O'Reilly on Data

MARCH 18, 2020

The update sheds light on what AI adoption looks like in the enterprise— hint: deployments are shifting from prototype to production—the popularity of specific techniques and tools, the challenges experienced by adopters, and so on. Most companies that were evaluating or experimenting with AI are now using it in production deployments.

Enterprise 349

Enterprise Deep Learning Data Governance Risk 349

Cloudera

DECEMBER 4, 2024

It is a powerful deployment environment that enables you to integrate and deploy generative AI (GenAI) and predictive models into your production environments, incorporating Cloudera’s enterprise-grade security, privacy, and data governance. Data teams can use any metrics dashboarding tool to monitor these.

Metrics 73

Metrics Data Processing Machine Learning Deep Learning 73

David Menninger's Analyst Perspectives

OCTOBER 2, 2024

Data mesh has four key principles—domain-oriented ownership, data as a product, self-serve data infrastructure and federated governance—each of which is being widely adopted. The terms “data as a product” and “data product” are often used interchangeably but have distinct meanings.

Key Performance Indicator 130

Key Performance Indicator Data Governance Data Warehouse Enterprise 130

CIO Business Intelligence

NOVEMBER 28, 2024

Imagine yourself as a store owner, but instead of shelves stocked with physical goods, your inventory consists of valuable data, insights, and AI/ML products. To succeed, they need to make their data products appealing by understanding customer needs, ensuring products are current, of a high-quality, and organized.

IT 130

IT Data Governance Risk Consulting 130

AWS Big Data

OCTOBER 30, 2024

This new JDBC connectivity feature enables our governed data to flow seamlessly into these tools, supporting productivity across our teams.” Use case Amazon DataZone addresses your data sharing challenges and optimizes data availability. Adiascar Cisneros is a Tableau Senior Product Manager based in Atlanta, GA.

Analytics 119

Analytics Visualization Data Governance Data-driven 119

AWS Big Data

JANUARY 15, 2025

Data landscape in EUROGATE and current challenges faced in data governance The EUROGATE Group is a conglomerate of container terminals and service providers, providing container handling, intermodal transports, maintenance and repair, and seaworthy packaging services. Eliminate centralized bottlenecks and complex data pipelines.

IoT 111

IoT Machine Learning Metadata Data-driven 111

AWS Big Data

FEBRUARY 29, 2024

Data is your generative AI differentiator, and a successful generative AI implementation depends on a robust data strategy incorporating a comprehensive data governance approach. Data governance is a critical building block across all these approaches, and we see two emerging areas of focus.

Data Governance 124

Data Governance Unstructured Data Metadata Data Lake 124

CIO Business Intelligence

APRIL 29, 2022

Software development, once solely the domain of human programmers, is now increasingly the by-product of data being carefully selected, ingested, and analysed by machine learning (ML) systems in a recurrent cycle. Further, data management activities don’t end once the AI model has been developed. The shift away from ‘Software 1.0’

Data Governance 145

Data Governance IT Data Lake Risk 145

CIO Business Intelligence

JANUARY 21, 2025

CIOs were given significant budgets to improve productivity, cost savings, and competitive advantages with gen AI. The World Economic Forum shares some risks with AI agents , including improving transparency, establishing ethical guidelines, prioritizing data governance, improving security, and increasing education.

Cost-Benefit 142

Cost-Benefit Data-driven Strategy Marketing 142

TDAN

DECEMBER 18, 2024

In todays fast-paced business world, data governance often feels like an insurmountable challenge. While teams focus on product development, innovation, and revenue generation, governance can seem like an abstract and expensive luxury. Organizations are missing critical insights and […]

Data Governance 52

Data Governance Data Strategy Strategy 52

CIO Business Intelligence

NOVEMBER 4, 2024

Survey respondents ranked ESG reporting as a top area needing AI skills development, even above R&D and product development. Data security, data quality, and data governance still raise warning bells Data security remains a top concern. Cost, by comparison, ranks a distant 10th.

Marketing 128

Marketing Data Quality Data Governance Digital Transformation 128

CIO Business Intelligence

FEBRUARY 6, 2025

For example, at a company providing manufacturing technology services, the priority was predicting sales opportunities, while at a company that designs and manufactures automatic test equipment (ATE), it was developing a platform for equipment production automation that relied heavily on forecasting. And guess what? Ive seen this firsthand.

