DataKitchen

FEBRUARY 22, 2024

From the morning email blitz to the late-night Slack message bombardment, discover the joy of sprinkling a little blame in every interaction. It’s the seasoning that makes the data world go round. Or ten ways to say, ‘It’s a Data Governance type problem.’ They are always the real reason.

Analytics 183

Analytics Data Governance Strategy Testing 183

AWS Big Data

MAY 23, 2024

AWS Glue , a serverless data integration service, simplifies the process of discovering, preparing, moving, and integrating data for analytics, machine learning (ML), and application development. This process is crucial for maintaining data integrity and avoiding duplication that could skew analytics and insights.

Machine Learning 98

Machine Learning Interactive Recreation/Entertainment Data Integration 98

CIO Business Intelligence

MARCH 6, 2024

SAP announced today a host of new AI copilot and AI governance features for SAP Datasphere and SAP Analytics Cloud (SAC). The company is expanding its partnership with Collibra to integrate Collibra’s AI Governance platform with SAP data assets to facilitate data governance for non-SAP data assets in customer environments. “We

Unstructured Data 105

Unstructured Data Dashboards Business Intelligence Data Governance 105

CIO Business Intelligence

DECEMBER 11, 2023

Implementing generative AI within a contact center can greatly improve the customer experience by making interactions quicker and more efficient. Capture patient documentation with a digital scribe. Physicians will turn to a digital scribe to better capture patient-provider interactions.

Unstructured Data 73

Unstructured Data Interactive Data-driven Consulting 73

IBM Big Data Hub

FEBRUARY 26, 2024

The financial services industry has been in the process of modernizing its data governance for more than a decade. But as we inch closer to global economic downturn, the need for top-notch governance has become increasingly urgent. With data lineage, every object in the migrated system is mapped and dependencies are documented.

Cost-Benefit 93

Cost-Benefit Metadata Data Governance Reporting 93

Ontotext

JANUARY 10, 2024

Overall, RDF graphs are much finer-grained and enable better data governance and flexibility, while LPGs have proven to be more efficient in some graph analytics tasks. As a start, such a platform would need to support two major design patterns: semantic knowledge hub and semantic data fabric.

Metadata 72

Metadata Slice and Dice Data Integration Enterprise 72

erwin

FEBRUARY 19, 2021

Sensitive data is automatically tagged, its lineage automatically documented, and its flows depicted so that it is easily found and its use across workflows easily traced. An enterprise data governance experience. Digital transformation.

Metadata 110

Metadata Management Data Quality Cost-Benefit 110

erwin

JUNE 14, 2019

Its past successes – and future potential – are well documented, chronicled in the billion-dollar valuations of the frontrunners in the practice. The following three examples highlight the extent to which digital transformation is reshaping the nature of business and government and how we – as a society – interact with the world.

Digital Transformation 111

Digital Transformation Data Governance Risk Data-driven 111

erwin

SEPTEMBER 12, 2019

Strong internal business process modeling and management helps data-driven organizations compete and lead. In short, an internal business process is a documented account of how things should be done to maximize efficiency and achieve a particular goal. In the book “Exponential Organizations” by Salim Ismail, Michael S. Carpe Process.

Modeling 101

Modeling Cost-Benefit Data-driven Data Governance 101

Alation

MARCH 31, 2023

Actually, with Solomon-like wisdom, Zaidi and Thanaraj suggest a scenario where data fabric and data mesh work together — a Reese’s Peanut Butter Cup of data architecture, representing a “meshy fabric” scenario I presented last year. Data governance. “I He compared governance to the U.S.

Data Analytics 52

Data Analytics Analytics Metadata Data Governance 52

erwin

MARCH 21, 2019

With business process modeling (BPM) being a key component of data governance , choosing a BPM tool is part of a dilemma many businesses either have or will soon face. Historically, BPM didn’t necessarily have to be tied to an organization’s data governance initiative. Choosing a BPM Tool: An Overview. Silo Buster.

Modeling 75

Modeling Metadata IT Data Governance 75

erwin

AUGUST 7, 2019

Data cataloging helps curate internal and external datasets for a range of content authors. Gartner says this doubles business benefits and ensures effective management and monetization of data assets in the long-term if linked to broader data governance , data quality and metadata management initiatives.

