APEX Front

An intuitive and user-friendly interface that enables a seamless Data Science workflow

APEX Front's visual drag and drop interface enables Junior-level or aspiring Data Scientist to manage an entry-level workflow. Simultaneously, the more advanced Data Scientist can work with a server hosted Jupyter Notebook and write algorithms in R and Python, or Senior Machine Learning Programmers can use their preferred tools like PyCharm to develop proprietary code. Each user's code and models are stored securely on APEX to allow reusability and to guarantee that all Data Science products are anchored and owned by the organization.

APEX Now

  • Approachable infrastructural requirements
  • Appropiately curated tooling for creating real business value through Machine Learning
  • Cloud deployment to minimize CAPEX
  • Full access to 2021.AI Operations and Data Science support – AI as a Service

APEX Enterprise – cloud

  • More experience with heavier computational loads
  • Data ingest has matured and approaches or exceeds Big Data-class
  • Multiple Machine Learning models in production; strategic plan to increase
  • Cloud-based
  • Operations and Data Science sparring path to 2021.AI

APEX Enterprise – on-prem

  • VMWare or bare metal
  • Extensive need for computionally expensive work
  • Data requirements justify expanded Data Lake and Mart
  • In-house operations have active stake with 2021.AI on APEX roadmap
  • 2021.AI exports available for consultation

APEX Go

Supporting your organization's needs from the beginning of its AI journey

APEX Go is for organizations who are beginning their AI journey. APEX Go is a single server, multi-user Data Science Platform serving the fundamental elements in the Data Science workflow. It is ideal for initial phases and low-velocity Data Science production.

  • Contains all the tools and libraries that you love
  • Run your entire data science process right from data ingestion, exploration, model development, model management to model production
  • Run the platform using any of the big 3 cloud vendors
  • Pre-produced professional working use cases in code to get you started, and accelerate data science skills
  • Capability for your data science team to collaborate together on data science work on same platform
  • Full support offerings as part of the license agreement
  • Well-suited for small teams.

APEX Go shares core Data Science tools and components with APEX Enterprise, but served in a scaled down single server version

APEX Go Components

APEX Go

APEX Enterprise

Serving large-scale and sophisticated Machine Learning scenarios

Perhaps, your organization has already established their its AI solution and realized that the maintenance, growth of ownership, and the continuous need to upgrade are extremely expensive. You might have considered engaging with a larger vendor, simply to find this to be exceedingly expensive, as well as the vendor lock-in issue being a huge risk. If this is the case, your organization will appreciate the functionality and flexibility offered by APEX Enterprise edition of APEX Platform. APEX Enterprise also helps you avoid vendor-lock by offering your organisation affordable and flexible solutions.

  • Contains all the tools and libraries that you love
  • Allows to smoothly run your entire data science workflow – from data ingestion, exploration, model development, model management to model production
  • Allows to run the platform using any of the three leading cloud vendors
  • Pre-produced professional working use cases in code to get started and accelerate your data science skills
  • Delivers broad collaboration capabilities for your data science team
  • Full support offerings as part of the license agreement
  • Well-suited for small team
  • Distributed computing enables your data science team to work with large-scale datasets and scale model training, and complete them in minutes, not weeks
  • Prepackaged with popular streaming/noSQL/SQL data ingestion points
  • Offers integration with the existing company data lakes
  • Offers integration points with the existing infrastructure or other components of your architecture
  • Enables to work in medium/large data science teams.

APEX Enterprise Components

APEX Enterprise Platform

Production-ready Data Lake and Data Mart

Apache Cassandra

Scalable Data Ingest with Visual Pipelines

APEX Steward for performance management

Big Data-ready distributed computation using Apache Spark

Apache Hadoop

Opt-in telemetry for automated APEX backstopping

Production facilities for Machine Learning models

Seamless remote workspaces for high calibre practitioners

Automated configuration, user management, road mapping and modes of operations are all part of the same platform

2021.AI's Clients

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