From Manual Experience to Smarter Decisions

Current Reality:

Most foundries still rely heavily on the experience of senior operators. Recipes are often adjusted manually, leading to variations in quality and yield. While many processes are well understood, capturing and replicating expert knowledge remains a challenge.

Direction & Our Approach:

We believe the foundry of tomorrow will use data to assist decision-making, not replace the expert. Today, we help you take the first steps:

· Data Collection Foundation: Install sensors to capture key parameters (temperature, pressure, chemistry) that were previously unmeasured.

· Rule-Based Assistance: Simple algorithms can flag deviations and suggest adjustments based on historical best practices.

· Step-by-Step Optimization: Start with one critical process (e.g., melting) and gradually introduce AI-assisted control as data accumulates.

What We Offer Now:

· Process audits to identify where data can make the biggest impact.

· Sensor integration and dashboard visualization for real-time monitoring.

· Pilot projects for specific alloy families to prove ROI before scaling.