Welcome to the Kanva Blog
Your source for AutoML insights, best practices, and platform updates. Learn how to democratize machine learning in your organization.
Version your models: introducing checkpoints
Models change over time. Kanva checkpoints let you save, compare, and switch between model versions—with full context preserved.
Integrate anywhere: Kanva's REST API
Your models shouldn’t live in isolation. Kanva’s new REST API lets you integrate predictions into any system—with code snippets to get you started.
Try your model: interactive predictions for classification
The fastest way to understand your model is to use it. Kanva’s new ‘Use Model’ tab lets you make predictions interactively—type in values, see results instantly.
What if? Exploring prediction scenarios
Predictions are more useful when you can explore alternatives. Kanva’s new scenario feature lets you ask ‘what if?’ without uploading new data files.
When one model isn't enough: cross-project predictions
Real-world predictions often depend on other predictions. Kanva now lets you chain models together—using one project’s output as another’s input.
See what's happening: real-time training progress
Model training shouldn’t be a black box. Kanva now shows you exactly what’s happening while your models train—model by model, in real time.
Prediction as a Team Sport: How Teams Work Together in Kanva
Predictive modeling works best as a team effort. Learn how Kanva enables collaboration with real-time updates and project-based workflows.
Understanding Why Your Models Make Predictions
Why understanding your predictions matters—and how Kanva makes it possible to explain what’s driving every model decision.
Feature Engineering: Where Domain Knowledge Meets Prediction
Learn how Kanva’s guided workflow helps you create powerful predictive features—using your domain expertise, not programming skills.
Putting Domain Experts in the Driver's Seat
Why the future of enterprise prediction isn’t more automation—it’s better tools for the people who understand the problem.