Hybrid models, AI and data analytics deliver actionable insights to accelerate operations performance First principles-based model analytics combined with plant data delivers rich, actionable insights and trains AI based models for delivering predictive and prescriptive insights. Challenge Inability to incorporate data based analytics and physics based phenomena limits applicability Traditional process models and chemistry insights are not integrated with physics based models and probabilistic distribution of first principles based models leading to limited applicability of first principles data to predict complex phenomena and manage operations risk more holistically. OLI Service Overview Mitigate operational risk and enhance asset integrity with AI and data analytics OLI Consultants use their expertise in thermophysical modeling, process simulation and domain expertise as well as AI and data analytics with state of the art digital tools to design, develop and implement custom digital solutions to mitigate operations risk and perform risk based inspection. No matter what your industrial process, OLI can assist you to accelerate operations excellence and sustainability if this requires chemistry, process simulation, hybrid models and digital automation technologies. OLI Service Differentiation Unique combination of chemistry expertise, process simulation, applications engineering and digital tools Only OLI delivers the blend of complex multi-component chemistry knowledge, deep understanding of applications, capability to perform mass, energy and species balance with an unparalleled cloud platform with Cloud APIs and Cloud Apps as well as trained experts to deliver digital solutions to complex process challenges that deliver operations excellence.