Use Cases

Success Stories and Innovation Notes highlighting how KNIME Software is being used by individuals and organizations.
Continental
Automotive
Data Literacy

Sparking Data Literacy with KNIME and Making Better Decisions

Continental is committed to increasing the data literacy of the entire organization by empowering users in business functions (with no IT or programm...
Webbankir
Financial Services
Machine Learning
Risk Analysis

Creating an Automated, Online Loan Application Decision Making Tool with KNIME

An application to build and validate machine learning models to create an automated online loan application tool. The tool needed to be easy to work ...
KNIME Analytics Platform KNIME Workflow on Laptop
Data Analysis

Automated Workflow Testing and Validation

The KNIME Testing Framework, openly available with KNIME Analytics Platform, makes it possible to automatically ensure that workflows are doing what ...
Seagate Logo
Data Literacy
Data Storage & Solutions
Manufacturing
Product Development

How Seagate is using KNIME to Tackle the Digital Transformation

Every day at one of Seagate's many global sites, people are interacting with or requiring results out of data. Moving up the analytics maturity curve...
Siemens
Automation & Digitalization
Data Literacy

Driving a Citizen Data Scientist Approach

Since January 2018, the Data Visions Team at Siemens has been developing analytical products to support the Digital Industries (DI) strategy and driv...
Deutsche Telekom Logo
Predicitve Analytics
Resource Planning
Telecommunications

Optimized Predictive Planning with KNIME

From defining the business problem through to modeling and implementation.
Daimler Logo
Automotive
Human Resources
Text Mining

Advanced Job Analytics at Daimler

Using KNIME Analytics Platform to enhance transparency and facilitate active HR development.
Automated Invoice Checking KNIME
ETL
Financial Services

Automatic Invoice Checking

Reducing manual labor and human error in the invoice checking process.
Applying Tensor Completion to the Study of Inter-State Competition and Irregular Conflict
Government Administration
Tensor Completion
US Army G2

Applying Tensor Completion to the Study of Inter-State Competition and Irregular Conflict

Government agencies, in this case the US government specifically, need ways to interpret things out of open-source information that are not being dir...
Making Better Product Management Decisions
Data Blending
Product Management
Tourism

Making Better Product Management Decisions

Staying relevant in the highly competitive tourism industry.
KNIME Improving Inventory Management and Accelerating Time to Insight
Automotive
Data Blending
Warehousing

Improving Inventory Management and Accelerating Time to Insight

Developing an end-to-end, automated data wrangling and reporting engine to expand capabilities in deep analysis through the process of data extractio...
Ontology Innovation Note KNIME
Healthcare
Ontologies

Medical Record Mapping

Giving practitioners access to the information they need.
Semantics and Ontologies with KNIME Analytics Platform
Computer Science
Ontologies

Semantics and Ontologies with KNIME Analytics Platform

Extracting and sharing knowledge in a reusable way.
Gene Expression Analysis KNIME
Bioinformatics
Data Blending

Gene Expression Analysis with KNIME Analytics Platform

Narrowing sets of genes down to the ones of interest.
Z5 Inventory
Healthcare
Warehousing

Leveraging Predictive Analytics Prevents $1.3 Million Worth of Medical Supply Waste

In the US alone, $5 billion worth of medical supplies are thrown away each year. This epidemic of waste in health care facilities raises the cost of ...