Industrial AI Optimum

Petuum Optimum uses Petuum’s cutting edge AI/ML algorithms to deliver streaming predictions, prescriptions and supervised-steer while respecting applicable dynamic and static constraints.

AI-Enabled Journey to Autonomous Operations

Key Benefits

Excel on your business metrics

  • Higher yields, better throughput, lower costs
  • Standardized, predictable operations for repeatable “golden” days

Amplify operator skills with advanced AI

  • Capture and understand linear, non-linear, temporal and long-range patterns in your data
  • Push complex processes outside of easy comfort zones to meet business objectives

Improve sustainability & operational excellence goals

  • Lower emissions
  • Increase quality & safety
  • Increase use of alternative fuels

Petuum Industrial Optimum Features

  • Prescriptions: Provides streaming predictions and prescriptions to optimally achieve multiple business and operational objectives
  • Supervised-steer: Enabled with supervised-steer for assets, processes and key initiatives while respecting applicable dynamic and static constraints
  • AI/ML-driven: Delivered with Petuum’s cutting-edge data processing and advanced AI and ML algorithms
  • Standardized integrations with plant control systems and data infrastructure for rapid deployments across sites and lines using our flexible advanced AI-Pilot dashboards and controls. 

Read the CEMEX Story

The Results:

Smart plants with standardized operations that can be run at repeatable efficiency.

Why Petuum Industrial Optimum vs Traditional Solutions

  • Sophisticated techniques for data cleaning and normalizing, so the AI is robust to noisiness, unlike traditional solutions
  • Applied ML/DL models that learn based on real data, avoiding assumptions of linearity or correlation, and sensitive to linear, non-linear, temporal and long-range patterns in the data
  • Repeatable machine learning pipelines and standardized interfaces with managed through AI-Pilot control systems and dashboards, for scalable, rapid deployment and time to value