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Technology

The MLOps Workflow: How Barbara fits in

Most industrial companies (up to 77% according to a last-year study by IBM) are working or planning to work with AI and Machine Learning as a means to optimize their operations or enable new revenue streams. And Machine Learning Operations (MLOps) is becoming the paradigm as a work framework for the Data and Infrastructure teams involved. Understanding the MLOps workflow is crucial for those companies; but also for Barbara, who is at the forefront of Edge AI for industrial applications. So, let’s break down this workflow and see how Barbara integrates into each phase.

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The MLOps Workflow: How Barbara fits in

Most industrial companies (up to 77% according to a last-year study by IBM) are working or planning to work with AI and Machine Learning as a means to optimize their operations or enable new revenue streams. And Machine Learning Operations (MLOps) is becoming the paradigm as a work framework for the Data and Infrastructure teams involved. Understanding the MLOps workflow is crucial for those companies; but also for Barbara, who is at the forefront of Edge AI for industrial applications. So, let’s break down this workflow and see how Barbara integrates into each phase.

Technology

Scaling Edge AI in Manufacturing

Many companies find themselves underprepared for the complexities involved in expanding their projects within the Edge. Proof of concepts (POCs) typically focus on one or a few locations, but if successful, they must scale to hundreds or even thousands of locations. This article highlights key factors for thriving with Edge AI in the digital age.

Smart Manufacturing

Transforming Industrial Manufacturing with Edge AI

AI enables machines to learn from data, make decisions, and adapt to changing conditions, thereby optimising manufacturing processes to a greater extent. This fusion of automation and AI is transforming the manufacturing industry and driving innovation in ways never seen before.

Smart Manufacturing

Sustainability and Efficiency through Edge AI in the Cement Industry

In industrial manufacturing, the cement industry is notable for its considerable environmental impact and high energy usage. Amid increasing environmental concerns and a drive towards sustainability, edge computing presents innovative solutions to improve supply chain efficiency, sustainability, energy conservation, and product traceability.

Technology

Edge AI: Catalysing Transformation in the Chemical Industry

In the age of AI, the chemical industry finds itself on the brink of a major shift, propelled by the demands for enhanced efficiency, sustainability, and innovation.‍ Edge AI emerges as a key technological enabler, offering unparalleled capabilities for real-time monitoring and control, predictive maintenance, supply chain management, and enhancing sustainability and energy waste optimization.

Smart Manufacturing

Barbara and the ODEON Project: Driving the Digital Energy Transition Through Edge AI

In an era where sustainable and efficient energy solutions are more critical than ever, Barbara's recent partnership with other 33 companies in the ODEON project will contribute to the journey towards a greener, smarter energy future.

Smart Grid
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Resources

Industrial Energy Efficiency Plan 2023

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How Edge Computing is changing the Industrial sector

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The state of cybersecurity in industry (only available in Spanish)

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