Optimization Recommendations
Operators Can Actually Act On.
Generic optimization tools suggest "reduce energy consumption." Brains tells you to reduce air intake by 5% through air damper AD-906 on Furnace F-901, based on fuel consumption trends from sensor FC-905. Specific equipment. Specific action. Specific impact.
Book a DemoTag Level Recommendations,
Grounded in Engineering Context.
Your operators don't need "optimize energy usage." They need "adjust this valve, on this equipment, by this amount, because of this trend." Brains delivers that specificity because it runs on the Contextual Graph — connecting operational data to the engineering design that defines how your facility should operate.
From Data Trends to Operator Actions.
Equipment-Specific Actionable Recommendations
Every recommendation names the specific equipment, the specific control element, and the specific adjustment. "Reduce air intake by 5% through air damper AD-906." Your operators know exactly what to do, not approximately what to consider.
Fuel & Energy Optimization
Monitors furnace fuel consumption, heater efficiency, and steam generation — identifying optimization opportunities from actual operating trends. Recommendations are tied to specific burners, dampers, and control loops, not to facility-wide averages.
Production Throughput Optimization
Identifies bottlenecks and capacity constraints from real-time process data — recommending set-point adjustments, flow rebalancing, and equipment staging changes that increase throughput without exceeding design limits.
Emissions Reduction Through Operating Adjustments
Connects emissions data to process operating parameters through the Contextual Graph. Identifies which operating adjustments reduce emissions while maintaining production — specific valve positions, specific flow ratios, specific temperature targets.
Process Stability Monitoring
Detects operating instability before it becomes a process upset — oscillating control loops, cycling temperatures, fluctuating pressures. Recommends tuning adjustments and operational changes to restore stable operation before the instability escalates.
Amine System & Chemical Process Optimization
Specialized optimization for amine treating systems, chemical reaction processes, and separation operations — where small adjustments to circulation rates, temperatures, and chemical dosing have outsized impact on efficiency and product quality.
Equipment-Specific Actionable Recommendations
Every recommendation names the specific equipment, the specific control element, and the specific adjustment. "Reduce air intake by 5% through air damper AD-906." Your operators know exactly what to do, not approximately what to consider.
Fuel & Energy Optimization
Monitors furnace fuel consumption, heater efficiency, and steam generation — identifying optimization opportunities from actual operating trends. Recommendations are tied to specific burners, dampers, and control loops, not to facility-wide averages.
Production Throughput Optimization
Identifies bottlenecks and capacity constraints from real-time process data — recommending set-point adjustments, flow rebalancing, and equipment staging changes that increase throughput without exceeding design limits.
Emissions Reduction Through Operating Adjustments
Connects emissions data to process operating parameters through the Contextual Graph. Identifies which operating adjustments reduce emissions while maintaining production — specific valve positions, specific flow ratios, specific temperature targets.
Process Stability Monitoring
Detects operating instability before it becomes a process upset — oscillating control loops, cycling temperatures, fluctuating pressures. Recommends tuning adjustments and operational changes to restore stable operation before the instability escalates.
Amine System & Chemical Process Optimization
Specialized optimization for amine treating systems, chemical reaction processes, and separation operations — where small adjustments to circulation rates, temperatures, and chemical dosing have outsized impact on efficiency and product quality.
Your operators have been running this plant for years. They know it. What they don't have is the ability to watch every sensor, on every piece of equipment, against every design constraint, 24 hours a day. That's what Brains does — and it tells them exactly where to act.
Frequently Asked Questions
Common questions about process optimization recommendations.
Ready to Get Recommendations Your Operators Can Act On?
Connect your operational data. See optimization recommendations specific to your equipment, your processes, and your design constraints — not generic suggestions from a generic model.
- Get tag-level recommendations — specific equipment, specific adjustments.
- Optimize fuel consumption, throughput, and emissions simultaneously.
- Ground every recommendation in your facility's engineering design.
- Ground every recommendation in your facility's engineering design.
- Complement your APC with optimization intelligence it can't provide.