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Dispatching – The Only Thing Matters About Efficiency

Dispatching, associated with maximizing productivity and optimizing delivery precision, is THE ONE and ONLY key operation for wafer fabs. 

A few percent of efficiency improvement translates easily to multi-million dollars of profits.

Our MISSION

The Smart Manufacturing Leap for Mid-Sized Fabs

Deep learning enables dispatching decisions that anticipate bottlenecks, adapt to dynamic shop-floor conditions, and optimize output far beyond rule-based methods. 

Real-World Efficiency Gains, Not IT Burden

Traditional dispatching systems require heavy data engineering and costly infrastructure. Our AI adds intelligence directly on top of existing MES data, delivering immediate productivity improvements and fast financial return. 

A Strategic, Self-Improving Competitive Advantage

Every shift, every lot, every machine cycle fuels learning. Operational intelligence compounds over time, strengthening output, delivery confidence, and resilience amid market uncertainties. 

How We Achieve

From Human Intuition to Intelligent, Scalable Decisions

Hybrid Decision Intelligence: Rule-based + Machine Learning

Hybrid Decision Intelligence: Rule-based + Machine Learning

Deep learning captures expert reasoning patterns hidden in daily operations. It continuously learns delivery pressure, reentrant flow behavior, and equipment constraints to scale operational excellence across shifts and locations. 

Hybrid Decision Intelligence: Rule-based + Machine Learning

Hybrid Decision Intelligence: Rule-based + Machine Learning

Hybrid Decision Intelligence: Rule-based + Machine Learning

We combine established operations logic with data-driven learning, enabling proactive dispatching that keeps bottlenecks flowing and critical lots on schedule. 

Why Now

Smart Manufacturing Is No Longer a Luxury

• Rising competitive pressure from integrated device makers.
• Skilled workforce shortage, long training cycles.
• Delivery precision as the new market currency.


Invest in decision intelligence where the payoff is immediate and compounding.

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