Our team works with state-of-the-art platforms in AI, edge computing, computer vision and the cloud that underpin our solutions and services.

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Deterministic AI-Driven Tools for Root Cause Analysis

Our root cause analysis tools process data from multiple sources—including machine data, incident reports, and shift logs—to pinpoint specific issues that lead to increased scrap, quality problems, and machine downtime. While AI tools can be highly effective in this area, high‑stakes operations require reliable, explainable decisions to avoid costly errors. To address this need, we use state-of-the-art deterministic tools that leverage advances in AI while ensuring all decisions follow a verifiable, deterministic workflow. This approach eliminates the risk of errors caused by model drift.

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Factory Floor Data Collection and Continuous Monitoring

To uncover deeper insights on the factory floor, we are developing a data collection and continuous monitoring solution. This solution collects data from PLCs and organizes it into a universal representation, enabling it to be consumed by multiple agentic workflows that enforce rules and monitor deviations.

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Video and Audio Generation

Next-generation user interfaces and training tools will increasingly rely on AI-generated audio and video to deliver enhanced user experiences. In anticipation of this shift, our team is developing generative AI tools for high-quality audio and video generation tailored to manufacturing applications.