The State of Machine Learning-as-a-Service in Industrial and Manufacturing

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By Lian Jye Su | 3Q 2020 | IN-5859


Cloud- and Edge-Based MLaaS


DataProphet is a six-year-old startup based in Cape Town, South Africa, that offers Machine Learning-as-a-Service (MLaaS) solely for industrial and manufacturing firms. Made up of a team of 40 engineers, computer scientists, and statisticians, the startup serves a wide range of multi-national corporations, ranging from metal producers (GKN Sinter Metals, Gusswerke) to automotive Original Equipment Manufacturers (OEMs) and Tier-1s (Maxion Wheels, Nexteer, BMW) and mineral processing companies (Manganese Metal Co., Sibanye Stillwater).

The company’s key product, DataProphet PRESCRIBE, is a cloud Artificial Intelligence (AI)-based overall efficiency enhancement solution targeting continuous optimization. By ingesting data aggregated from various software, including Enterprise Resource Planning (ERP), Supply Chain Management (SCM), Product Lifecycle Management (PLM), Manufacturing Execution Software (MES), and Quality Maintenance Software (QMS), and training its AI models using those data, DataProphet PRESCRIBE is able to suggest optimal control parameters, implement those parameters, …

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