
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.
Deep learning enables dispatching decisions that anticipate bottlenecks, adapt to dynamic shop-floor conditions, and optimize output far beyond rule-based methods.
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.
Every shift, every lot, every machine cycle fuels learning. Operational intelligence compounds over time, strengthening output, delivery confidence, and resilience amid market uncertainties.

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.

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