Close
Skip to content
Entefy logo
  • Why Entefy
    • Core Technologies
      • Mimi AI Engine
      • Entefy 5-Layer Platform
      • Entefy App Framework
    • Key Differentiators
    • Inventions & Patents
  • Products & Services
    • AI & Automation
      • Digital Supply Chain Hub
      • Credit & Risk Decisioning
      • Report Analyzer
      • Communicator
      • Automated Data Scientist
      • Crypto Market Intelligence
    • Industry Solutions
    • Innovation Services
    • Education & Workshops
    • Customer Case Studies
  • EASI Subscription
  • Blog
  • Resources
    • Executive AI Sessions
    • Data Sheets
  • Company
    • Overview
    • Leadership
    • Investors
    • Newsroom
    • Careers
Request a Demo
Entefy logo
Request a Demo
  • Why Entefy+
    • Core Technologies+
      • Mimi AI Engine+
      • Entefy 5-Layer Platform+
      • Entefy App Framework+
    • Key Differentiators+
    • Inventions & Patents+
  • Products & Services+
    • AI & Automation+
      • Digital Supply Chain Hub+
      • Credit & Risk Decisioning+
      • Report Analyzer+
      • Communicator+
      • Automated Data Scientist+
      • Crypto Market Intelligence+
    • Innovation Services+
    • Education & Workshops+
    • Customer Case Studies+
  • EASI Subscription+
  • Company+
    • Overview+
    • Leadership+
    • Investors+
    • Newsroom+
    • Careers+
  • Resources+
    • Executive AI Sessions+
    • Data Sheets+
  • Blog+
  • Contact+
MIMI AI

AUTOMATED DATA SCIENTIST

Uncover valuable insights. Demystify complex data. Level up your data analytics with unprecedented scale and speed.

1,672x

More comparisons than traditional methods

100 Million

Data points supported by A.D.S. runbooks

Automated Data Scientist (A.D.S.) is a self-supervised feature evaluation engine that works without any human training. Purposefully built for data science teams dealing with highly dimensional structured data, A.D.S. uncovers everything from anomalies and multi-point correlations to patterns, trends, and even root cause with unprecedented scale and speed. A.D.S. is an invaluable utility that can transform your data science lifecycle, performing months or years of manual effort in just seconds. Use A.D.S. to: 

  • Perform data tasks that are beyond human capability
  • Streamline key aspects of feature evaluation and selection via A.D.S. runbook automation
  • Derive valuable insights from multivariate structured data including patterns, trends, root cause, anomalies, and more
  • Automatically generate vast numbers of feature pool combinations to assess and quantify how well a given feature or pool of features within the data can be explained by a combination of other features
  • Automatically apply scaling and data transform operations prior to processing data
  • Create your own tailored A.D.S. runbook with target features and custom data transformations
  • Schedule any number of separate A.D.S. operations with automatic tracking of outcomes and data snapshots using A.D.S. runbooks
  • Visualize results in plotted graphs, heat maps, interactive 3D visualizations, or output directly in JSON for consumption by other Entefy services or external applications

Download Data Sheet
Request a Demo

Highlights

Automatic feature evaluation

Explore datasets like never before and inform feature engineering with ML-powered pre-model analysis. Quickly understand how different parts of your dataset impact one another and which aspects of a new dataset are likely to provide the greatest value for your target modeling objectives. A.D.S. separates the wheat from the chaff, reporting normalized, scaled, and scored outputs to data scientists or feeding directly to model pipelines.

Intelligent generation of diverse data pools and clusters

With A.D.S., large datasets are automatically broken up into thousands or even millions of smaller data clusters, each representing unique subsets of information and attributes each of which are processed, scored, and validated by Mimi. These micro clusters are automatically analyzed individually or grouped into larger cohorts to reveal important signals such outliers, coefficient of determination (CD) scores, cluster patterns, and more.

Real-time parallel processing

Take advantage of tailored Mimi AI-optimized Compute Infrastructure specifically designed to execute A.D.S. workloads all day, every day. Connect the A.D.S. runbook to schedule multiple A.D.S. operations, each with archivable objects containing model outputs, configurations, and snapshots of data at the time of initialization.

