CIO Business Intelligence

DECEMBER 11, 2024

If 2023 was the year of AI discovery and 2024 was that of AI experimentation, then 2025 will be the year that organisations seek to maximise AI-driven efficiencies and leverage AI for competitive advantage. Primary among these is the need to ensure the data that will power their AI strategies is fit for purpose.

Risk 107

Risk Data Strategy Strategy Data Governance 107

O'Reilly on Data

MAY 27, 2020

Whether driven by my score, or by their own firsthand experience, the doctors sent me straight to the neonatal intensive care ward, where I spent my first few days. And yet a number or category label that describes a human life is not only machine-readable data. Algorithms tell stories about who people are.

Risk 355

Risk Testing Reporting Measurement 355

Rocket-Powered Data Science

JULY 19, 2023

I recently saw an informal online survey that asked users which types of data (tabular, text, images, or “other”) are being used in their organization’s analytics applications. The results showed that (among those surveyed) approximately 90% of enterprise analytics applications are being built on tabular data.

Data-driven 188

Data-driven Enterprise Analytics Machine Learning 188

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. Why are GRC certifications important? Is GRC certification worth it?

Risk 119

Risk Risk Management Management Enterprise 119

CIO Business Intelligence

NOVEMBER 18, 2024

In the quest to reach the full potential of artificial intelligence (AI) and machine learning (ML), there’s no substitute for readily accessible, high-quality data. If the data volume is insufficient, it’s impossible to build robust ML algorithms. If the data quality is poor, the generated outcomes will be useless.

Data-driven 111

Data-driven Machine Learning ROI Uncertainty 111

CIO Business Intelligence

JULY 25, 2024

To succeed, you need to understand the fundamentals of security, data storage, hardware, software, networking, and IT management frameworks — and how they all work together to deliver business value. IT managers are often responsible for not just overseeing an organization’s IT infrastructure but its IT teams as well.

IT 131

IT Management Risk Risk Management 131

O'Reilly on Data

DECEMBER 10, 2019

Nor are building data pipelines and deploying ML systems well understood. That doesn’t mean we aren’t seeing tools to automate various aspects of software engineering and data science. We’ve also seen (and featured at O’Reilly’s AI Conference) Snorkel , an ML-driven tool for automated data labeling and synthetic data generation.

Software 263

Software Machine Learning Risk Data-driven 263

CIO Business Intelligence

DECEMBER 14, 2023

As CIOs seek to achieve economies of scale in the cloud, a risk inherent in many of their strategies is taking on greater importance of late: consolidating on too few if not just a single major cloud vendor. This is the kind of risk that may increasingly keep CIOs up at night in the year ahead.

Risk 131

Risk Cost-Benefit Strategy Risk Management 131

CIO Business Intelligence

JULY 2, 2024

This approach to better information can benefit IT team KPIs in most areas, ranging from e-commerce store errors to security risks to connectivity outages,” he says. This approach to better information can benefit IT team KPIs in most areas, ranging from e-commerce store errors to security risks to connectivity outages,” he says.

IT 143

IT Machine Learning Cost-Benefit Software 143

O'Reilly on Data

APRIL 19, 2021

During the first weeks of February, we asked recipients of our Data & AI Newsletter to participate in a survey on AI adoption in the enterprise. The second-most significant barrier was the availability of quality data. Relatively few respondents are using version control for data and models. Executive Summary. Respondents.

Enterprise 358

Enterprise Risk Modeling Manufacturing 358

O'Reilly on Data

FEBRUARY 18, 2020

It’s also the data source for our annual usage study, which examines the most-used topics and the top search terms. [1]. This year’s growth in Python usage was buoyed by its increasing popularity among data scientists and machine learning (ML) and artificial intelligence (AI) engineers. Security is surging. to be wary of.

Data-driven 340

Data-driven Software Statistics Marketing 340

CIO Business Intelligence

OCTOBER 17, 2024

While tech debt refers to shortcuts taken in implementation that need to be addressed later, digital addiction results in the accumulation of poorly vetted, misused, or unnecessary technologies that generate costs and risks. These runways come with specific criteria for either “takeoff” (full implementation) or “takedown” (discontinuation).

