Five real applications on the same platform

Document search, technical drawing reading, decision support, demand forecasting and quality control, all on the same core capabilities.

Document AI

Forge

An assistant that puts the historical document archive back to work, turning years of material into useful answers.

What it does: It connects to Microsoft Graph to pull content from SharePoint and runs a RAG pipeline (retrieval plus assisted generation).
Value: Semantic search across documents, PDFs and historical knowledge, with less time spent digging up context for proposals, pre-sales and execution.

Feature extraction

Reads DXF technical drawings and translates their geometry into data a piece of software can actually use.

What it does: It parses DXF files, recognizes geometric groups, and picks out teeth, slots, radii, bounding boxes and other parameters describing the part.
Value: A technical file becomes features that classifiers, quoting workflows or downstream automation can read directly.

Decision support

Generates the operating actions for blade straightening, from history and a model of the process.

What it does: An API returns corrective action sequences for straightening, combining transformer models with the blade's real dynamics.
Value: It doesn't just read the data: it suggests what to do next. Useful for assisting, or standardizing, a delicate technical call.

Forecasting

A web application estimating future demand from historical sales data plus current and forecast market signals.

What it does: A web interface to pick product type and time horizon, tune the model's parameters, and compare several algorithms side by side.
Value: Strategic and operational decision support: production planning and sales & operations planning on firmer ground.

Quality control

Analyzes assembly curves, spots patterns and deviations, and returns a real-time quality assessment.

What it does: It analyzes assembly curves, identifies patterns and deviations, and automatically classifies product quality.
Value: Classifying process quality in real time means acting on the line immediately, not the next day.

Peer-reviewed · University of Trento

We start with an assessment to find where the platform creates value fastest.