Jim Harris

JANUARY 1, 2018

The Chicken Littles of Data Quality use sound bites like “data quality problems cost businesses more than $600 billion a year!” or “poor data quality costs organizations 35% of their revenue!” Furthermore, the reason that citing specific examples of poor data quality (e.g.,

Data Quality 77

Data Quality Cost-Benefit Consulting Dashboards 77

bridgei2i

JUNE 23, 2021

5 Reasons To Hire An AI Consulting Company For Your AI Journey. AI can support three critical functions: automation of tasks, data-based insight generation, and building engagement between brand and customers. An AI Consulting Company provides support to organizations to overcome these challenges to adopt AI holistically.

Consulting 52

Consulting Key Performance Indicator Business Objectives Data Strategy 52

DataKitchen

APRIL 13, 2021

RightData – A self-service suite of applications that help you achieve Data Quality Assurance, Data Integrity Audit and Continuous Data Quality Control with automated validation and reconciliation capabilities. QuerySurge – Continuously detect data issues in your delivery pipelines. Data breaks.

Testing 307

Testing Machine Learning Consulting Data Quality 307

Jim Harris

DECEMBER 24, 2015

Have you ever experienced that sinking feeling, where you sense if you don’t find data quality, then data quality will find you? These discussions are a critical prerequisite for determining data usage, standards, and the business relevant metrics for measuring and improving data quality.

Data Quality 56

Data Quality Enterprise Business Intelligence Data Governance 56

O'Reilly on Data

FEBRUARY 11, 2020

We suspected that data quality was a topic brimming with interest. The responses show a surfeit of concerns around data quality and some uncertainty about how best to address those concerns. Key survey results: The C-suite is engaged with data quality. Data quality might get worse before it gets better.

Data Quality 304

Data Quality Metadata Data Governance Publishing 304

CIO Business Intelligence

APRIL 1, 2024

Sixty-six percent of C-level executives are ambivalent or dissatisfied with the progress of their AI or GenAI efforts, according to Boston Consulting Group 1. Ensure that data is cleansed, consistent, and centrally stored, ideally in a data lake. 1 From Potential to Profit with GenAI, Boston Consulting Group, Jan.

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Data Lake Consulting Uncertainty Risk 124

CIO Business Intelligence

NOVEMBER 22, 2022

Real-time data gets real — as does the complexity of dealing with it CIOs should prioritize their investment strategy to cope with the growing volume of complex, real-time data that’s pouring into the enterprise, advises Lan Guan, global data and AI lead at business consulting firm Accenture.

Data Strategy 145

Data Strategy Strategy Enterprise Consulting 145

AWS Big Data

APRIL 4, 2024

Griffin is an open source data quality solution for big data, which supports both batch and streaming mode. In today’s data-driven landscape, where organizations deal with petabytes of data, the need for automated data validation frameworks has become increasingly critical.

Data Quality 61

Data Quality Data Lake Data Warehouse Data-driven 61

BI-Survey

APRIL 27, 2023

While most continue to struggle with data quality issues and cumbersome manual processes, best-in-class companies are making improvements with commercial automation tools. The data vault has strong adherents among best-in-class companies, even though its usage lags the alternative approaches of third-normal-form and star schema.

Modeling 52

Modeling Data Warehouse Data Quality Business Driver 52

IBM Big Data Hub

APRIL 25, 2024

Using advanced analytics and machine learning algorithms, such data streams can be transformed into deep insights that predict a target audience’s needs. To ensure the success of this approach, it is crucial to maintain a strong focus on data quality, security and ethical considerations.

Strategy 84

Strategy Sales Marketing Consulting 84

CIO Business Intelligence

APRIL 17, 2024

In most cases, data is stuck in siloes throughout an enterprise and a combination of offerings from both vendors would entice enterprises,” Lopez said. Informatica, according to Park, offers a broader set of tools than Mulesoft, especially in the areas of data quality, data security, and a variety of master data management offerings.

Cost-Benefit 122

Cost-Benefit B2B Marketing Enterprise 122

DataKitchen

APRIL 11, 2023

He shared a story from a talk at a large consulting company in India, where he was asked who his competition was. The conversation then moved to the importance of logistics and data quality in analytics, particularly in the pharmaceutical industry.

Data Analytics 130

Data Analytics Analytics Cost-Benefit Data Quality 130

CIO Business Intelligence

JANUARY 24, 2024

“Organizations often get services and applications up and running without having put stewardship in place,” says Marc Johnson, CISO and senior advisor at Impact Advisors, a healthcare management consulting firm. Creating data silos Denying business users access to information because of data silos has been a problem for years.

