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

Best-in-class Series: ModelOps Within the Reach of Business Users

Best-in-class Series: ModelOps Within the Reach of Business Users

[Watch the recording] ModelOps for Business Analysts ModelOps refers to the lifecycle management of AI and decision models. Evolved from MLOps and DevOps, ModelOps addresses the gaps that often occur between development and production as well as production and...

SMARTS’ Key Capabilities

SMARTS’ Key Capabilities

In this blog post we describe SMARTS' key capabilities: Decision Management Platform, Low-Code / No-Code Apps, Machine Learning Ops, and Real-time Decision Analytics. Decision Management Platform SMARTS is a decision management platform that spans the entire business...