Unstructured Data 115

Unstructured Data Manufacturing Data Governance Sales 115

CIO Business Intelligence

JUNE 9, 2023

The ever-increasing emphasis on data and analytics has organizations paying more attention to their data governance strategies these days, as a recent Gartner survey found that 63% of data and analytics leaders say their organizations are increasing investment in data governance. The reason?

Data Governance 105

Data Governance Cost-Benefit Data-driven Publishing 105

CIO Business Intelligence

DECEMBER 10, 2024

times greater productivity improvements than their peers, Accenture notes, which should motivate CIOs to continue investing in AI strategies. Many early gen AI wins have centered around productivity improvements. These reinvention-ready organizations have 2.5 times higher revenue growth and 2.4

Sales 143

Sales Metrics Data-driven Unstructured Data 143

AWS Big Data

AUGUST 13, 2024

Amazon DataZone has announced a set of new data governance capabilities—domain units and authorization policies—that enable you to create business unit-level or team-level organization and manage policies according to your business needs. There could be several child domain units, such as contract research organization.

Data Governance 119

Data Governance Metadata Enterprise Sales 119

David Menninger's Analyst Perspectives

NOVEMBER 19, 2024

To improve data reliability, enterprises were largely dependent on data-quality tools that required manual effort by data engineers, data architects, data scientists and data analysts. Having trust in data is crucial to business decision-making.

Data Quality 130

Data Quality Dashboards Data-driven Machine Learning 130

Rocket-Powered Data Science

MARCH 20, 2023

So, if your business users don’t have access to the right data in the right context at the right time for the right business questions, then the whole business data workflow breaks down. Datasphere manages and integrates structured, semi-structured, and unstructured data types.

Data Warehouse 325

Data Warehouse Metadata Digital Transformation Machine Learning 325

CIO Business Intelligence

MARCH 25, 2025

For this reason, organizations with significant data debt may find pursuing many gen AI opportunities more challenging and risky. What CIOs can do: Avoid and reduce data debt by incorporating data governance and analytics responsibilities in agile data teams , implementing data observability , and developing data quality metrics.

Risk 140

Risk Cost-Benefit Data-driven Digital Transformation 140

DataKitchen

APRIL 13, 2021

Companies that implement DataOps find that they are able to reduce cycle times from weeks (or months) to days, virtually eliminate data errors, increase collaboration, and dramatically improve productivity. However, the rush to rebrand existing products with a DataOps message has created some marketplace confusion.

Testing 300

Testing Machine Learning Consulting Data Science 300

O'Reilly on Data

FEBRUARY 11, 2020

They have too many different data sources and too much inconsistent data. They don’t have the resources they need to clean up data quality problems. The building blocks of data governance are often lacking within organizations. In other words, the sheer preponderance of data sources isn’t a bug: it’s a feature.

Data Quality 363

Data Quality Metadata Data Governance Publishing 363

O'Reilly on Data

MAY 21, 2019

Companies successfully adopt machine learning either by building on existing data products and services, or by modernizing existing models and algorithms. In this post, I share slides and notes from a keynote I gave at the Strata Data Conference in London earlier this year. Marquez (WeWork) and Databook (Uber).

Machine Learning 279

Machine Learning Technology Deep Learning Data Science 279

O'Reilly on Data

APRIL 25, 2019

The O’Reilly Data Show Podcast: Neelesh Salian on data lineage, data governance, and evolving data platforms. In this episode of the Data Show , I spoke with Neelesh Salian , software engineer at Stitch Fix , a company that combines machine learning and human expertise to personalize shopping.

Machine Learning 266

Machine Learning Data Governance Software Technology 266

CIO Business Intelligence

NOVEMBER 27, 2024

Good data governance has always involved dealing with errors and inconsistencies in datasets, as well as indexing and classifying that structured data by removing duplicates, correcting typos, standardizing and validating the format and type of data, and augmenting incomplete information or detecting unusual and impossible variations in the data.

Enterprise 141

Enterprise Data Quality Structured Data Modeling 141

AWS Big Data

NOVEMBER 20, 2024

For example, one of our customers, Bristol Myers Squibb (BMS), leverages Amazon DataZone to address their specific data governance needs. This feature also supports metadata enforcement for subscription requests of a data product. For instructions on how to set this up, refer to Amazon DataZone data products.

Metadata 97

Metadata Data Governance Metrics Marketing 97

CIO Business Intelligence

JANUARY 7, 2025

Transformational CIOs continuously invest in their operating model by developing product management, design thinking, agile, DevOps, change management, and data-driven practices. 2025 will be the year when generative AI needs to generate value, says Louis Landry, CTO at Teradata.

