CIO Business Intelligence

MARCH 25, 2025

With the Digital Agenda , the European Union is creating clear and uniform rules for the responsible use of data and artificial intelligence. With these regulatory and legal requirements, policymakers want to protect society and thus create trust in new technologies. Process-related guidelines must be created for them.

IT 95

IT Key Performance Indicator Risk Reporting 95

David Menninger's Analyst Perspectives

MAY 15, 2025

The use of cryptography algorithms across enterprise applications has grown in recent years. This means that enterprises could experience significant vulnerabilitiesnot only in terms of their data security but also with respect to operational integrity.

Enterprise 130

Enterprise Risk Measurement Risk Management 130

CIO Business Intelligence

DECEMBER 10, 2024

For example, developers using GitHub Copilots code-generating capabilities have experienced a 26% increase in completed tasks , according to a report combining the results from studies by Microsoft, Accenture, and a large manufacturing company. That doesnt mean investments will dry up overnight. Below are five examples of where to start.

Sales 143

Sales Metrics Data-driven Unstructured Data 143

CIO Business Intelligence

OCTOBER 11, 2024

In recent years, there’ve been a number of smaller AI products geared toward the legal profession, but it wasn’t until gen AI caught on that Swedish law firm Setterwalls really saw the benefit. “We Results showed that 80% of the group estimated they used gen AI more often than once a week, and 30% said they used it several times a day.

Uncertainty 127

Uncertainty Testing Technology Modeling 127

O'Reilly on Data

NOVEMBER 28, 2023

In enterprises, we’ve seen everything from wholesale adoption to policies that severely restrict or even forbid the use of generative AI. Our survey focused on how companies use generative AI, what bottlenecks they see in adoption, and what skills gaps need to be addressed. Generative AI has been the biggest technology story of 2023.

Enterprise 342

Enterprise Modeling Testing Reporting 342

CIO Business Intelligence

NOVEMBER 6, 2024

This award-winning access management project uses automation to streamline access requests and curb security risks. Access management is crucial in the legal world because cases depend on financial records, medical records, emails, and other personal information.

Management 97

Management Risk Measurement Interactive 97

CIO Business Intelligence

DECEMBER 30, 2024

Generative AI has seen faster and more widespread adoption than any other technology today, with many companies already seeing ROI and scaling up use cases into wide adoption. But for many business use cases, LLMs are overkill and are too expensive, and too slow, for practical use.

Software 141

Software ROI Modeling Interactive 141

O'Reilly on Data

JUNE 27, 2023

In the same way that bad actors will use social engineering to fool humans guarding secrets, clever prompts are a form of social engineering for your chatbot. In the same way that bad actors will use social engineering to fool humans guarding secrets, clever prompts are a form of social engineering for your chatbot.

Risk Management 321

Risk Management Risk Management Modeling 321

CIO Business Intelligence

NOVEMBER 13, 2024

JP Morgan Chase president Daniel Pinto says the bank expects to see up to $2 billion in value from its AI use cases, up from a $1.5 The company has already rolled out a gen AI assistant and is also looking to use AI and LLMs to optimize every process. “One The use of its API has also doubled since ChatGPT-4o mini was released in July.

IT 141

IT Consulting ROI Cost-Benefit 141

O'Reilly on Data

NOVEMBER 13, 2018

We recently conducted a survey which garnered more than 11,000 respondents—our main goal was to ascertain how enterprises were using machine learning. As the data community begins to deploy more machine learning (ML) models, I wanted to review some important considerations. Let’s begin by looking at the state of adoption. Data Platforms.

Machine Learning 277

Machine Learning Risk Management Statistics 277

O'Reilly on Data

OCTOBER 13, 2020

In contrast, many production AI systems rely on feedback loops that require the same technical skills used during initial development. This distinction assumes a slightly different definition of debugging than is often used in software development. The field of AI product management continues to gain momentum. Debugging AI Products.

Management 314

Management Machine Learning Metrics Modeling 314

CIO Business Intelligence

APRIL 30, 2025

At United Airlines, AI has been a long-term strategic investment, not a recent initiative. Prior to generative AI, we used AI for customer personalization and marketing campaigns, as well as in our contact centers to help agents deliver more personalized service. Talk us through a gen AI use case.

Strategy 83

Strategy Data Science Modeling Risk Management 83

CIO Business Intelligence

APRIL 9, 2025

ChatGPT-written term papers? Since the AI chatbots 2022 debut, CIOs at the nearly 4,000 US institutions of higher education have had their hands full charting strategy and practices for the use of generative AI among students and professors, according to research by the National Center for Education Statistics.

