Essentials
Business
Enterprise
USAGE
Users
All plans allow an unlimited number of users.
Unlimited
Unlimited
Unlimited
Data Size Limit per Import
Limit on data size imported into the Engine per import.
2GB
5GB
Custom
Processed Data per Month
Refers to the sum of total data used for data-wrangling and to train ML models.
50GB
200GB
Custom
Dataset Storage Limit
The limit on the total storage size of all datasets within the organization. Unlimited for on-prem or private cloud deployments.
250GB
1TB
Custom
Models in Training
Models in training are the number of ML models that can be in training simultaneously. The total number of trained models is unlimited.
5
10
Custom
Active Deployed Models
The limit of the total number of cloud deployments that can be active on the platform at any one time. There is no limit to the number of inactive deployed models.
5
10
Custom
Predictions per Month
The limit on the number of rows of data submitted for prediction requests to cloud deployments per month.
2M
10M
Custom
FEATURES
Smart Data Preparation
Clean and transform your data to be machine-learning ready. The prepared dataset will also be available for download.
Automatic Feature Engineering
The Engine automatically generates a recommended feature set (for your data and problem type) or the feature set can be manually selected.
Model Performance Prediction
The Engine recommends the optimal models for your dataset and problem type prior to training. The recommendations are predictions on the training time, prediction time, and prediction performance of the models.
What-if Analysis
Understand and interpret model predictions by observing how they change with input variations.
Model Explainability
Features that help you understand why a model behaves as it does, including Feature Importance and Model Evaluation Metrics.
Dataset & Model Versioning
Support and manage complex data and model versions with ease.
Platform SDK Access
A Python and Java SDK is available for accessing the Engine APIs.
Collaborative Workflow
A role-based environment enables flexible collaboration across your internal organization or with external parties.
Dedicated Compute Instance
Always available dedicated compute instances for rapid response time for data/ML tasks and prediction requests. Additional fees will be applied.
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On-Prem and Private Cloud Deployments
For enterprise subscriptions that require on-premise or private cloud deployment of the Engine. Additional fees will be applied.
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SUPPORT
Knowledge Hub
Community Slack Channel
Join the PI.EXCHANGE Community at https://piexchange-community.slack.com ask our data scientists questions and get advice from the community.
Email Support
Support can be reached at support@pi.exchange
Customer Success Manager
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Dedicated Technical Resources
Scientists, engineers, analysts, or project managers from PI.EXCHANGE to provide extra assistance. Additional fees will be applied.
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Individualized Onboarding and Support
Customized onboarding experience and SLA support package including deployment, training and support. Additional fees will be applied.
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