Precisely

NOVEMBER 18, 2024

Key Takeaways: Data integrity is required for AI initiatives, better decision-making, and more – but data trust is on the decline. Data quality and data governance are the top data integrity challenges, and priorities. Plan for data quality and governance of AI models from day one.

Analytics 59

Analytics Analytics AI Data Governance 59

Precisely

SEPTEMBER 18, 2024

This means it’s more important than ever to make data-driven decisions, cut costs, and improve efficiency. Get your copy of the full report for all the strategic insights you need to build a winning data strategy in 2025. What are the primary data challenges blocking the path to AI success? You’re not alone.

Data Quality 72

Data Quality Data Governance Analytics Analytics 72

Dataversity

DECEMBER 4, 2024

After all, the typical business has been making extensive use of data to help streamline its operations and decision-making for years, and many companies have long had data management tools in place.

Data Quality 52

Data Quality Data Governance 52

Dataversity

JULY 12, 2024

It is estimated that by 2025, 50% of digital work will be automated through these LLM models. At their core, LLMs are trained on large amounts of content and data, and the architecture […] The post RAG (Retrieval Augmented Generation) Architecture for Data Quality Assessment appeared first on DATAVERSITY.

Data Quality 64

Data Quality Artificial Intelligence Artificial Intelligence AI 64

Precisely

SEPTEMBER 8, 2023

In the meantime, data quality and overall data integrity suffer from neglect. According to a recent report on data integrity trends from Drexel University’s LeBow College of Business , 41% reported that data governance was a top priority for their data programs.

Data Governance 52

Data Governance Data Quality Data Silos Big Data 52

Precisely

OCTOBER 14, 2024

Key Takeaways: Only 12% of organizations report their data is of sufficient quality and accessibility for AI. Data analysis (57%) is the top-cited reason organizations are considering the use of AI. The top data challenge inhibiting the progress of AI initiatives is data governance (62%). The results are in!

Data Governance 69

Data Governance AI AI Data Analysis 69

Alation

JULY 6, 2021

Common Data Governance Challenges. Every enterprise runs into data governance challenges eventually. Issues like data visibility, quality, and security are common and complex. Data governance is often introduced as a potential solution. And one enterprise alone can generate a world of data.

Data Governance 52

Data Governance Data Quality Data Silos Data Profiling 52

Dataconomy

DECEMBER 17, 2024

Project management is crucial in 2025 for any business. Businesses project planning is key to success and now they are increasingly rely on data projects to make informed decisions, enhance operations, and achieve strategic goals. Define data needs : Specify datasets, attributes, granularity, and update frequency.

Data Quality 91

Data Quality Power BI Data Engineering Data Engineer 91

Precisely

MAY 12, 2025

But heres a fundamental challenge that many organizations face and one Ive encountered in countless conversations with customers: they dont fully understand what data they have, let alone whether they can trust it. Wasted resources: Teams spend excessive time searching for and verifying data. That leads to costly business mistakes.

Data Quality 64

Data Quality Data Classification Data Governance Artificial Intelligence 64

Precisely

JANUARY 9, 2023

With global data creation projected to grow to more than 180 zettabytes by 2025 , it’s not surprising that more organizations than ever are looking to harness their ever-growing datasets to drive more confident business decisions. As data initiatives become more sophisticated, organizations will uncover new data quality challenges.

Data Governance 81

Data Governance Data Quality Data Observability Data Pipeline 81

Dataversity

FEBRUARY 6, 2025

Heading into 2025, businesses are faced with managing increasingly complex data ecosystems. Maintaining data integrity when moving data has never been more critical, and ensuring it has become more challenging. Though often necessary, moving critical business data leaves organizations at risk of data loss and corruption.

Data Governance 72

Data Governance Data Quality 72

IBM Journey to AI blog

OCTOBER 21, 2024

The data conundrum: Managing the rise of data creation As we delve into the datasphere, the numbers are staggering. Global data creation is projected to surpass 180 zettabytes by 2025, a meteoric rise from the already overwhelming 64 zettabytes documented in 2020. million annually due to poor data quality.

Data Governance 87

Data Governance Data Quality Analytics Analytics 87

Precisely

OCTOBER 17, 2024

This year, our annual Data Integrity Summit, Trust ’24, was better than ever – and a big part of what made the event so exciting was our first-ever Data Integrity Awards ! As you plan for 2025, get inspired with their success stories today.