Interactive 111

Interactive Technology Statistics Consulting 111

O'Reilly on Data

MARCH 23, 2023

What is it, how does it work, what can it do, and what are the risks of using it? Many of these go slightly (but not very far) beyond your initial expectations: you can ask it to generate a list of terms for search engine optimization, you can ask it to generate a reading list on topics that you’re interested in. It’s much more.

IT 348

IT Modeling Testing Risk 348

datapine

OCTOBER 17, 2019

But, these reports are only as useful as the work that goes into preparing and presenting them. In this blog post, we’re going to give a bit of background and context about management reports, and then we’re going to outline 10 essential best practices you can use to make sure your reports are effective. What Is A Management Report?

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Reporting Management Dashboards KPI 263

David Menninger's Analyst Perspectives

SEPTEMBER 24, 2024

erroneous results), and an equal amount (32%) mentioned legal risk. It can subject an enterprise to fines or other legal consequences, disrupt operations and damage an enterprise’s reputation. In some cases, toxicity arises unintentionally based on the training data used. In this Perspective, we’ll look at toxicity.

Testing 173

Testing Modeling Enterprise Risk 173

CIO Business Intelligence

JANUARY 9, 2025

This includes developing a data-driven culture where data and analytics are integrated into all functions and all employees understand the value of data, how to use it, and how to protect it. With data central to every aspect of business, the chief data officer has become a highly strategic executive.

Risk 90

Risk Business Driver Data-driven Strategy 90

CIO Business Intelligence

JANUARY 30, 2025

There is such excitement about these technologies and their use cases that we are starting to see implementations everywhere. Employees are experimenting, developing, and moving these AI technologies into production, whether their organization has AI policies or not. It is easy to see how the detractions can get in the way.

Testing 93

Testing Metrics Cost-Benefit Modeling 93

CIO Business Intelligence

JANUARY 12, 2024

Nearly two-thirds (62%) said their firms were waiting to see how new regulations around AI use develop, while 74% said that substantive change management would be needed to help cope with the advent of generative AI. There’s very few legal folks who have expertise in this area,” he noted. Generative AI

Risk Management 132

Risk Management Consulting Reporting Risk 132

CIO Business Intelligence

JULY 30, 2024

Many of the AI use cases entrenched in business today use older, more established forms of AI, such as machine learning, or don’t take advantage of the “generative” capabilities of AI to generate text, pictures, and other data. Many AI experts say the current use cases for generative AI are just the tip of the iceberg.

Insurance 144

Insurance Machine Learning Interactive Finance 144

O'Reilly on Data

JULY 20, 2021

Communal devices are intended to be used by groups of people in homes and offices. The telephone in the kitchen was for everyone’s use. That’s precisely where we’re wrong: they’re not edge cases, but they’re at the core of how people want to use these devices. This expectation isn’t a new one either.

Risk 335

Risk Software Interactive Modeling 335

CIO Business Intelligence

DECEMBER 1, 2023

Since its origins in the early 1970s, LexisNexis and its portfolio of legal and business data and analytics services have faced competitive threats heralded by the rise of the Internet, Google Search, and open source software — and now perhaps its most formidable adversary yet: generative AI, Reihl notes. We use AWS and Azure.

Cost-Benefit 128

Cost-Benefit Machine Learning Digital Transformation Deep Learning 128

CIO Business Intelligence

NOVEMBER 14, 2024

As a result, many companies are now more exposed to security vulnerabilities, legal risks, and potential downstream costs. RAG with Knowledge Graph on CML The RAG with Knowledge Graph AMP showcases how using knowledge graphs in conjunction with Retrieval-augmented generation can enhance LLM outputs even further.

Machine Learning 59

Machine Learning Risk Modeling Enterprise 59

O'Reilly on Data

MARCH 31, 2020

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. For machine learning systems used in consumer internet companies, near continuous retraining happens throughout the day, processing billions of new input-output pairs.

Management 363

Management Machine Learning Experimentation Metrics 363

CIO Business Intelligence

JANUARY 22, 2024

The application of AI to many business processes will only accelerate the need to ensure the veracity and timeliness of the data used, whether generated internally or sourced externally. a year from using poor quality data. And IBM calculate that bad data is costing the US economy more than $3 trillion a year.

