipelines, feature stores, evaluation, and model ops that survive shift changes, audits, and the next vendor swap.
SAP, Oracle, Dynamics, custom MES, EHR, and store systems. Training for the people who will run it on Monday morning.

The method
We walk the line, the aisle, or the ward. We map the constraint, the data that exists, and the decision that has to change.
Architecture before algorithms. Human workflow, model choice, integration path, and the metric that will prove it worked.
Production systems with monitoring, fallbacks, and access control. If it cannot run unattended, it is not done.
Measure, retrain, and hand over. We leave operators with a system they own — not a dependency they cannot explain.
Questions
Start a conversation
A plant, a banner, a brand, a pathway. We will tell you honestly whether AI is the right lever — and what it would take to put it in production.