Data Governance 69

Data Governance Data Quality Artificial Intelligence Artificial Intelligence 69

SAS Software

MARCH 12, 2025

The Bank of Englands Prudential Regulation Authority (PRA) sent a letter to the CEOs of UK deposit holders outlining its supervisory priorities for 2025. The post Banking in 2025: How the Bank of England is raising the bar appeared first on SAS Blogs. The letter sets expectations for stronger [.]

Data Quality 52

Data Quality Data Governance 52

Dataversity

MARCH 4, 2025

While external data is getting increasingly difficult to access and manage securely, the demand for data is exploding.

Data Governance 52

Data Governance Data Quality 52

Dataversity

MAY 24, 2021

Analysts predict the big data market will grow by over $100 billion by 2025 due to more and more companies investing in technology to drive more business decisions from big data collection. The post The Dos and Don’ts of Navigating the Multi-Billion-Dollar Big Data Industry appeared first on DATAVERSITY.

Big Data 97

Big Data Big Data Data Quality Data Governance 97

Dataversity

DECEMBER 18, 2024

Around this time of year, many data, analytics, and AI organizations are planning for the new year, and are dusting off their crystal balls in an effort to understand what lies ahead in 2025. But like all predictions, they are only helpful if they are right.

Analytics 52

Analytics Analytics AI AI 52

Pickl AI

NOVEMBER 4, 2024

Key Takeaways Data Engineering is vital for transforming raw data into actionable insights. Key components include data modelling, warehousing, pipelines, and integration. Effective data governance enhances quality and security throughout the data lifecycle. What is Data Engineering?

Data Engineering 52

Data Engineering Data Engineering Data Engineer Data Engineering 52

Alation

MAY 19, 2022

This is data that’s artificially produced to mimic and model real events: It retains the structure of the original data but is not the same as real data. Gartner predicts that by 2030, synthetic data will completely overshadow real data in AI models. Data Governance. Want to learn more?

Analytics 52

Analytics Analytics Data Governance Data Scientist 52

IBM Journey to AI blog

OCTOBER 12, 2023

Accounting for the complexities of the AI lifecycle Unfortunately, typical data storage and data governance tools fall short in the AI arena when it comes to helping an organization perform the tasks that underline efficient and responsible AI lifecycle management. And that makes sense.

AI 93

AI AI Data Scientist Data Governance 93

Pickl AI

DECEMBER 2, 2024

Introduction In today’s digital age, the volume of data generated is staggering. According to a report by Statista, the global data sphere is expected to reach 180 zettabytes by 2025 , a significant increase from 33 zettabytes in 2018. Processing frameworks like Hadoop enable efficient data analysis across clusters.

Big Data 52

Big Data Big Data Data Lakes Apache Hadoop 52

Pickl AI

NOVEMBER 25, 2024

Introduction In today’s digital age, the volume of data generated is staggering. According to a report by Statista, the global data sphere is expected to reach 180 zettabytes by 2025 , a significant increase from 33 zettabytes in 2018. Processing frameworks like Hadoop enable efficient data analysis across clusters.

Big Data 52

Big Data Big Data Data Lakes Apache Hadoop 52

Precisely

SEPTEMBER 11, 2023

It provides a unique ability to automate or accelerate user tasks, resulting in benefits like: improved efficiency greater productivity reduced dependence on manual labor Let’s look at AI-enabled data quality solutions as an example. Problem: “We’re unsure about the quality of our existing data and how to improve it!”

Data Quality 52

Data Quality AI AI ML 52

Dataversity

DECEMBER 16, 2020

According to IDC, the size of the global datasphere is projected to reach 163 ZB by 2025, leading to the disparate data sources in legacy systems, new system deployments, and the creation of data lakes and data warehouses. Most organizations do not utilize the entirety of the data […].

Data Warehouse 69

Data Warehouse Data Lakes Data Profiling Data Quality 69

Alation

AUGUST 17, 2021

The Alation Data Catalog is built as a platform, unifying disparate data into a singular view. The Alation Data Catalog enables you to leverage the Data Cloud to boost analyst productivity, accelerate migration, and minimize risk through active data governance. Empower Anyone to Find Trusted Data.