Advanced reporting and dashboards

See your data through Mimi's eyes, focusing on valuable signals and important correlations. A.D.S. results can be displayed in plotted graphs, heat maps, interactive 3D visualizations, or output directly in JSON, readable by other Entefy services or 3rd party applications.

 

“By 2025, Gartner expects that 70% of organizations will be compelled to shift their focus from big to small and wide data, providing more context for analytics and making AI less data-hungry.”

– Gartner

 

Key Features

Put automated data exploration and evaluation to work for your organization. Automated Data Scientist includes a rich set of built-in models, transforms, scalers, and other features that are fully configurable to fit your specific structured data requirements.

  • One-click processing options with optimized Mimi configurations
  • Integrated A.D.S. configurator to set custom runbook parameters without code, directly in the application user interface
  • Automatic data cleaning and normalization
  • Support for dataset upload (CSV format)
  • Support for multi-directional data synchronization with internal and external systems
  • Support for file integration through Entefy Vault
  • Support for Single Sign-On (SSO) with user directory services
  • Enhanced SLA options available
  • In-app logging and alerts
  • Rendered data visualizations including plotted charts, heatmaps, and 3D interactive graphs
  • Rich data exportability including visualization snapshots, CSV, and JSON assets
  • Support for custom tables, views, and graphs
  • Support for A.D.S. runbooks to manage multiple scheduled A.D.S. operations with integrated output tracking and config/data snapshots
  • Compatibility with other Entefy components, models, services, and libraries
  • Compatible with Mimi AI Model Library
  • Support for customized models and algorithms using the Entefy MAIS framework

MORE PRODUCTS

MIMI AI

Digital Supply Chain Hub

Learn more

MIMI AI

Credit & Risk Decisioning

Learn more

MIMI AI

Report Analyzer

Learn more

MIMI AI

Communicator

Learn more

MIMI AI

Crypto Market Intelligence

Learn more

LATEST BLOGS

Here are some of our favorite stories

Entefy co-founders speak on the fast rise of multisensory AI and automation

Key technology trends that will dominate 2023

Entefy hits key milestones with new patents issued by the USPTO

The smarter grid: AI fuels transformation in the energy sector

Read more articles on our blog

Stay up to date

Newsletter Signup
By clicking 'Submit' you agree to Entefy's Privacy statement and Terms of use.
Home Blog Blog Contact
Entefy is an advanced AI software and automation company. Our multisensory AI technology delivers on the promise of the intelligent enterprise.
  • WHY ENTEFY
  • Core Technologies
  • Mimi AI Engine
  • Entefy 5-Layer Platform
  • Entefy App Framework
  • Key Differentiators
  • Inventions & Patents
  • EASI SUBSCRIPTION
  • PRODUCTS & SERVICES
  • AI & Automation
  • Digital Supply Chain Hub
  • Credit & Risk Decisioning
  • Report Analyzer
  • Communicator
  • Automated Data Scientist
  • Crypto Market Intelligence
  • Industry Solutions
  • Innovation Services
  • Education & Workshops
  • Customer Case Studies
  • COMPANY
  • Overview
  • Leadership
  • Investors
  • Newsroom
  • Careers
  • RESOURCES
  • Executive AI Sessions
  • Data Sheets
  • LinkedIn
  • Twitter
  • You Tube

Entefy, enFacts, Life Compatible, and It's Life Compatible are trademarks and / or service marks of Entefy Inc.

© 2023 Entefy Inc. All rights reserved.

Privacy | Terms

Request a Demo

Is your organization pursuing an AI-first transformation strategy? If so, start the conversation by submitting the form below.

Request a Demo
By clicking 'Submit' you agree to Entefy's Privacy statement and Terms of use.

Contact Us

Thank you for your interest in Entefy. You can contact us using the form below.

Contact Us
By clicking 'Submit' you agree to Entefy's Privacy statement and Terms of use.

Download Data Sheets

Download Data Sheets
By clicking 'Submit' you agree to Entefy's Privacy statement and Terms of use.
See our Privacy Statement to learn more about how we use cookies on our website and how to change cookies settings if you do not want cookies on your computer. By using this site you consent to our use of cookies in accordance with our Privacy Statement.