David Menninger's Analyst Perspectives

MAY 8, 2025

It expanded its focus to address wider data integration and data management challenges, including master data management, data quality and data governance. The latter was boosted by the companys most recent acquisition , adding the data management access and privacy capabilities of Privitar in 2023.

Data Quality 130

Data Quality Data Governance Data Integration Software 130

AWS Big Data

SEPTEMBER 11, 2024

Hewlett-Packard acquired Aruba Networks in 2015, making it a wireless networking subsidiary with a wide range of next-generation network access solutions. Each file arrives as a pair with a tail metadata file in CSV format containing the size and name of the file. To achieve this, Aruba used Amazon S3 Event Notifications.

Data Architecture 111

Data Architecture Optimization Data Warehouse Metadata 111

Ontotext

NOVEMBER 23, 2023

Work on it began in 2015 and achieved W3C Recommendation status in mid-2017. While these provide no instructions to a SHACL engine, the use of non-validating characteristics such as sh:name and sh:description can add metadata to your shapes that make them easier to maintain as they scale up. As far as standards go, SHACL is young.

Data Quality 69

Data Quality Reporting Metadata Big Data 69

Alation

DECEMBER 15, 2022

December 2012: Alation forms and goes to work creating the first enterprise data catalog. Later, in its inaugural report on data catalogs, Forrester Research recognizes that “Alation started the MLDC trend.”. January 2015: Alation acquires its first customer. April 2016: Tesco Group becomes first customer outside North America.

Metadata 52

Metadata Data Governance Data Quality Marketing 52

Octopai

JANUARY 19, 2021

Octopai can fully map the BI landscape and trace metadata movement in a mixed environment including complex multi-vendor landscapes. Octopai’s cloud-based offerings hasten data delivery and allow full automation to dramatically accelerate the entire BI data lifecycle.

Metadata 52

Metadata ROI Machine Learning Data Quality 52

BI-Survey

MARCH 23, 2023

This is intended to support and simplify one of the most challenging exercises in the use of business software: breaking down barriers and creating user acceptance, motivating knowledge sharing and thus supporting data democratization. The company DataGalaxy was founded in 2015 in Lyon, France, by Lazhar Sellami and Sébastien Thomas.

Metadata 52

Metadata Machine Learning Data Quality Marketing 52

AWS Big Data

FEBRUARY 1, 2023

We also used AWS Lambda for data processing. To further optimize and improve the developer velocity for our data consumers, we added Amazon DynamoDB as a metadata store for different data sources landing in the data lake. Clients access this data store with an API’s.

Optimization 52

Optimization Forecasting Data Lake Metadata 52