Metadata 90

Metadata Data Governance Data Quality Data Warehouse 90

CIO Business Intelligence

FEBRUARY 7, 2024

Carter Busse, CIO of no-code enabled automation platform company Workato, adds that APIs are now important connective tissue to integrate and interact with large language models (LLMs) within business processes. “If Furthermore, APIs are routinely used as building blocks for internal reusability and integrated data flow processes.

Business Objectives 116

Business Objectives Cost-Benefit Strategy Data-driven 116

Alation

SEPTEMBER 1, 2022

Of respondents surveyed: 65 percent agree that analysts spend a lot of time searching for the right data and analyses and repeating work that has already been done. 59 percent consider providing more information about data as the topmost priority to improve this situation… but, only 39 percent are taking steps to improve the situation.

Reporting 52

Reporting Metadata Data Governance Interactive 52

Alation

APRIL 14, 2022

Semantics, context, and how data is tracked and used mean even more as you stretch to reach post-migration goals. This is why, when data moves, it’s imperative for organizations to prioritize data discovery. Data discovery is also critical for data governance , which, when ineffective, can actually hinder organizational growth.

Metadata 59

Metadata Data Governance Modeling Data-driven 59

Alation

JUNE 24, 2022

Our theme was, “ Alation Is the Treasure Map to You Data ,” but the real treasure was the people we met and the connections we made to move the industry forward. Our 3 main takeaways from the event were: Focus on data outcomes (and align them to your mission!). Embrace data governance. Focus on Data Outcomes.

Data Governance 59

Data Governance Insurance Data Processing Data Strategy 59

erwin

FEBRUARY 26, 2021

QAD uses the Zachman Framework , which is considered an “ontology” or “schema” to help organize enterprise architecture artifacts, such as documents, specifications and models, which has helped them build a strong practice. But we don’t have this compare and contrast because it’s a reference,” he said.

Enterprise 110

Enterprise Risk Modeling Manufacturing 110

AWS Big Data

MARCH 7, 2023

Analytics reference architecture for gaming organizations In this section, we discuss how gaming organizations can use a data hub architecture to address the analytical needs of an enterprise, which requires the same data at multiple levels of granularity and different formats, and is standardized for faster consumption.

Analytics 74

Analytics Data Warehouse Data Lake Metadata 74

Alation

OCTOBER 27, 2022

Few actors in the modern data stack have inspired the enthusiasm and fervent support as dbt. This data transformation tool enables data analysts and engineers to transform, test and document data in the cloud data warehouse. This graph is an example of one analysis, documented in our internal catalog.

Metrics 52

Metrics Dashboards Sales Reporting 52

Cloudera

NOVEMBER 18, 2021

This allows for an omni-channel view of the customer and enables real-time data streaming and a safe zone to test machine learning models using Cloudera Data Science Workbench (CDSW). The variety of formats, unstructured nature, and dispersed location of these documents present several challenges for critical business decisions.

Data Lake 76

Data Lake Cost-Benefit Digital Transformation Risk 76

datapine

FEBRUARY 22, 2022

They can govern the implementation with a documented business case and be responsible for changes in scope. On the flip side, document everything that isn’t working. What data analysis questions are you unable to currently answer? For this purpose, you can think about a data governance strategy.

Business Intelligence 218

Business Intelligence Strategy Cost-Benefit Key Performance Indicator 218

Corinium

APRIL 25, 2019

For example, insurance companies have massive amounts of customer data, and if it is augmented by tracking social interactions with a customer, and also augmented any IOT such as the automotive example I mentioned earlier, that’s a huge and constantly changing real-time stream of data regarding that customer. Governance 101.

Insurance 150

Insurance Risk IoT Cost-Benefit 150

IBM Big Data Hub

AUGUST 15, 2023

A common phrase you’ll hear around AI is that artificial intelligence is only as good as the data foundation that shapes it. Therefore, a well-built AI for business program must also have a good data governance framework. Doing so allows your organization the ability to scale with trust and transparency.

IT 76

IT Data Governance Modeling Cost-Benefit 76

CIO Business Intelligence

SEPTEMBER 21, 2022

However, as data enablement platform, LiveRamp, has noted, CIOs are well across these requirements, and are now increasingly in a position where they can start to focus on enablement for people like the CMO. Successfully capitalising on the data opportunity requires a whole-of-business approach. Gaining Executive Buy-In.

