Overview
NannyML Cloud is a web-based solution for monitoring machine learning models. It is based on the open-source NannyML python library. With NannyML you can: monitor what matters, find what is broken and fix it. Everything, without ground truth.
Monitor what matters Focus on one single metric to know how your model is performing and get alerted when the performance drops.
- Estimate model performance - Know the performance of your ML models 24/7. NannyML estimates the performance of your ML models. Even if the ground truth is delayed or absent.
- Measure the business impact of your models - Tie the performance of your model to monetary or business oriented outcomes. So that you always know what your ML brings to the table.
- Avoid alert fatigue - Traditional ML monitoring tend to overwhelm teams with many false alarms. By focusing on what matters NannyML alerts are always meaningful.
Find what is broken
- Root Cause Analysis - Our univariate drift detection methods allow to perform a granular investigation across the model's features.
- Uncover the most subtle changes in the data structure - Leverage multivariate drift detection method uncover changes that univariate approaches cannot detect.
- Intelligent alert ranking - NannyML links back data drift alerts to changes in the model performance. So you can easily detect which features are causing the performances issues.
Highlights
- Estimate the performance of machine learning models in production when targets are absent or delayed.
- Monitor what matters & find what is broken
- Open-source core
Details
Features and programs
Financing for AWS Marketplace purchases
Pricing
Dimension | Description | Cost/month |
|---|---|---|
Enterprise license | Enterprise (10 models monitored) | $3,800.00 |
Extra models | Additional models monitored | $99.00 |
Scale license | Scale (6 models monitored) | $999.00 |
Starter license | Starter (2 models monitored) | $399.00 |
Vendor refund policy
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Legal
Vendor terms and conditions
Content disclaimer
Delivery details
NannyML Cloud
- Amazon EKS
Helm chart
Helm charts are Kubernetes YAML manifests combined into a single package that can be installed on Kubernetes clusters. The containerized application is deployed on a cluster by running a single Helm install command to install the seller-provided Helm chart.
Version release notes
Additional details
Usage instructions
After completing the subscription on AWS Marketplace, launch the product by clicking on 'Continue to Configuration', select the Helm chart option for NannyML Cloud and find the software version you wish to use. We recommend using the latest version available for the best user experience.
Then follow the instructions at https://nannyml.gitbook.io/alpha/deployment/aws#launching-the-software to create your NannyML Cloud instance.
Resources
Vendor resources
Support
Vendor support
If you have any questions, reach out to support@nannyml.com
AWS infrastructure support
AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.
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