UDI | Statistics × AI for Trustworthy Intelligence

Industry Agent Solutions

Industry Solutions

We use platform capabilities to serve projects, then turn successful experiences into reusable models, components and infrastructure.

01 / Solution

Connect literature, experiments, computational tools and expert knowledge through large-model agents.

Literature and patent retrieval

Crystal and molecular knowledge

Experiment design

Property prediction

R&D memory

Shorten research exploration and structure evidence under limited experimental data.

02 / Solution

Combine equipment knowledge, sensor streams, work orders and predictive models for maintenance decisions.

Time-series understanding

Anomaly and cause candidates

Failure warning

Maintenance retrieval

Work-order suggestions

Move from isolated prediction to traceable operational decision support.

03 / Solution

Coordinate orders, capacity, process, quality and inventory constraints through specialized agents.

Order understanding

Constraint-aware scheduling

Workcell coordination

Visual inspection

Dynamic replanning

Enable reliable intelligence for small-batch, high-variation and strongly constrained production.

Operating Model

Validate value through strategic projects, then compound the outcomes into reusable models, components and industry knowledge bases.