Successful Data Science Teams with KNIME
Enable every member of your team with the tools they need
Join our webinar on September 9
Data becomes productive when teams collaborate seamlessly across all stages of the life cycle - and back.
One software environment for the entire organization
KNIME Software consists of two complementary tools - KNIME Analytics Platform and KNIME Server - to cover both the creation and production of data science and enables organizations to manage, deploy, and optimize data science in a secure and repeatable way. All stakeholders within an organization can collaborate and make the best use of their expertise.
Data Engineers and Data Scientists
- Create workflows for everything using an intuitive visual editor
- Work with code and collaborate with non-coders via native wrappers
- Produce entirely reusable, sharable and automatically self-documented work
- Access practically any data source
- Choose standard or bleeding edge ML techniques
- Choose from blueprints or build entirely customized
Model and ML Ops
- Automate workflow execution
- Streamline getting models deployed to production environments
- Orchestrate workflows
- Monitor models
- Ensure backward compatibility, no migration needed
Business Users and Consumers
- Deliver insightful reports
- Surface the right capabilities
- Collaborate with and empower business experts via Guided Analytics
Financial / Risk Oversight Teams
- Ensure explainability and interpretability of models
- Guarantee data privacy, GDPR compliance, and anonymization
- Manage governance and compliance through metadata mapping
IT Operations
- Central management and monitoring capabilities
- OAUTH, LDAP, AD Integration
- On-Prem or Cloud, scalable, flexible capacity planning, routing, monitoring
- Flexible cloud and hybrid deployments to meet computing and budget needs
