Model and Data Development
Build more powerful models, faster.
Go from hundreds of credit and risk models to just one machine learning model with advanced ensembling per product line.
Leverage more of your data.
Boost predictive power by harnessing more of your internal product and customer information. Extract more value from bureau data. ZAML models can draw insights from thousands of variables in a single credit model.
Don't change a thing.
ZestFinance installs and configures ZAML tools on your systems so you can harness the power of machine learning models quickly and safely.
Model Validation
Credit expertise on demand.
ZestFinance professionals will help your business teams evaluate and apply machine learning models that match your priorities and business goals.
Evaluate and ensure model performance.
ZAML tools enable your modelers and business analysts to quantify model risk and performance, and determine the safety constraints of ML models.
Innovation skill building.
A ZAML partnership helps you create an internal practice around evaluating and explaining machine learning models for your business.
Model Deployment and Monitoring
Use your own systems.
ZAML models can be hosted however you like, on-premises or in the cloud, and easily integrated into your existing apps. No rip and replace.
Deploy with confidence.
With ZAML tools and IP, you can safely operate your models using any hosting server. Output monitoring data easily to your existing BI tools for faster model development. ZAML gives you the confidence to know your model is operating as expected.
Stay agile.
ZAML tools accelerate your deployment time by allowing the business teams to directly operate their own models with no recoding. You can refit and deploy new models as markets change.