Risk 80

Risk Data Lake Marketing Interactive 80

datapine

SEPTEMBER 29, 2022

Data processes that depended upon the previously defective data will likely need to be re-initiated, especially if their functioning was at risk or compromised by the defected data. These processes could include reports, campaigns, or financial documentation. Accuracy should be measured through source documentation (i.e.,

Data Quality 241

Data Quality Metrics Data-driven Management 241

Octopai

NOVEMBER 10, 2021

Possible options include: Data search and discovery Data governance Data lineage Data catalog. What good is fascinating, valuable information if no one can understand or interact with it? WHAT: Defining the Uses of Your Metadata Management. What exactly are you going to do with the metadata?

Metadata 89

Metadata Management Interactive Strategy 89

erwin

JULY 4, 2023

A new corporate AI governance solution that enables explainable AI At Quest, we are excited to introduce the first data intelligence solution in the data catalog market that enables data governance around AI models: erwin Data Marketplace.

Modeling 52

Modeling Enterprise Data Governance Interactive 52

Alation

AUGUST 20, 2021

Similarly, you need to understand how data has been sourced, stored, and altered to know how to migrate it and where to move it to. Data lineage provides these details so data migrations are more efficient and successful. Understanding data life cycles is critical to data governance. Data Lineage Techniques.

Metadata 52

Metadata Data Quality Data Governance Data-driven 52

CIO Business Intelligence

JUNE 21, 2023

“The value is using existing models and staging your own data beside it,” McCurdy says. This is functionally equivalent by pasting documents into ChatGPT for it to analyze before asking your questions, except that the documents won’t have to be pasted in every time.

Cost-Benefit 89

Cost-Benefit Modeling Risk Enterprise 89

Cloudera

OCTOBER 7, 2021

Infrastructure Environment: The infrastructure (including private cloud, public cloud or a combination of both) that hosts application logic and data. The Data Governance body designates a Data Product as the Authoritative Data Source (ADS) and its Data Publisher as the Authoritative Provisioning Point (APP).

Metadata 124

Metadata Cost-Benefit Enterprise Interactive 124

CIO Business Intelligence

MARCH 28, 2022

For example, the framework a SaaS application uses to deliver the user interface is less important than the identity and access management procedures that determine how users interact with it. There is no value, he says, in getting “lost documenting your current dysfunctional architecture forever and ever and ever.”.

Enterprise 99

Enterprise Measurement Reporting Cost-Benefit 99

erwin

MAY 14, 2021

Accelerating the retrieval and analysis of data —so much of it unstructured—is vital to becoming a data-driven business that can effectively respond in real time to customers, partners, suppliers and other parties, and profit from these efforts. Data needs to be trusted, so decisions can be made with confidence, based on facts.

Modeling 80

Modeling Digital Transformation Data-driven Optimization 80

Sanjeev Mohan

JANUARY 15, 2018

You see, I write research documents, help my clients through inquiries and present at various events. However, each document that I have written is really a love letter to that topic. Each client and vendor I have interacted with is the beginning of a lifelong professional relationship.

Data Lake 45

Data Lake IoT Big Data Interactive 45

Alation

MARCH 1, 2022

“Time is money,” said Leonard Kwok, Senior Data Analyst, ARC. “The quicker we can fix data, the sooner we can deliver to customers on time. Manual lineage gives us a quick and easy way to document data relationships and trace where it came from. Interactive commands. Multiple language support.

Data Warehouse 52

Data Warehouse Data Lake Risk Data-driven 52

Cloudera

JANUARY 21, 2022

Auditing has been setup for data in the metastore. Ideally, the cluster has been setup so that lineage for any data object can be traced (data governance). The secure cluster is one in which all data, both data-at-rest and data-in-transit, is encrypted and the key management system is fault-tolerant.

Data Processing 110

Data Processing Management Cost-Benefit Finance 110

Sisense

NOVEMBER 5, 2021

Additionally, more users are interacting with analytics via mobile, so whatever solution you decide on needs to work on mobile. Additionally, detailed documentation (almost like a data dictionary) for every data point gives users deeper understanding into how that data point was arrived at.

Analytics 52

Analytics Data-driven Reporting Interactive 52

IBM Big Data Hub

APRIL 11, 2024

For instance, it is increasingly advisable to provide transparency to end users about the presence and use of any AI they are interacting with. Step 2: Have the government agency that is establishing the policy act as judge for the event. .” Across industries and sectors, some common regulatory themes are emerging.

Risk 75

Risk Consulting Modeling Data Processing 75