Explore Our Case Studies
Flotation Recovery Improvements
We implemented ML-driven optimization in phosphate mining, improving recovery by 1% and saving millions.
SGN Optimization in Micronutrients Production
We enhanced SGN in a micronutrients facility with advanced controls, improving product consistency and efficiency.
Phosphoric Acid Manufacturing
We solved the issue of a suboptimal filtration process by utilizing a soft sensor for inflection point prediction, which maximized feed rates and yield.
Whey Permeate Evaporator Optimization
We optimized whey permeate evaporator throughput in a lactose plant, increasing efficiency and production while reducing energy use.
SAG Mill Optimization in Mining
We used AI to optimize mining company's SAG mill, boosting efficiency and reducing costs.
Centrifuge Shear Prediction
We deployed ML for shear prediction in mining, reducing downtime and saving $100k.
Heat Exchanger Fouling Rate Prediction
Developed surrogate measure for real-time fouling estimation in cracked loop exchangers, overcoming limited process parameters in major petrochemical complex.
Crack Gas Compressor Loop Optimization
We used AI to optimize efficiency in the crack gas compressor loop, reducing power consumption by 5% and saving $1M/year.
Commodity Price Forecasting
We implemented AI prediction system, achieving 38% greater accuracy than traditional industry forecasts.
Explosives Manufacturing
We used AI monitoring significantly reduced near-miss incidents and improved safety.
Advanced PPE Detection for Enhanced Safety
We Utilized AI monitoring to minimize near-miss events and boost manufacturing safety.
Delayed Coker Steam Eruptions Prediction
We developed an ML model to predict steam eruptions during coke cutting, achieving an 80% reduction and enhancing safety.
