The challenges of AI, ML and OR adoption
Modeling and optimization solutions—Artificial Intelligence (AI), Machine Learning (ML), and Operations Research (OR)—are very powerful technologies that can add tremendous value to companies, but their successful adoption is still a challenge.
There is significant hype in the market. With thousands of companies currently offering ML software with varying degrees of mathematical sophistication, there are too many options with unclear capabilities and limitations. It can be challenging to differentiate fact from fiction if teams don’t have the expertise in this field—or partner with companies that can help with this process.
Regardless of where you are in the digital transformation journey of your organization, you can get value from modeling and optimization solutions.
Capture the benefits of optimization, advanced analytics, AI, and ML
With our services and know-how that span the entire modeling spectrum, from first principles to data-driven models, Hatch can help you identify the most valuable areas for improvement, and which tools to use. And as importantly, we go beyond the tools and bring a solid strategy through to execution, so you can see both immediate and, long-lasting results.
Integrated value chain optimization
Optimization-based decision-support apps for integrated production-logistics-distribution supply chain systems.
Production optimization
Leverage state-of-the-art OR knowledge to schedule production in any industry, such as mining, mineral processing, metals, oil and gas, transportation, and others.
Data reconciliation and material accounting
Advanced data reconciliation and production accounting to automatically determine all process variable values, including automatic reporting of gross errors, observability- and redundancy metrics.
Online process monitoring
Advanced ML apps to monitor overall process performance and automatically diagnose issues whenever they arise.
Asset management
Quantitative risk-based long-term asset management under financial constraints.
Image analysis
Infer process variables in near real time using image information.
Advanced process control
Unified framework for implementing model predictive control, real-time optimization, and parameter estimation.
Resource and task optimization for projects
Schedule medium- and large-scale projects considering resource constraints, allocations per role, critical paths, and execution timelines.
Advisory and consulting services
We offer services such as tailored training programs, technology assessment and selection, and digital transformation road mapping.
Chris Floudas Award
The Hatch Rail Optimizer was the proud recipient of the 2017 Chris Floudas Award at the 2017 Foundations of Computer Aided Process Operations / Chemical Process Control Conference in Tucson, Arizona, USA. It was selected as the most innovative contribution to the conference from academic papers for the most innovative application of process systems technology to a different domain.
Blogs
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All News“The project presented with quite a few challenges. The rail scope of the corridor was particularly complicated due to varying train lengths, varying passing loop lengths, single and double line sections, (…) I regard the innovation and quality of output presented by the Hatch team as invaluable.”