AI + ML POCs
Predictive Maintenance Portal
A minimal POC predictive‐maintenance portal would stream basic equipment sensor data into a simple ML model (e.g., a random forest) to forecast imminent component failures and surface actionable alerts on a lightweight web dashboard.
Predictive Maintenance Portal iPad ViewB2B Lead Time Estimator
A minimal POC B2B Lead Time Estimator would ingest past order, inventory, and production schedule data into a simple regression model to predict delivery lead times and display those estimates on a basic web dashboard.
B2B Lead Time Estimator iPad ViewProduct Configurator
A minimal POC garage door configurator would take customer specs to drive an ML-based upsell engine for accessory recommendations, use a simple regression lead-time model to forecast delivery, then query the National Weather Service API for the OPENAI LLM to suggest the optimal installation date—all surfaced in a streamlined web interface.
Garage Door Configurator iPad View