The Industrial AI-pilot
The Industrial AI-pilot product uses Petuum’s cutting edge AI/ML algorithms to deliver streaming predictions, prescriptions and autosteer 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
Augment 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 AI-pilot Features
- Prescriptions: Provides streaming predictions and prescriptions to optimally achieve multiple business and operational objectives
- Autosteer: Enabled with autosteer 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
The Results:
Smart plants with standardized operations that can be run at repeatable efficiency.
Why Petuum Industrial AI-pilot Product 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 control systems, for scalable, rapid deployment and time to value
