SMARTS™ AI & MODELOPS

Trigger machine learning tasks and more

  • Operationalize data science models
  • Create new models to complement data science models
  • Manage the entire model lifecycle in one place

OPERATIONALIZE DATA SCIENCE MODELS

Integrate AI, machine learning, and deep learning models into your decision logic

  • PMML-compliant models (including Python, SPSS, SAS, or R)
  • Models in spreadsheet form
  • Models from external services

How to use a data science model in your decision

Exploring statistics and correlations in BluePen to build an auto insurance pricing model

Exploring 3-field correlations (Maximum Accidents, Average Work/School mileage, and Claim Based Risk Indicator) in BluePen

Inducing 9 rule sets and 55 total rules in BluePen

CREATE NEW MODELS TO COMPLEMENT DATA SCIENCE MODELS

Quickly create new models and integrate them into your decision logic through point-and-click

  1. Import a sample of your historical data to start
  2. Use BluePen to select the data attributes you want to use or let BluePen select them for you
  3. Auto-generate a model written in easy-to-understand business rules

MANAGE THE ENTIRE MODEL LIFECYCLE IN ONE PLACE

Monitor and augment models directly in SMARTS™

  • Leverage Decision Analytics capabilities
  • Create alerts for model drift
  • Conduct champion/challenger experiments and more

Manage models as part of your decision in SMARTS™

FEATURED BLOG POSTS

The SMARTS™ Way to Artificial Intelligence

The SMARTS™ Way to Artificial Intelligence

Artificial Intelligence (AI) is the cornerstones of the next generation of enterprise software. Our decision Management platform, SMARTS™, leverages AI to deliver intelligent solutions across all industries and applications.

The SMARTS™ Way for Personalization

The SMARTS™ Way for Personalization

Personalization has always been the holy grail of marketing, advertising, sales, and customer relationship management. So far, two approaches have been used. The most fashionable today uses statistical data to make recommendations, the second oldest but which is...