Risk 108

Risk Experimentation Testing Strategy 108

O'Reilly on Data

OCTOBER 22, 2020

“ On peut interroger n’importe qui, dans n’importe quel état; ce sont rarement les réponses qui apportent la vérité, mais l’enchaînement des questions. “ “ You can interrogate anyone, no matter what their state of being. “ – Inspector Pastor in La Fée Carabine, by Daniel Pennac. And that’s fine.

Consulting 301

Consulting Risk Cost-Benefit Modeling 301

O'Reilly on Data

JULY 28, 2020

It’s often difficult for businesses without a mature data or machine learning practice to define and agree on metrics. Fair warning: if the business lacks metrics, it probably also lacks discipline about data infrastructure, collection, governance, and much more.) Agreeing on metrics. Is it a problem that should be solved?

Marketing 363

Marketing Experimentation Metrics Testing 363

CIO Business Intelligence

AUGUST 20, 2024

They will be handing over customer data to AI companies that reserve the right to use it for their own purposes,” Fernandes says. BloomScale AI, through the AI-driven call center, will allow the company to retrain its seven-member inbound customer support team to focus on sales, creating more revenue opportunities.

Risk 131

Risk Cost-Benefit Insurance ROI 131

CIO Business Intelligence

AUGUST 2, 2024

Building a new platform To move on from an outdated IT environment, a new platform is being developed, for Karolinska as well as the entire Stockholm region, to make data available both operationally in care and treatment, and analytically for follow-up, analysis, and research. I made a U-turn,” she says. It would be a huge time-saver.”

IT 119

IT Cost-Benefit Data-driven Management 119

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

CIO Business Intelligence

MAY 22, 2024

While Kane shows clients how to save time and money using AI tools like Microsoft Copilot, many SMB customers still don’t see the value of generative AI in tasks like writing a newsletter, when the AI doesn’t have access to their internal data. Nearly half of respondents pointed to challenges with showing its value.

ROI 143

ROI IT Measurement Cost-Benefit 143

Rocket-Powered Data Science

FEBRUARY 15, 2023

Third, any commitment to a disruptive technology (including data-intensive and AI implementations) must start with a business strategy. 3) How do we get started, when, who will be involved, and what are the targeted benefits, results, outcomes, and consequences (including risks)?

Strategy 290

Strategy Experimentation Uncertainty Machine Learning 290

CIO Business Intelligence

MARCH 12, 2024

Others include preparation for zero-day attacks, almost anything having to do with data stewardship, as well as IT training and social engineering audits. When this happens, corporate risk is heightened as preemptive projects get delayed — sometimes for indefinite periods of time. The average cost of a data breach is $4.64

ROI 122

ROI IT Manufacturing Metrics 122

CIO Business Intelligence

NOVEMBER 21, 2023

Ask IT leaders about their challenges with shadow IT, and most will cite the kinds of security, operational, and integration risks that give shadow IT its bad rep. That’s not to downplay the inherent risks of shadow IT. Following are seven steps to guide this transformation for competitive advantage.

IT 137

IT Risk Cost-Benefit Risk Management 137

CIO Business Intelligence

DECEMBER 3, 2024

But supporting a technology strategy that attempts to offset skills gaps by supplanting the need for those skills is also changing the fabric of IT careers — and the long-term prospects of those at risk of being automated out of work. And while AI is already developing code, it serves mostly as a productivity enhancer today, Hafez says.

IT 128

IT Testing Software Data-driven 128

DataKitchen

NOVEMBER 27, 2024

A Guide to the Six Types of Data Quality Dashboards Poor-quality data can derail operations, misguide strategies, and erode the trust of both customers and stakeholders. Data quality dashboards have emerged as indispensable tools, offering a clear window into the health of their data and enabling targeted actionable improvements.

Data Quality 219

Data Quality Dashboards Metrics Cost-Benefit 219

CIO Business Intelligence

NOVEMBER 26, 2024

Solution: A phased approach to modernization can mitigate the risks associated with legacy systems. For instance, AT&T launched a comprehensive reskilling initiative called “Future Ready” to train employees in emerging technologies such as cloud computing, cybersecurity, and data analytics.