Digital Transformation 143

Digital Transformation Experimentation Cost-Benefit Strategy 143

CIO Business Intelligence

APRIL 30, 2025

And Eilon Reshef, co-founder and chief product officer for revenue intelligence platform Gong, says AI agents are best deployed as a well-defined task interwoven into a larger workflow. And around 45% also cite data governance and compliance concerns. One area is personalizing on-page digital interactions.

IT 139

IT Sales Cost-Benefit Data-driven 139

AWS Big Data

OCTOBER 30, 2024

Amazon DataZone now launched authentication supports through the Amazon Athena JDBC driver, allowing data users to seamlessly query their subscribed data lake assets via popular business intelligence (BI) and analytics tools like Tableau, Power BI, Excel, SQL Workbench, DBeaver, and more. Get started with our technical documentation.

Visualization 119

Visualization Data Lake Testing Data Governance 119

Cloudera

NOVEMBER 13, 2024

Founded in 2016, Octopai offers automated solutions for data lineage, data discovery, data catalog, mapping, and impact analysis across complex data environments. It allows users to mitigate risks, increase efficiency, and make data strategy more actionable than ever before.

Metadata 90

Metadata Management Data Governance Data-driven 90

O'Reilly on Data

FEBRUARY 4, 2019

Given the end-to-end nature of many data products and applications, sustaining ML and AI requires a host of tools and processes, ranging from collecting, cleaning, and harmonizing data, understanding what data is available and who has access to it, being able to trace changes made to data as it travels across a pipeline, and many other components.

Machine Learning 279

Machine Learning Enterprise IoT Big Data 279

Cloudera

SEPTEMBER 23, 2022

The benefits of all-in-one data lakehouses. Operating a production-ready data lakehouse can be challenging. Challenges include deploying and maintaining the data platform as well as managing cloud compute costs. The post Data Governance and Strategy for the Global Enterprise appeared first on Cloudera Blog.

Data Governance 109

Data Governance Strategy Enterprise Cost-Benefit 109

DataKitchen

DECEMBER 7, 2021

Disrupting Data Governance: A Call to Action, by Laura B. If your data nerd is all about bucking the status quo, Disrupting Data Governance is the book for them. ???. The old adage “if ain’t broke don’t fix it” doesn’t apply to data governance. Author Laura B.

Data-driven 246

Data-driven Data Governance Big Data Data Science 246

DataKitchen

NOVEMBER 18, 2021

If data pipelines span teams, then there is an unpleasant (and often political) discovery phase where people may point fingers at each other. Under tremendous pressure and scrutiny, the data team works the weekend to rush a fix into the production pipeline. Restrictive data governance Policies.

Testing 246

Testing Data Governance Measurement Software 246

AWS Big Data

OCTOBER 29, 2024

To achieve this, they aimed to break down data silos and centralize data from various business units and countries into the BMW Cloud Data Hub (CDH). However, the initial version of CDH supported only coarse-grained access control to entire data assets, and hence it was not possible to scope access to data asset subsets.

Data Lake 110

Data Lake Sales Metadata Machine Learning 110

O'Reilly on Data

APRIL 2, 2019

A few years ago, we started publishing articles (see “Related resources” at the end of this post) on the challenges facing data teams as they start taking on more machine learning (ML) projects. Quality depends not just on code, but also on data, tuning, regular updates, and retraining. The upcoming 0.9.0

Machine Learning 271

Machine Learning Modeling Data Science Software 271

CIO Business Intelligence

JANUARY 14, 2025

But as CIOs devise their AI strategies, they must ask whether theyre prepared to move a successful AI test into production, Mason says. They need to have the data, talent, and governance in place to scale AI across the organization, he says. How confident are we in our data?

Strategy 141

Strategy ROI Experimentation Risk 141

CIO Business Intelligence

DECEMBER 20, 2024

Modern data architectures must be designed for security, and they must support data policies and access controls directly on the raw data, not in a web of downstream data stores and applications. Curate the data. Effective enterprise data architectures should align with business goals.

Data Architecture 122

Data Architecture Management Consulting Internet of Things 122

Jen Stirrup

MARCH 29, 2023

It can give business-oriented data strategy for business leaders to help drive better business decisions and ROI. It can also increase productivity by enabling the business to find the data they need when the business teams need it. Data needs to be respected in the same way as building a product.

Data Warehouse 121

Data Warehouse Metadata Data Integration Business Intelligence 121