Data Strategy 132

Data Strategy Strategy Data-driven Enterprise 132

O'Reilly on Data

DECEMBER 19, 2018

We don’t need to implement our own versions of long short-term memory (LSTM) or reinforcement learning; we get that from PyTorch , Ray RLlib , or some other library. We need to do more than automate model building with autoML; we need to automate tasks at every stage of the data pipeline. Developers of Software 1.0 The tools for Software 2.0

Machine Learning 279

Machine Learning Software Metadata Testing 279

Smart Data Collective

DECEMBER 18, 2020

That’s more data than most of us can even begin to imagine. A certain amount of that data won’t be of use to anyone. But there’s a lot of useful data out there. Today, we’re going to discuss how to start, nurture, and grow a business using big data. How You Can Use Big Data? MB of data. Others don’t.

Big Data 140

Big Data Data-driven Business Objectives Marketing 140

CIO Business Intelligence

SEPTEMBER 25, 2024

German software giant SAP is under investigation by US officials for allegedly conspiring to overcharge the US government for its technology products over the course of a decade. The investigation centers on more than $2 billion worth of SAP technology purchased by US government agencies since 2014.

Sales 127

Sales Reporting Software Technology 127

CIO Business Intelligence

OCTOBER 24, 2023

As AI becomes more sophisticated, so too do the potential threats, especially in terms of organizational IP and personal privacy. Current IP laws are not designed to handle this scenario, leading to a legal gray area. The answer to that question can have a huge impact on a business’s profitability and legal exposure going forward.

Risk 126

Risk Recreation/Entertainment Data Collection Data Processing 126

CIO Business Intelligence

JANUARY 3, 2024

According to an O’Reilly survey released late last month, 23% of companies are using one of OpenAI’s models. According to an O’Reilly survey released late last month, 23% of companies are using one of OpenAI’s models. Entire businesses have been built on top of OpenAI and its APIs. And the AI writing assistant category grew by 177%.

Risk 131

Risk Enterprise Modeling Marketing 131

CIO Business Intelligence

APRIL 6, 2022

It can only be called accessible if everyone can use it fully and independently, and if it works with assistive technologies people use to navigate and consume content,” says Mark Shapiro, president of the Bureau of Internet Accessibility, an East Greenwich, R.I.-based courts over website inaccessibility.

Visualization 136

Visualization Interactive Technology Software 136

CIO Business Intelligence

SEPTEMBER 12, 2024

For most organizations, the effective use of AI is essential for future viability and, in turn, requires large amounts of accurate and accessible data. Across industries, 78 % of executives rank scaling AI and machine learning (ML) use cases to create business value as their top priority over the next three years.

Unstructured Data 120

Unstructured Data Data Quality Structured Data Machine Learning 120

Smart Data Collective

AUGUST 11, 2022

There are many great benefits of using data analytics to improve financial management strategies. Many investors are using data analytics to invest in stocks. Insurance companies are using data analytics to improve their actuarial processes. Use Data Analytics Choose Customers that Are Likely to Pay their Bills.

Data Analytics 128

Data Analytics Optimization Analytics Cost-Benefit 128

Smart Data Collective

DECEMBER 4, 2022

Most of the discussions about the role of big data in finance center around actuarial models in the insurance sector and using data analytics and machine learning for stock market predictions. In this article we’ll explore the two terms, how they differ and how they make up the world of insolvency proceedings. billion by 2028.

Big Data 131

Big Data Finance Insurance Machine Learning 131

David Menninger's Analyst Perspectives

OCTOBER 23, 2024

While those above-mentioned metrics are in common use, they measure the outcome, not the activities and events that drive the results. The CPQ process is a crucial part of the sale, ensuring that whatever product or service the buyer is purchasing is fit for purpose and at an acceptable price and contact terms.

Sales 130

Sales Metrics Measurement Enterprise 130

CIO Business Intelligence

JULY 7, 2022

Every time they want to bring on a new IT vendor, they must go through multiple levels of approval: procurement, legal, compliance, and more. Finally, contract negotiations and revisions can several months as legal teams revise language and terms that are suitable to both parties. Set technical integration standards.

IT 120

IT Consulting Software Technology 120

CIO Business Intelligence

AUGUST 1, 2024

The text of the EU AI Act was published in the Official Journal of the EU on July 12, 2024, and the set of rules around the development and use of AI tools officially entered force at the beginning of August. The goal must be to consistently advance the use of AI both in business and administration as well as in society.

Risk 120

Risk Uncertainty Testing Digital Transformation 120