Compliance Automation

Automate the detection of regulatory compliance violations in product and planning documentation, facility sensor data and distribution network data.

Predictive Maintenance

Prevent downtime by training an algorithm to proactively identify early warning signs of equipment breakdowns.

Quality Control

Detect faulty components or finished products more accurately than conventional or manual approaches.

Safety Hazard Detection

Detect potential hazards with greater accuracy by training the detection algorithm with synthetic data simulating possible workplace scenarios.

Analytics Assistant

Analyze and visualize your data with an LLM-powered virtual assistant. Compress the model to run it on the edge.

Documentation Management

Automate the management of product and planning documentation, compliance, distribution network data, and service life and warranty data from finished goods.

Market Research

Create an LLM agent to consolidate market research and customer intelligence from numerous sources and provide suggestions for development teams.

Worker Safety & Training

Create a virtual assistant that can answer employees’ operational and safety questions on the job.

Inventory & Supply Chain Optimization

Optimize raw and finished material stocks and select suppliers optimized for product quality and demand coverage. Reduce costs and delivery times.

Manufacturing Process Optimization

Maximize process efficiency using models and digital twins that optimize production as a function of process parameters.

Plant Scheduling & Resource Optimization

Optimize production schedules considering varying production rates, labor, material and machine availability, demand, weather, and other constraints.

Product Design Optimization

Build design optimization models capable of balancing safety, sustainability, performance, reliability, and cost with multiple objectives for product functionalities.

Predictive Maintenance

Predict maintenance needs with generative AI models trained on historical and live sensor data from manufacturing equipment or machines in-field.

Predictive Quality Control

Predict quality issues before they occur, with real-time feedback loops and integrations into upstream sourcing, planning, and production process teams.

Scenario Simulation

Create digital twin simulations of plants, production lines, and supply chains to run what-if scenarios and other simulations.

Supply Chain Simulation

Create digital twin simulations of all supply chain nodes to game out what-if scenarios to plan for disruptions, with feedback to upstream demand and production planning.

Fault Tolerant Sensing

Create a twin of a critical sensor that can continue to provide reliable data in the event of a sensor failure.

Virtual Sensor

Create a virtual sensor based on correlations with related data to substitute for a sensor in extreme environmental conditions or scenarios with space and power constraints.