You see a petrochemical plant.

We see a way to improve yield by 2.1%.


Enhance downstream efficiency, reliability, and safety helps leading downstream companies rapidly integrate data from sensor networks, operational sources, enterprise systems, and external providers to power machine learning models that generate predictive insights across refineries, manufacturing, retail, and other downstream operations. This resolves critical issues such as reducing downtime, increasing operational efficiency, enhancing safety, and improving margins, while generating $100s of millions in value annually.

Downstream Oil and Gas Value Chain


C3 Predictive Maintenance

BHC3 Predictive Asset Maintenance

Identify high-risk assets and recommend prescriptive actions before failures occur. BHC3 Predictive Maintenance enables operators to prioritize maintenance expenditures and directly operationalize maintenance through seamless integration with existing work order management and business systems.
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C3 Reliability

BHC3 Reliability

Monitor health and predict failure of systems, subsystems, assets, and components using advanced machine learning algorithms. BHC3 Reliability enhances downstream process performance, improves operational efficiencies, and boosts production.
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C3 Yield Optimization

BHC3 Yield Optimization

Improve throughput and product quality by quickly detecting and mitigating emergent process issues. Apply advanced machine learning techniques to predict downstream product yield issues and pinpoint problematic process steps.
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C3 Inventory Optimization

BHC3 Inventory Optimization

Reduce inventory holding costs, improve cash flow, and enhance supply chain visibility. BHC3 Inventory Optimization applies advanced machine learning to analyze variability in demand, delivery times, quality issues, and supply disruptions to build real-time recommendations and monitoring. Users can set optimization by confidence level and receive real-time notifications and root-cause analyses.
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Use Cases

use case

Price Optimization

Aggregate sourcing data into a unified federated image to perform pricing analytics and visualization. Build optimal price estimates for raw materials based on advanced machine learning analysis of previous pricing and expected consumption.

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Supply Network Optimization

Address supply network variability by pinpointing issues and streamlining operations across individual supply chains and collective supply networks. Perform scenario planning, improve understanding of supplier performance, and generate recommendations based on live data.

Address Downstream Use Cases with the BHC3 AI Suite

The BHC3 AI Suite is a purpose-built platform for developing and operating AI applications that address industry and company-specific use cases. It offers a cohesive, low-code/no-code development environment with a complete and comprehensive set of tools and services to design, build, deploy, and operate advanced, enterprise-scale AI applications.

Explore the BHC3 AI Suite


john lindekugel
Jon Lindekugel

Jon Lindekugel

SVP, Manufacturing & Supply Chain

"On the one hand its very much about dollars and ROI, but on the other we are really focused on customer satisfaction."

Henry Chang
Henry Chang

Henry Chang

Vice President, 3M Connect

“We’ve been engaged with the team to figure out better processes and make user-friendly applications that enable our data scientists to draw insights and conclusions to drive outcomes.”

Proven results in weeks, not years

Get insights into’s capabilities, enterprise AI best practices, and highest-value use cases.
Understand BHC3 AI Suite's capabilities, its model-driven architecture, and test it against your company's sample data set.
Identify a high-impact business problem and collaborate with the team to rapidly build an AI application that solves it.
Scale and deploy a tested application into production. Incorporate user feedback and optimize algorithms to drive maximum economic value.

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