Data Strategy 133

Data Strategy Strategy Unstructured Data Data Governance 133

IBM Big Data Hub

DECEMBER 20, 2023

As your organization uses different datasets to apply machine learning and automation to workflows, it’s important to have the right guardrails in place to ensure data quality, compliance, and transparency within your AI systems. Global enterprises rely on IBM Consulting™ as a partner for their AI transformation journeys.

Strategy 77

Strategy Business Objectives Cost-Benefit Consulting 77

Smarten

DECEMBER 3, 2023

‘Giving your team the right tools and a simple way to manage the overwhelming flow of data is crucial to business success.’ Whether you are an IT consultant, an in-house IT professional, a middle manager or a senior executive, it is important to monitor the progress of business analytics and the related technology.

Analytics 40

Analytics Cost-Benefit Data Quality Consulting 40

CIO Business Intelligence

JUNE 23, 2023

How data can turn projects into products for annuity revenues If your organization provides consulting services, then revenues are often driven by one-off projects, and average revenue per FTE is limited by engagement sizes and bill rates that are prevalent in the market. Even physical assets can be monetized this way.

Data Strategy 102

Data Strategy Strategy Visualization Consulting 102

CIO Business Intelligence

MARCH 18, 2024

“By investing in the development of our full-time equivalents [FTEs] and equipping our technologists with the requisite expertise, we aim to minimize reliance on external consultants and maximize our ability to drive innovation from within,” says Nafde. A key focus of the bank’s AI team is likewise data quality.

Risk 125

Risk Cost-Benefit Data Processing Testing 125

Alation

APRIL 18, 2023

For any data user in an enterprise today, data profiling is a key tool for resolving data quality issues and building new data solutions. In this blog, we’ll cover the definition of data profiling, top use cases, and share important techniques and best practices for data profiling today.

IT 52

IT Data Quality Metadata Data Governance 52

Andrew White

MAY 4, 2020

So conventional wisdom (see second example below) was that you needed to focus heavily on a broad data quality program. The issue for this first example however is not data quality; it’s about the data. Governing the Least Amount of Data that Matters. The world of Data and Analytics Governance is depressing.

Uncertainty 90

Uncertainty Data Quality Consulting Predictive Modeling 90

O'Reilly on Data

OCTOBER 22, 2020

We do so out of genuine curiosity as well as professional necessity: Q is an ML/AI consultant, Chris is a product manager in the AI space, and Shane is an attorney. The opinions presented here are personal, do not reflect the view of our employers, and are not professional product, consulting, or legal advice. A lot of questions.

Consulting 296

Consulting Risk Cost-Benefit Modeling 296

CIO Business Intelligence

FEBRUARY 20, 2023

Salesforce certification overview Salesforce certifications are based on a role-based scheme centered on six roles: Administrator, Architect, Consultant, Designer, Developer, and Marketer. According to a study by Indeed.com , 70% of Salesforce developers in the US are satisfied with their salaries given the cost of living in their area.

Consulting 61

Consulting B2B Cost-Benefit Sales 61

erwin

MARCH 8, 2019

GDPR) and to ensure peak business performance, organizations often bring consultants on board to help take stock of their data assets. This sort of data governance “stock check” is important but can be arduous without the right approach and technology. That’s where data governance comes in ….

Data Governance 65

Data Governance Metadata Data Warehouse Data Quality 65

Smarten

APRIL 19, 2024

The value of an AI-focused analytics solution can only be fully realized when a business has ensured data quality and integration of data sources, so it will be important for businesses to choose an analytics solution and service provider that can help them achieve these goals.

Analytics 57

Analytics Predictive Modeling KPI Machine Learning 57

Anmut

APRIL 6, 2023

By regularly conducting data maturity assessments, you can catch potential issues early and make proactive changes to supercharge your business’s success. Improved data quality By assessing the organisation’s data quality management practices, the assessment can identify areas where data quality can be improved.

Cost-Benefit 52

Cost-Benefit Data Quality Data Governance Measurement 52

CIO Business Intelligence

APRIL 4, 2024

AI is showing up in every software package and in every technology, particularly generative AI,” says Dan Diasio, global AI consulting leader at EY, while some vendors, such as Microsoft, have made AI core to their software. That way, we don’t have to spend on expensive contractors for both build and ongoing support,” says Nafde.

