Solutions
Success Stories and Innovation Notes highlighting how KNIME Software is being used by individuals and organizations.
How KNIME is Used in Different Industries
Finance
Overcome manual data aggregation and eliminate error by using KNIME in FP&A, Controlling, Treasury, Tax, Audit, and Compliance
Life Sciences
Find out more about accessing, transforming, and interacting with large amounts of life science data.
Finance & Client Services
Natural Language Processing
Real Estate
Quantifying Retrofit ROI using Natural Language Processing in KNIME
This case focuses on a lighting retrofit conducted in hundreds of a clientâs retail sites. Post-retrofit, the client wanted to assess whether the v...
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...
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...
Data Analysis
Drug Discovery
Pharmaceuticals
Automation of Physico-Chemical Properties Calculation and Registration using KNIME
The goal of this project was to provide essential information to all medicinal chemists in a timely manner. All scientists, about one hundred people ...
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 ...
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...
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 ...
Audit
Data Analysis
Manufacturing
An Excel Alternative for Data-Driven Internal Auditing
Moving from Excel to KNIME to automate financial and internal auditing and enable non-experts to work with data independently.
Anomaly Detection
Audit
Financial Services
Anomaly Detection: Unknown Patterns in Anti-Money Laundering
How Rabobank is building up a data-driven culture using KNIME, and how auditors became empowered to conduct anomaly detection independently.
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...
Automotive
Data Blending
Warehousing
Improving Inventory Management and Accelerating Time to Insight
Using KNIME to develop an end-to-end automated data wrangling and reporting engine together with Snowflake and PowerBI.
Predicitve Analytics
Resource Planning
Telecommunications
Optimized Predictive Planning with KNIME
From defining the business problem through to modeling and implementation.
Finance
Fraud Detection
Machine Learning
Our Journey to ML with a Purpose
Building an anti-fraud profiler to deal with transactional fraud mitigation in the digital interactions between financial institutions and their cust...
