Apps Run The World Apps Purchases

Customer	Industry	Empl.	Revenue	Country	Vendor	Application	Category	When	VAR/SI	Insight Source
Caixa Econômica Federal (CAIXA)	Banking and Financial Services	83640	$11.6B	Brazil	Cloudera	Cloudera Hortonworks Data Platform	Data Warehouse	2018	n/a	In 2018, Caixa Econômica Federal (CAIXA) implemented Cloudera Hortonworks Data Platform as a Data Warehouse. The deployment focused on HDP 2.6 installation and configuration to support big data and analytics projects, providing distributed storage and compute capabilities and a platform for enterprise scale data processing and model training. The implementation centralized data ingestion and analytic processing for use cases in financial fraud detection, financial default turn-over, IT capability analysis and legal documents categorization. Cloudera Hortonworks Data Platform was used to host Spark and PySpark workloads and to orchestrate model training pipelines, with models developed in Python and R and using TensorFlow, scikit-learn and PyTorch, and model tuning integrated with platform computational capabilities. Operational use was documented by a Data Scientist based in Brasilia, using the platform on cloud or on-premises environments, and delivering anomaly detection workflows that employed IsolationForrest and NetworkX to map relationships between transactions. Models and analytic findings were demonstrated using Knime and Orange tools, indicating a workflow that spans data engineering, machine learning experimentation, and analytic presentation within the Data Warehouse environment.
Embasa	Utilities	5000	$725M	Brazil	Cloudera	Cloudera Hortonworks Data Platform	Data Warehouse	2018	n/a
	Utilities	2694	$1.6B	Brazil	Cloudera	Cloudera Enterprise Platform	Data Warehouse	2018	n/a
	Utilities	2694	$1.6B	Brazil	Qlik	Qlik Sense	Analytics and BI	2018	n/a
	Banking and Financial Services	25954	$63.6B	South Africa	Microsoft	Microsoft Power BI	Analytics and BI	2018	n/a
	Oil, Gas and Chemicals	600	$1.5B	United States	IFS	IFS Reporting (formerly P2 Reporting)	Analytics and BI	2018	n/a
	Oil, Gas and Chemicals	250	$100M	United States	Peloton	Peloton ProdView	Data Warehouse	2018	n/a
	Oil, Gas and Chemicals	250	$100M	United States	IFS	IFS Merrick – Carte (formerly P2 Carte)	Analytics and BI	2018	n/a
	Oil, Gas and Chemicals	3150	$23.4B	United States	IFS	IFS Merrick – Carte (formerly P2 Carte)	Analytics and BI	2018	n/a
	Oil, Gas and Chemicals	400	$250M	United States	TIBCO Software	TIBCO Spotfire	Analytics and BI	2018	n/a

Logo

Customer

Industry

Empl.

Revenue

Country

Vendor

Application

Category

When

VAR/SI

Insight

Insight Source

Caixa Econômica Federal (CAIXA)

Banking and Financial Services

83640

$11.6B

Brazil

Cloudera

Cloudera Hortonworks Data Platform

Data Warehouse

2018

n/a

In 2018, Caixa Econômica Federal (CAIXA) implemented Cloudera Hortonworks Data Platform as a Data Warehouse. The deployment focused on HDP 2.6 installation and configuration to support big data and analytics projects, providing distributed storage and compute capabilities and a platform for enterprise scale data processing and model training. The implementation centralized data ingestion and analytic processing for use cases in financial fraud detection, financial default turn-over, IT capability analysis and legal documents categorization. Cloudera Hortonworks Data Platform was used to host Spark and PySpark workloads and to orchestrate model training pipelines, with models developed in Python and R and using TensorFlow, scikit-learn and PyTorch, and model tuning integrated with platform computational capabilities. Operational use was documented by a Data Scientist based in Brasilia, using the platform on cloud or on-premises environments, and delivering anomaly detection workflows that employed IsolationForrest and NetworkX to map relationships between transactions. Models and analytic findings were demonstrated using Knime and Orange tools, indicating a workflow that spans data engineering, machine learning experimentation, and analytic presentation within the Data Warehouse environment.