CIO Business Intelligence

JANUARY 7, 2025

Organizations will always be transforming , whether driven by growth opportunities, a pandemic forcing remote work, a recession prioritizing automation efficiencies, and now how agentic AI is transforming the future of work.

Digital Transformation 143

Digital Transformation Experimentation Cost-Benefit Strategy 143

CIO Business Intelligence

JANUARY 21, 2025

CIOs were given significant budgets to improve productivity, cost savings, and competitive advantages with gen AI. CIOs feeling the pressure will likely seek more pragmatic AI applications, platform simplifications, and risk management practices that have short-term benefits while becoming force multipliers to longer-term financial returns.

Cost-Benefit 142

Cost-Benefit Data-driven Strategy Marketing 142

CIO Business Intelligence

NOVEMBER 27, 2024

From customer service chatbots to marketing teams analyzing call center data, the majority of enterprises—about 90% according to recent data —have begun exploring AI. For companies investing in data science, realizing the return on these investments requires embedding AI deeply into business processes.

Data Architecture 128

Data Architecture Cost-Benefit Machine Learning Experimentation 128

CIO Business Intelligence

JANUARY 15, 2025

As a consequence, these businesses experience increased operational costs and find it difficult to scale or integrate modern technologies. Maintaining, updating, and patching old systems is a complex challenge that increases the risk of operational downtime and security lapse. The foundation of the solution is also important.

Cost-Benefit 124

Cost-Benefit Data-driven Enterprise Risk 124

datapine

SEPTEMBER 29, 2022

1) What Is Data Quality Management? 4) Data Quality Best Practices. 5) How Do You Measure Data Quality? 6) Data Quality Metrics Examples. 7) Data Quality Control: Use Case. 8) The Consequences Of Bad Data Quality. 9) 3 Sources Of Low-Quality Data. 10) Data Quality Solutions: Key Attributes.

Data Quality 241

Data Quality Metrics Data-driven Management 241

CIO Business Intelligence

DECEMBER 10, 2024

Still, CIOs have reason to drive AI capabilities and employee adoption, as only 16% of companies are reinvention ready with fully modernized data foundations and end-to-end platform integration to support automation across most business processes, according to Accenture. Gen AI holds the potential to facilitate that.

Sales 143

Sales Metrics Data-driven Unstructured Data 143

David Menninger's Analyst Perspectives

NOVEMBER 12, 2024

Infor’s Embedded Experiences allows users to create first drafts of text for specific business purposes and summarize insights as well as quickly analyze and interact with data. And its GenAI knowledge hub uses retrieval-augmented generation to provide immediate access to knowledge, potentially from multiple data sources.

Finance 130

Finance Prescriptive Analytics Cost-Benefit Manufacturing 130

CIO Business Intelligence

DECEMBER 19, 2024

It also has the benefit that as underlying AI costs drop over time service providers can extract more margin for this work. A third way that AI agents could be priced is by calculating the underlying costs and charging a small markup, he says. Potentially good for customers, but maybe not for shareholder returns.

Cost-Benefit 128

Cost-Benefit Modeling ROI Marketing 128

CIO Business Intelligence

JANUARY 5, 2025

Research from Gartner, for example, shows that approximately 30% of generative AI (GenAI) will not make it past the proof-of-concept phase by the end of 2025, due to factors including poor data quality, inadequate risk controls, and escalating costs. [1] AI in action The benefits of this approach are clear to see.

Enterprise 124

Enterprise Cost-Benefit Unstructured Data Data Quality 124

Smart Data Collective

JULY 21, 2022

Data analytics is incredibly valuable for helping people. More institutions are recognizing this, so the market for data analytics in education is projected to be worth over $57 billion by 2030. We have previously talked about the many ways that big data is disrupting education.

Data-driven 145

Data-driven Big Data Cost-Benefit Data Analytics 145

CIO Business Intelligence

DECEMBER 9, 2024

Large language models (LLMs) are very good at spotting patterns in data of all types, and then creating artefacts in response to user prompts that match these patterns. Despite these limitations and concerns among CIOs over AI costs, real progress has been made this year and we can expect to see this grow further in 2025.

Enterprise 116

Enterprise Cost-Benefit ROI Measurement 116

BizAcuity

NOVEMBER 13, 2024

In today’s data-rich environment, the challenge isn’t just collecting data but transforming it into actionable insights that drive strategic decisions. For organizations, this means adopting a data-driven approach—one that replaces gut instinct with factual evidence and predictive insights. What is BI Consulting?