Data Governance 52

Data Governance Data Warehouse Cloud Data Data Quality 52

Dataversity

OCTOBER 23, 2023

Organizations have long struggled with the “eternal data problem” – that is, how to collect, store, and manage the massive amount of data their businesses generate. This problem will become more complex as organizations adopt new resource-intensive technologies like AI and generate even more data.

AI 64

AI AI Data Quality Data Governance 64

IBM Journey to AI blog

JULY 3, 2024

The quality and quantity of data can make or break AI success, and organizations that effectively harness and manage their data will reap the most benefits. Data is exploding, both in volume and in variety. Effective data quality management is crucial to mitigating these risks. But it’s not so simple.

AI 45

AI Data Quality AI Database 45

SAS Software

DECEMBER 5, 2024

Big data – complex structured and unstructured datasets arriving from innumerable sources – is reshaping the global banking industry. Used effectively, big data can support the delivery [.] The data debacle: Boom or bust for banks? At the very heart of the financial world lies a commodity so vast it’s almost immeasurable.

Big Data 52

Big Data Big Data Data Quality Data Governance 52

Dataversity

SEPTEMBER 3, 2024

are expected to use GenAI in 2025, a 1,400% increase over just 7.8 More demand means more scrutiny and increased demand for higher-quality products, and […] The post The Secret to RAG Optimization: Expert Human Intervention appeared first on DATAVERSITY. According to EMARKETER, nearly 117 million people in the U.S.

AI 52

AI AI Data Quality Data Governance 52

Alation

MARCH 14, 2023

It also recognised that more and more data was being harvested — but that challenges remained over how to extract truly valuable insight from it. It also set out a detailed plan to make data ‘ an enduring, strategic asset ’, with clear goals to be reached by 2025. What is a data strategy?

Data Quality 52

Data Quality Data Governance Data Analysis Data Analysis 52

Dataversity

MARCH 28, 2022

Businesses today collect and store an astonishing amount of data. According to estimates from IDC, 163 zettabytes of data will have been created worldwide by 2025. However, this data is not always useful to business leaders until it is organized to be of higher quality and reliability.

Data Analysis 52

Data Analysis Data Analysis Data Silos Data Quality 52

Dataversity

MAY 4, 2021

According to reports from IDC and Seagate, data is expected to grow at an exponential rate in the coming years. Reports suggest that by the year 2025, there will be an increase of data by 175 zettabytes. This amount of data can be beneficial to organizations, as […]. Click here to learn more about Anas Baig.

Data Governance 52

Data Governance Data Quality Cloud Data 52

Dataversity

MARCH 19, 2021

Businesses are creating data at an incredible pace that will only accelerate. In fact, data storage company Seagate predicts it will pass a yearly rate of “163 zettabytes (ZB) by 2025. That’s ten times the amount of data produced in 2017.” Moore’s Law – the principle that […].

Machine Learning 52

Machine Learning Machine Learning Data Governance Data Quality 52

Pickl AI

JANUARY 23, 2024

18,00,000 Chief Data Officer As custodians of data governance, Chief Data Officers oversee the organisation’s data strategy. They enforce policies, ensuring data quality, security, and compliance. billion by 2025 and $118.7

Data Analyst 52

Data Analyst Analytics Analytics Machine Learning 52

Precisely

FEBRUARY 28, 2025

Thats why you need trusted data and to trust your data, it must have data integrity. What exactly is data integrity? Many proposed definitions focus on data quality or its technical aspects, but you need to approach data integrity from a broader perspective. What is Data Integrity?

Data Quality 69

Data Quality Data Governance Data Observability Analytics 69

Dataversity

JANUARY 20, 2025

As we begin 2025, artificial intelligence (AI) shows no signs of slowing down. Whether its transforming how businesses operate or redefining our daily interactions, AIs integration across various sectors suggests a […] The post An Appetite for AI: Trends and Predictions for 2025 appeared first on DATAVERSITY.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence AI AI 52

Dataversity

FEBRUARY 10, 2025

In January, I had the privilege of delivering the keynote at EDGO 2025. Afterwards, I got a note from the CEO of Measured Strategies, Karen Menard, with a great question: One of the things I keep hearing about is the […] The post Ask a Data Ethicist: How Can Organizations Build Capacity for Data and AI Ethics Work?

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AI AI Data Governance Data Quality 86