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What is Rapidminer Monarch?

Rapidminer Monarch is a Siemens data preparation and transformation solution that helps organizations turn messy, complex, and unstructured data into trusted structured data without writing code. It allows teams to extract data from PDFs, spreadsheets, text reports, databases, cloud systems, and other sources, then prepare it for reporting, analytics, machine learning, migrations, and business applications. The platform is designed for both business users and data teams that need to work quickly with data locked in files, reports, and legacy systems. Rapidminer Monarch is especially valuable for complex PDF and Excel extraction because it can pull important information from large line-of-business reports and non-tabular worksheets with difficult formatting. Its no-code interface makes data preparation more self-service, helping non-technical users clean, join, transform, analyze, and export data with less reliance on IT. The software automates repeatable reconciliation workflows that would otherwise be slow, repetitive, and prone to human error. It also supports audits by giving teams full data lineage, reconciliation configuration, and change history so every data point can be traced with confidence. Rapidminer Monarch includes access to thousands of pre-built apps for systems such as ADP, Dayforce, Fiserv, Visa, Meditech, and SAP, helping teams streamline common business processes and integrations. Rapidminer Monarch Server allows organizations to centralize, govern, verify, and push workflows into production for enterprise data pipeline deployment. The platform supports pooling, failover, high availability, and reliable performance for large data volumes. With automation, governance, scalability, and strong extraction capabilities, Rapidminer Monarch helps businesses accelerate data projects and improve trust in the information they use.

What is IRI CoSort?

For over forty years, IRI CoSort has established itself as a leader in the realm of big data sorting and transformation technologies. With its sophisticated algorithms, automatic memory management, multi-core utilization, and I/O optimization, CoSort stands as the most reliable choice for production data processing. Pioneering the field, CoSort was the first commercial sorting package made available for open systems, debuting on CP/M in 1980, followed by MS-DOS in 1982, Unix in 1985, and Windows in 1995. It has been consistently recognized as the fastest commercial-grade sorting solution for Unix systems and was hailed by PC Week as the "top performing" sort tool for Windows environments. Originally launched for CP/M in 1978 and subsequently for DOS, Unix, and Windows, CoSort earned a readership award from DM Review magazine in 2000 for its exceptional performance. Initially created as a file sorting utility, it has since expanded to include interfaces that replace or convert sort program parameters used in a variety of platforms such as IBM DataStage, Informatica, MF COBOL, JCL, NATURAL, SAS, and SyncSort. In 1992, CoSort introduced additional manipulation capabilities through a control language interface modeled after the VMS sort utility syntax, which has been refined over the years to support structured data integration and staging for both flat files and relational databases, resulting in a suite of spinoff products that enhance its versatility and utility. In this way, CoSort continues to adapt to the evolving needs of data processing in a rapidly changing technological landscape.

Media

Media

Integrations Supported

Adabas & Natural
Apache Hive
HP-UX
IBM AIX
IBM Db2
IRI Data Manager
IRI Fast Extract (FACT)
IRI FieldShield
IRI NextForm
IRI RowGen
IRI Voracity
Microsoft OneDrive
Oracle Database
PostgreSQL
Rapidminer
Rapidminer Knowledge Studio
Rapidminer Panopticon
Rapidminer SLC
SAP HANA
Vertica

Integrations Supported

Adabas & Natural
Apache Hive
HP-UX
IBM AIX
IBM Db2
IRI Data Manager
IRI Fast Extract (FACT)
IRI FieldShield
IRI NextForm
IRI RowGen
IRI Voracity
Microsoft OneDrive
Oracle Database
PostgreSQL
Rapidminer
Rapidminer Knowledge Studio
Rapidminer Panopticon
Rapidminer SLC
SAP HANA
Vertica

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

$4,000 perpetual use
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Siemens

Date Founded

1847

Company Location

Germany

Company Website

www.siemens.com/en-us/products/rapidminer/monarch/

Company Facts

Organization Name

IRI, The CoSort Company

Date Founded

1978

Company Location

United States

Company Website

www.iri.com/products/cosort

Categories and Features

Data Cleansing

Address/ZIP Code Cleaning
Charting
Data Consolidation / ETL
Data Mapping
Multi Data Format Support
Phone/Email Validation
Raw Data Ingestion
Sample Testing
Validation / Matching / Reconciliation

Data Preparation

Collaboration Tools
Data Access
Data Blending
Data Cleansing
Data Governance
Data Mashup
Data Modeling
Data Transformation
Machine Learning
Visual User Interface

ETL

Data Analysis
Data Filtering
Data Quality Control
Job Scheduling
Match & Merge
Metadata Management
Non-Relational Transformations
Version Control

Categories and Features

Big Data

Collaboration
Data Blends
Data Cleansing
Data Mining
Data Visualization
Data Warehousing
High Volume Processing
No-Code Sandbox
Predictive Analytics
Templates

Data Preparation

Collaboration Tools
Data Access
Data Blending
Data Cleansing
Data Governance
Data Mashup
Data Modeling
Data Transformation
Machine Learning
Visual User Interface

Data Quality

Address Validation
Data Deduplication
Data Discovery
Data Profililng
Master Data Management
Match & Merge
Metadata Management

ETL

Data Analysis
Data Filtering
Data Quality Control
Job Scheduling
Match & Merge
Metadata Management
Non-Relational Transformations
Version Control

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