Enterprise 128

Enterprise Cost-Benefit Forecasting Strategy 128

IBM Big Data Hub

JANUARY 25, 2024

Generative AI has the potential to deliver powerful support in key data areas: Master data cleansing to reduce duplications and flag outliers. Master data enrichment to enhance categorization and materials attributes. Master data quality to improve scoring, prioritization and automated validation of data.

Optimization 79

Optimization Cost-Benefit Prescriptive Analytics Manufacturing 79

Anmut

MARCH 22, 2023

Anmut’s own clients estimate that poor data quality and availability causes at least 16% additional cost per year. Hence, low data maturity is not only expensive but unsustainable–especially when your competitors are investing in improving their data quality. ? What is your data worth?

Measurement 52

Measurement Modeling Data Quality Data Governance 52

AWS Big Data

JUNE 14, 2023

The AWS Professional Services (ProServe) Insights team builds global operational data products that serve over 8,000 users within Amazon. Our team was formed in 2019 as an informal group of four analysts who supported ad hoc analysis for a division of ProServe consultants.

Dashboards 74

Dashboards KPI Scorecard Consulting 74

Cloudera

SEPTEMBER 1, 2021

Data can empower more mid-level employees to make decisions, taking much of the burden off C-level leaders. Executives often use data to communicate the rationale behind their decisions and to motivate action. Data-driven organizations break down the barriers of data silos and let staff access useful data across divisional boundaries.

Data-driven 96

Data-driven Data Quality Enterprise Digital Transformation 96

BI-Survey

AUGUST 24, 2022

Specifically, organizations are implementing data governance programs and data quality workflows to improve data accuracy, completeness, and consistency. They are launching data literacy programs with coaching and support networks to improve knowledge and skills required to use BI/analytics tools effectively.

IT 52

IT Business Driver Data Quality Data-driven 52

CIO Business Intelligence

MARCH 24, 2023

“Companies across the globe are adopting the 2030 Agenda and UN SDGs Framework to ensure sustainable investments and operations,” says Kishan Changlani, Partner for strategic initiatives – sustainable banking, at Tata Consultancy Services (TCS). ESG data quality is the biggest challenge.

Risk Management 52

Risk Management Consulting Metrics Data Quality 52

FineReport

MARCH 24, 2024

Data analysts contribute value to organizations by uncovering trends, patterns, and insights through data gathering, cleaning, and statistical analysis. They collaborate with cross-functional teams to meet organizational objectives and work across diverse sectors, including business intelligence, finance, marketing, and consulting.

Statistics 52

Statistics Data mining Visualization Reporting 52

Alation

OCTOBER 5, 2021

It’s on Data Governance Leaders to identify the issues with the business process that causes users to act in these ways. Inconsistencies in expectations can create enormous negative issues regarding data quality and governance. Establish a data governance program that drives business value by aligning team roles to KPIs.

Data Governance 96

Data Governance Strategy Data Quality Metrics 96

CIO Business Intelligence

JANUARY 4, 2023

A team of researchers from Lancaster University, along with sustainability consultancy Small World Consulting, published a 2021 report indicating that IT contributes to as much as 1.2% They are looking for data quality and accuracy to measure carbon footprint, supply chain optimization, and green revenue in real time.”

IT 121

IT Internet of Things Reporting Cost-Benefit 121

Anmut

APRIL 6, 2021

Another survey from Experian found 68% of businesses are impacted by poor data quality during these transformation initiatives, where duplicate data and mismanagement are key challenges. According to Gartner , “the average financial impact of poor data quality on organisations is $9.7 Why data assets matter .

Digital Transformation 52

Digital Transformation Enterprise Data Quality Data-driven 52

Ontotext

DECEMBER 1, 2023

According to him, “failing to ensure data quality in capturing and structuring knowledge, turns any knowledge graph into a piece of abstract art”. It was hosted by Ashleigh Faith, Founder at IsA DataThing, and featured James Buonocore, Business Consultant at EPAM, Lance Paine, and Gregory De Backer CEO at Cognizone.

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Metadata Sales Consulting Enterprise 78

Andrew White

OCTOBER 22, 2020

IT Sector (tech, consulting etc.) Topics : (broader/full) Data and Analytics Strategy 14. Data and Analytics Governance Requires a Comprehensive Range of Policy Types. link] Discusses the need to connect the disparate silos of data privacy, data security, and data quality etc. Financial Services 6.

IT 52

IT Recreation/Entertainment Data Quality Data-driven 52