IT 122

IT Consulting Recreation/Entertainment Data-driven 122

CIO Business Intelligence

AUGUST 20, 2024

Pre-pandemic, high-performance teams were co-located, multidisciplinary, self-organizing, agile, and data-driven. These teams focused on delivering reliable technology capabilities, improving end-user experiences, and establishing data and analytics capabilities. What is a high-performance team today?

IT 141

IT Digital Transformation Experimentation Risk 141

CIO Business Intelligence

JULY 11, 2024

These CIOs have the vision, steadiness, and laser-sharp focus to navigate both the promise and the risks of disruptive technologies, positioning their teams and their organizations to gain and sustain an edge. That way you can make an informed decision driven by business needs, not hype.

IT 122

IT Risk Technology Uncertainty 122

CIO Business Intelligence

OCTOBER 8, 2024

Many veteran members of IT teams started as systems administrators or similar roles and are now being asked to set up complex cloud environments or figure out how to deploy AI, says Ashwin Rajeeva, co-founder and CTO at Acceldata, an enterprise data observability provider. The drop was the largest among the CEOs surveyed.

IT 140

IT Strategy Experimentation Technology 140

CIO Business Intelligence

SEPTEMBER 12, 2024

Enterprises must reimagine their data and document management to meet the increasing regulatory challenges emerging as part of the digitization era. The cost of compliance These challenges are already leading to higher costs and greater operational risk for enterprises. One particular challenge lies in managing “dark data” (i.e.,

Data-driven 106

Data-driven Management Cost-Benefit Risk 106

CIO Business Intelligence

NOVEMBER 21, 2024

In our fast-changing digital world, it’s essential to sync IT strategies with business objectives for lasting success. Technology has shifted from a back-office function to a core enabler of business growth, innovation, and competitive advantage. Understanding the competitive landscape is also essential.

Strategy 122

Strategy IT Business Objectives Cost-Benefit 122

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

CIO Business Intelligence

APRIL 30, 2024

The law will create new mandates for organizations to validate, monitor, and audit the entire AI lifecycle, says Kjell Carlsson, head of AI strategy at Domino Data Lab, a data science and AI company. EU residents will have a right to submit complaints about high-risk AI systems and receive explanations about decisions.

IT 115

IT Risk Data-driven Modeling 115

CIO Business Intelligence

MAY 13, 2024

Lawrence Bilker can easily articulate the business values that his IT initiatives should deliver: better experiences for both employees and customers, more insights from data to enable smarter decision-making, and more intelligence for improved operations. Tech leaders and executive advisors say most CIOs would not be surprised by this list.

IT 131

IT Digital Transformation ROI Strategy 131

CIO Business Intelligence

JUNE 5, 2024

Close behind: data analytics and business intelligence projects as well as cybersecurity. Close behind: data analytics and business intelligence projects as well as cybersecurity. It’s difficult to bolt on that ability to deliver data to the AI engine as well as receive instructions from it, Mandell says.

IT 111

IT Digital Transformation Risk Management Data-driven 111

CIO Business Intelligence

OCTOBER 26, 2023

When we asked what’s driving that consolidation, finance-driven reasons were close to – but not at – the top. As buyers consolidate, pressure on vendors increases Clearly there is pressure to consolidate – both internally and externally driven. 10X in 10 Years – can this continue?

IT 128

IT Cost-Benefit Data-driven Manufacturing 128

CIO Business Intelligence

FEBRUARY 5, 2024

Yet a technology-concentrated approach can create significant risk, such as breaking processes that lie outside of IT or overspending on solutions that may only perpetuate the issue that still must be resolved. Every IT leader wants to create a fast, efficient, and innovative IT organization.

IT 131

IT Data-driven Strategy Digital Transformation 131

O'Reilly on Data

MARCH 31, 2020

AI products are automated systems that collect and learn from data to make user-facing decisions. All you need to know for now is that machine learning uses statistical techniques to give computer systems the ability to “learn” by being trained on existing data. Why AI software development is different.

Management 338

Management Machine Learning Experimentation Metrics 338

CIO Business Intelligence

MAY 30, 2024

To do that, McIntosh and OMES turned to process mining, a technique for analyzing event data to better understand and improve operational processes. Process mining provides the potential to enable organizations make quicker, more informed decisions when overhauling business processes by leveraging data for insights. 31 deadline.”

IT 140

IT Cost-Benefit Key Performance Indicator Dashboards 140