With Kanva, you can empower the domain experts within your organization to develop predictive AI models on their own, at a fraction of the cost, time and risk of traditional approaches.

Kanva: Empower your business with Predictive AI

Kanva is an innovative AutoML solution targeted at domain and subject matter experts who don't necessarily possess coding or data science skills. It combines proven, top-performing machine learning models for tabular data with what our users describe as an extremely intuitive interface. With Kanva, your domain experts can create models to predict customer churn, sales, resource consumption, CO2 emissions, risk of incidents, equipment failure (for predictive maintenance), and address a plethora of other use cases.

Key Benefits

Features

• Supported model types
• Forecasting
• Binary classification
• Multiple classification
• Regression
• Model interpretability:
• For each individual prediction, overview of how much each driver influenced it and in which way.
• Identify the most important/predictive drivers at a global level.
• Data insights:
• Trends and outliers
• Correlation analysis
• Statistical analysis
• Panel forecast: Group a dataset by a column, and create a forecast for each subset of data belonging to a group.
• Hierarchical forecasts: Similar to panel forecast, but a global forecast model is also created and reconciled.
• Grouped models: Group a dataset by a column, and create a classification or regression model for each subset of data belonging to a group.
• Supported data sources:
• ODBC databases
• Web APIs
• Files (Excel spreadsheets, CSV files, TSV files, parquet files)
• Cognite Data Fusion (CDF)
• Export models:
• As web APIs
• As binaries
• As Jupyter notebooks
• Coming soon
• Dimensionality reduction: Express high-dimensional data in fewer dimensions while preserving key information, making it easier to visualize and analyze complex datasets.
• Clustering: Automatically group data into clusters by similarity.
• Scheduled model re-training
• Scheduled data update
• Scheduled batch predictions

Low Entry Barrier

You don't need big upfront investments to test Kanva. You can start with a free trial and switch to a permanent subscription when it proves to be a valuable addition to your organization.

• Free Trial
• Kanva installed on your infrastructure.
• Create as many predictive models as you want.
• No subscription fee.
• Optional support in the form of a Pilot Project, billed as consultancy (approx. 45 hours at 850 NOK/h).

• Maximum duration: 3 months.

• Permanent subscription
• Kanva installed on your infrastructure.
• Receive regular maintenance and upgrades, it works like self-hosted SaaS.
• Billed as subscription with a base fee per installation + extra per user bracket (1-5, 6-10, etc.)
• No consultancy fee (except for custom work).

Contact

You can contact Human-Driven AI, the Norwegian startup behind Kanva, for support or to discuss any opportunities at contact@human-driven.ai.