Consulting 52

Consulting Data-driven Cost-Benefit Business Intelligence 52

CIO Business Intelligence

JULY 23, 2024

Call it survival instincts: Risks that can disrupt an organization from staying true to its mission and accomplishing its goals must constantly be surfaced, assessed, and either mitigated or managed. While security risks are daunting, therapists remind us to avoid overly stressing out in areas outside our control.

Risk 142

Risk IT Risk Management Cost-Benefit 142

CIO Business Intelligence

NOVEMBER 19, 2024

If expectations around the cost and speed of deployment are unrealistically high, milestones are missed, and doubt over potential benefits soon takes root. The right tools and technologies can keep a project on track, avoiding any gap between expected and realized benefits. But this scenario is avoidable.

Analytics 97

Analytics Cost-Benefit Finance Data-driven 97

Smart Data Collective

DECEMBER 13, 2021

Big data has become a highly invaluable aspect of modern business. More companies are using sophisticated data analytics and AI tools to overhaul their business models. Some industries have become more dependent on big data than others. The e-commerce sector has been one of the most affected by major advances in data technology.

Data-driven 145

Data-driven Marketing Strategy Big Data 145

CIO Business Intelligence

APRIL 8, 2025

Data is the foundation of innovation, agility and competitive advantage in todays digital economy. As technology and business leaders, your strategic initiatives, from AI-powered decision-making to predictive insights and personalized experiences, are all fueled by data. Data quality is no longer a back-office concern.

Data Quality 102

Data Quality Data-driven Key Performance Indicator Metadata 102

CIO Business Intelligence

NOVEMBER 1, 2024

One of the world’s largest risk advisors and insurance brokers launched a digital transformation five years ago to better enable its clients to navigate the political, social, and economic waves rising in the digital information age.

IT 122

IT Insurance Consulting Risk 122

Smart Data Collective

NOVEMBER 12, 2021

Big data technology has been instrumental in changing the direction of countless industries. Companies have found that data analytics and machine learning can help them in numerous ways. However, there are a lot of other benefits of big data that have not gotten as much attention. Global companies spent over $92.5

Data-driven 128

Data-driven Cost-Benefit Data mining Big Data 128

CIO Business Intelligence

JANUARY 9, 2025

In 2024, squeezed by the rising cost of living, inflationary impact, and interest rates, they are now grappling with declining consumer spending and confidence. It demands a robust foundation of consistent, high-quality data across all retail channels and systems. But 2025 and 2026 will bear good news, according to Deloitte.

B2B 105

B2B Cost-Benefit Data-driven Sales 105

CIO Business Intelligence

MARCH 19, 2025

There are risks around hallucinations and bias, says Arnab Chakraborty, chief responsible AI officer at Accenture. So far, over half a million lines of code have been processed but human supervision is required due to the risk of hallucinations and other quality problems. And the data is also used for sales and marketing.

Software 143

Software Risk Enterprise Cost-Benefit 143

CIO Business Intelligence

JANUARY 3, 2025

But many enterprises have yet to start reaping the full benefits that AIOps solutions provide. At the same time, the scale of observability data generated from multiple tools exceeds human capacity to manage. Understanding the root cause of issues is one situational benefit of AIOps.

IT 105

IT Cost-Benefit Data Science Data-driven 105

CIO Business Intelligence

NOVEMBER 18, 2024

As the study’s authors explain, these results underline a clear trend toward more personalized services, data-driven decision-making, and agile processes. According to the study, the biggest focus in the next three years will be on AI-supported data analysis, followed by the use of gen AI for internal use.

Digital Transformation 141

Digital Transformation Consulting Cost-Benefit Marketing 141

David Menninger's Analyst Perspectives

DECEMBER 31, 2024

Enterprises that adopt RPA report reductions in process cycle times and operational costs. Enhanced analytics driven by AI can identify patterns and trends, allowing enterprises to better predict future business needs. This ability facilitates breaking down silos between departments and fosters a collaborative approach to data use.

Cost-Benefit 130

Cost-Benefit Data-driven Enterprise Business Objectives 130

CIO Business Intelligence

JANUARY 21, 2025

Its promise of AI-driven features and enhanced capabilities sound easy to access, but is it so linear? And if youre moving from versions older than Oracle Database 19c, get ready for a multi-step upgrade marathon at a substantial cost. A few examples are AI vector search, secure data encoding and natural language processing.

Cost-Benefit 97

Cost-Benefit ROI Data-driven Risk 97

datapine

NOVEMBER 27, 2019

Data exploded and became big. Spreadsheets finally took a backseat to actionable and insightful data visualizations and interactive business dashboards. The rise of self-service analytics democratized the data product chain. 1) Data Quality Management (DQM). We all gained access to the cloud.

