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    Machine Learning

    No data scientist? No problem! Machine learning is helping more factory workers make smarter predictions

    A larger pool of workers can now foresee anomalies in order to optimize operations.
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    Advanced Control

    Optimizing your supply chain process using real-time streaming data

    Real-time data has unique traits that separate it from other types of data used in machine-learning models.
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    Artificial Intelligence

    Catch up, OT! Machine-learning capabilities for the operational technology side of the house

    OT has lagged in utilizing machine learning to harness the full scope of data.
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    Services Innovation

    In a digital-first world, software quality is vital for modern manufacturing

    Plus: Five trends that we believe will happen in the world of QA in the next three years.

    News

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    Advanced Control

    Super data & bridging brownfield assets

    "It is important to bridge the brownfield world to a new architecture leveraging open standards and broaden access to data."
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    Advanced Control

    More with AJ & Aldo: The benefits of creating an energy baseline

    any prediction model should first be built on first principal historical failures paired with supporting event/process data.
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    Operational Strategist

    How to eliminate manufacturing exceptions with an intelligent collaborative mechanism

    There are promising applications of dynamic scheduling, but further research is needed to scale and scope this methodology.
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    Business Strategist

    Using big data to remedy cloud wastage and unlock cloud optimization

    "The more that complex big-data applications migrate to the cloud, the greater the likelihood of misallocation of resources."
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    Business Strategist

    Hyperautomation: The gateway to connected transformation of enterprise processes

    "Most organizations are often unable to scale and take full advantage of end-to-end automation."