ADD AI INTO YOUR BIG DATA STACK

Open-Source Libraries

Develop custom-built machine learning platforms on top of Skymind's suite of open-source, deep-learning libraries.

Prerequisites

  • Complex requirements that required a tailored-fit solution.
  • Organizations constrained by legacy IT infrastructure.
  • Data security and governance protocols which prohibit the use of close-sourced tools.

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Distributed Training

Accelerate model training by distributing workloads across an on-premise or cloud-based GPU or CPU cluster.

Prerequisites

  • Massive datasets composed of millions and millions of examples.
  • Using data types that consume large amounts of memory (e.g. high-definition video).
  • Use cases that leverage large neural networks such as BERT.

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Model Serving

Manage, version, integrate, and monitor machine learning models within big data infrastructure.

Prerequisites

  • Many machine learning models that are ready for production deployment.
  • A need for a streamlined platform to translate research (Python) to production environments (Java).
  • SLAs that demand high-throughput and minimal downtime.

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Applications

Ready-to-use cloud services to quickly apply AI without machine learning expertise.

Prerequisites

  • Little to no labeled dataset to train a custom model.
  • Lack of machine learning expertise in-house.
  • Prefer low maintenance and quick-to-deploy AI solutions.

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Who We Serve

Skymind supports companies with existing big data stacks that are ready to build ML solutions.

  • Level 4

    Corporations who have developed their own AI platforms from scratch (e.g. GOOG, FB, MSFT, AMZN).

  • Level 3

    Corporations who are building their own AI solutions based on externally developed platforms.

  • Level 2

    Corporations who have built a big data stack. They are in the early stages of building ML solutions.

  • Level 1

    Corporations who need to lay the groundwork with a data strategy before they can leverage AI.

Ecosystem Partners

As a member of several global consortiums, Skymind is part of an ecosystem of complementary products and services.

Skymind In The News

CISCO integrates with Skymind to bring AI/ML Workloads to Hyperconverged Infrastructure.

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Orange tests Skymind's deep learning software to identify fraud in telecommunications.

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Softbank integrates the Skymind Platform for building household robots with sensory data.

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A bi-weekly digest of AI use cases in the news.