Business Intelligence 361

Business Intelligence Analytics Prescriptive Analytics Data Quality 361

Smart Data Collective

JULY 20, 2022

Data-driven decision-making has become a major element of modern business. A growing number of businesses use big data technology to optimize efficiency. However, companies that have a formal data strategy are still in the minority. Furthermore, only 13% of companies are actually delivering on their data strategy.

Data-driven 133

Data-driven Optimization Big Data Data Strategy 133

datapine

MAY 2, 2023

Table of Contents 1) Benefits Of Big Data In Logistics 2) 10 Big Data In Logistics Use Cases Big data is revolutionizing many fields of business, and logistics analytics is no exception. The complex and ever-evolving nature of logistics makes it an essential use case for big data applications. Did you know?

Big Data 275

Big Data Internet of Things Cost-Benefit Optimization 275

CIO Business Intelligence

MARCH 4, 2025

This approach will help businesses maximize the benefits of agentic AI while mitigating risks and ensuring responsible deployment. Building trust through human-in-the-loop validation and clear governance structures is essential to establishing strict protocols that guide safer agent-driven decisions.

Management 119

Management IT Cost-Benefit Enterprise 119

CIO Business Intelligence

JANUARY 14, 2025

Technical foundation Conversation starter : Are we maintaining reliable roads and utilities, or are we risking gridlock? DevSecOps maturity Conversation starter : Are our daily operations stuck in manual processes that slow us down or expose us to risks? Like a citys need for reliable infrastructure and well-maintained services.

Enterprise 119

Enterprise Technology Metrics Measurement 119

CIO Business Intelligence

JULY 10, 2024

CIOs are under pressure to integrate generative AI into business operations and products, often driven by the demand to meet business and board expectations swiftly. We examine the risks of rapid GenAI implementation and explain how to manage it. Samsung employees leaked proprietary data to ChatGPT.

Risk 111

Risk Strategy Consulting Cost-Benefit 111

CIO Business Intelligence

NOVEMBER 1, 2024

One of the world’s largest risk advisors and insurance brokers launched a digital transformation five years ago to better enable its clients to navigate the political, social, and economic waves rising in the digital information age.

IT 105

IT Insurance Consulting Risk 105

AWS Big Data

JANUARY 9, 2025

In this post, we focus on data management implementation options such as accessing data directly in Amazon Simple Storage Service (Amazon S3), using popular data formats like Parquet, or using open table formats like Iceberg. Data management is the foundation of quantitative research.

Metadata 106

Metadata Snapshot Cost-Benefit Optimization 106

Cloudera

JANUARY 7, 2025

As enterprises navigate complex data-driven transformations, hybrid and multi-cloud models offer unmatched flexibility and resilience. Heres a deep dive into why and how enterprises master multi-cloud deployments to enhance their data and AI initiatives. The terms hybrid and multi-cloud are often used interchangeably.

Cost-Benefit 82

Cost-Benefit Optimization Strategy Data-driven 82

Smart Data Collective

JANUARY 10, 2023

More small businesses are leveraging big data technology these days. One of the many reasons that they use big data is to improve their SEO. Data-driven SEO is going to be even more important as the economy continues to stagnate. Data-driven SEO will be one of the most important ways that they can achieve these goals.

Data-driven 126

Data-driven Data mining Big Data Optimization 126

O'Reilly on Data

APRIL 22, 2020

Compliance functions are powerful because legal violations result in clear financial costs. The European Union’s General Data Protection Regulation (GDPR), for instance, imposes fines of up to 2%–4% of global annual revenue. The era in which fines were merely a cost of doing business appears to be ending. Don’t do it.

Cost-Benefit 294

Cost-Benefit Finance Data-driven Strategy 294

CIO Business Intelligence

MAY 24, 2024

GRC certifications validate the skills, knowledge, and abilities IT professionals have to manage governance, risk, and compliance (GRC) in the enterprise. Enter the need for competent governance, risk and compliance (GRC) professionals. What are GRC certifications? Why are GRC certifications important?

Risk 119

Risk Risk Management Management Enterprise 119

CIO Business Intelligence

AUGUST 20, 2024

Many AI projects have huge upfront costs — up to $200,000 for coding assistants, $1 million to embed generative AI in custom apps, $6.5 Those costs don’t include recurring costs, which can run into the thousands of dollars per user each year. SMBs are particularly vulnerable to these cost increases.”

Risk 131

Risk Cost-Benefit Insurance ROI 131