Choose The Right Products For Your Business
|
|
|
|
|
| Compare Features | Aible Advanced | Aible | Aible For Tableau and Salesforce | Aible Data |
Requirements Gathering
Automatically asks business-relevant questions to understand your business objectives, cost-benefit tradeoffs and operational constraints.
|
|
|
|
|
|
Model Customization
Enhances leading model frameworks such as TensorFlow to optimize for your unique definition of business impact instead of simple accuracy.
|
|
|
|
|
|
Hyperparameter Tuning
In minutes, trains many different model types and tries different options for each model type to create the best possible model.
|
|
|
|
|
|
Model Selection
Recommends the model that maximizes business impact. You can review what drove model predictions and conduct What-If, Scenario, and Sensitivity analyses.
|
|
|
Understand, predict, and what-if for models deployed by Aible or Aible Advanced users
|
|
|
Model Deployment
Enhances leading model frameworks such as TensorFlow to optimize for your unique definition of business impact instead of simple accuracy.
|
|
|
|
|
|
Use Case
Helps you get started by recommending and calculating variables that are typically good predictors for your specific use case.
|
Create / Edit / Use
|
Edit / Use
|
|
|
|
Data Enhancement
Auto-creates data cleansing and augmentation code to make real world data useful for Machine Learning. Same data cleansing code is deployed with final model.
|
|
Basic
|
|
|
|
Impact Monitoring
Monitors the actual business outcomes and compares it with what was predicted. Highlights where model decay has occurred and recommends model retraining.
|
Monitor / Retrain / Specialize
|
Basic
|
|
|
|
Data Recipes
Connects to enterprise applications and data sources to access training data (recommended by a blueprint).
|
|
Use Only
|
|
Understand if the dataset is appropriate for training an AI
|
|
Prediction Integration
Writes predictions back to your enterprise applications so actionable insights are available right where you work.
|
|
Use Only
|
|
|
