top of page

Launch
Reliable ML
with Confidence.

 

Our ML testing & governance product offering makes building, improving, launching, and maintaining reliable ML models simple and easy.

Wizard ai PNG-07.png

MEET WIZARD.AI

Reliable ML in 3 easy steps:

1

Run Model through Testing Suite

2

Improve Model by mitigating new risks

3

Monitor Reliability in Production

1

Testing

The testing suite is the core of the Wizard AI product. Once you've finished modelling, simply use our SDK to check your model's robustness.

We essentially PenTest your model, just as you would a new piece of software, to uncover your data+model vulnerabilities and risks that would be exploited in production.

Wizard ai PNG-07.png

Battle-tested fairness framework to verify how fair your models are on an individual and global level

Wizard ai PNG-07.png

Synthetic data PenTesting tools to simulate data draft, and stress-test your model to ensure they remain robust against expected market trends

Wizard ai PNG-07.png

Cutting-edge XAI techniques can crack open black box models and provide explanations to your modellers and stakeholders

Wizard ai PNG-07.png

Clear compliance checks to ensure your models satisfy company and governmental regulatory requirements

image (5).png

2

Mitigating

Once testing is complete, Wizard will collect all discovered risks and provide an easy to consume report with model explanations, compliance requirements, audit results, and vulnerabilities that should be addressed. 

We also provide immediate solutions to this risks via re-training and data augmentation

Wizard ai PNG-07.png

Easily Consumable report to share with stakeholder and provide context to other modellers

Wizard ai PNG-07.png

Data Augmentation to improve performance across minority classes and data drift discrepencies

Wizard ai PNG-07.png

Reduce model debugging time (often a full sprint!) by over 95% while increasing model performance & efficiency

Wizard ai PNG-07.png

Discover 2.8x more severe bugs than traditional debugging

Screen Shot 2022-01-20 at 12.59.31 PM.png

3

Monitoring

Finally, we constantly audit your models in production to ensure they adhere to Reliable AI principles, and act accordingly the moment they fail.

Remember: Reliable ML practices do not start until a model is in production!

Wizard ai PNG-07.png

Model Observability for entire testing suite to ensure continued reliability and compliance

Wizard ai PNG-07.png

Everywhere alerting system to always know the status of production environment

Wizard ai PNG-07.png

Model Store & roll-back to compare model performances and ensure the best model is in production at all time

image (6).png
Wizard ai PNG-07.png

Organizational Learning of market trends, customer preferences via continuous model explainability

Built for all datasets, models, and integrations.

Regardless of our data sources, model types, or tech stack, Wizard AI has you covered.

With a few lines of code, your team will be up and running with Reliable ML tools.

1280px-Scikit_learn_logo_small.svg.png
5f6bc60e665f54b6261e5408_logo_sagemaker_gt.png
logo.png
redshift_edited.png
snowflake_edited.png
tf_edited.png
download (3)_edited.png
google_cloud_edited.png
Databricks_Logo_edited.png

Ready to get started?

Please fill your contact details & let's get connected.

Thanks for submitting!

bottom of page