O'Reilly on Data

JULY 15, 2019

After the 2008 financial crisis, the Federal Reserve issued a new set of guidelines governing models— SR 11-7 : Guidance on Model Risk Management. Note that the emphasis of SR 11-7 is on risk management.). Sources of model risk. Machine learning developers are beginning to look at an even broader set of risk factors.

Machine Learning 52

Machine Learning Management Enterprise Risk Management 52

Andrew White

AUGUST 7, 2020

Data and analytics leaders should use this report to understand key trends and innovations. This report will help you assess AI-specific maturity and adoption. This report will assist CIOs and other enterprise leaders in assessing how and where these new opportunities and methods can best be applied.

Publishing 104

Publishing Analytics Machine Learning Data-driven 104

CIO Business Intelligence

FEBRUARY 7, 2024

OpenAI, Google DeepMind, Microsoft, and Meta are among companies who have agreed to allow the UK’s new AI Safety Institute (AISI) to evaluate their models, but they aren’t happy with the current pace or transparency of the evaluation, according to a published report in the Financial Times, which cited sources close to the companies.

Testing 124

Testing Reporting Risk Publishing 124

CIO Business Intelligence

JANUARY 30, 2025

particular, companies that use AI systems can share their voluntary commitments to transparency and risk control. At least half of the current AI Pact signatories (numbering more than 130) have made additional commitments, such as risk mitigation, human oversight and transparency in generative AI content.

Enterprise 128

Enterprise Risk Reporting Measurement 128

CIO Business Intelligence

APRIL 8, 2025

Fragmented systems, inconsistent definitions, legacy infrastructure and manual workarounds introduce critical risks. The decisions you make, the strategies you implement and the growth of your organizations are all at risk if data quality is not addressed urgently. When financial data is inconsistent, reporting becomes unreliable.

Data Quality 102

Data Quality Data-driven Key Performance Indicator Metadata 102

CIO Business Intelligence

NOVEMBER 21, 2024

Indeed, as IDC reported in a earlier this year, the U.S. China follows the EU, with additional focus on national security In March 2024 the Peoples Republic of China (PRC) published a draft Artificial Intelligence Law, and a translated version became available in early May. AI and GenAI Regulatory Landscape, IDC, July 2024).

Consulting 120

Consulting Risk Risk Management Marketing 120

FineReport

FEBRUARY 17, 2021

What is Project Management Report? A project management report is a high-level overview of the current status of a project. Why is project management report critical? In short, project reporting provides project stakeholders with a window into what’s happening and what to do about it for the entire team.

Reporting 98

Reporting Management Dashboards Risk 98

Smart Data Collective

JUNE 19, 2019

A report by China’s International Data Corporation showed that global data would rise to 175 Zettabyte by 2025. The Relationship between Big Data and Risk Management. While the sophisticated Internet of Things can positively impact your business, it also carries a significant risk of data misuse. Vendor Risk Management (VRM).

Risk Management 92

Risk Management Risk Management Big Data 92

Jet Global

MARCH 30, 2021

There are also ongoing changes within the international tax environment, including Pillar 1 and Pillar 2 of the OECD’s delayed Base Erosion and Profit Shifting (BEPS) 2.0 – initiative, and reporting associated with the potential impact of new tax laws based on changes in government leadership across the world.

Risk Management 98

Risk Management Risk Strategy Enterprise 98

CIO Business Intelligence

OCTOBER 10, 2024

This includes minimizing the risks associated with AI bias, guaranteeing transparency in AI decision-making and addressing energy consumption in blockchain networks. Blockchain’s decentralized and immutable nature makes it an ideal solution for improving compliance and building trust in ESG reporting.

Metrics 124

Metrics Optimization Strategy Technology 124

CIO Business Intelligence

JULY 18, 2023

The survey, published today by MIT Technology Review Insights and sponsored by enterprise data management company Databricks, polled 600 “senior data and technology executives.” AI tools aren’t without risks, as most responses to the survey acknowledged.

Reporting 98

Reporting Manufacturing Risk Business Intelligence 98

FineReport

AUGUST 4, 2020

When selecting the reporting software , whether the reporting system will enable report developers to develop reports quickly would be the priority of the enterprise’s consideration. However, it’s common to ignore choosing the reports portal. And it is hard to customize the reporting systems.

Reporting 92

Reporting Sales Software Statistics 92

John Wheeler

AUGUST 19, 2019

Gartner’s “Hype Cycle for Risk Management, 2019” report was published almost a month ago and reader response has been overwhelmingly positive. In this year’s report, we highlight the need for a “PRACtical” view of risk management technologies to fuel digital business growth.

Risk Management 73

Risk Management Risk Technology Management 73

Jet Global

JANUARY 14, 2021

Financial reporting is fascinating, complicated, ever-evolving, and essential to the success of your organization. CFOs and the teams they lead must be adept at turning data into insightful financial reports , yet doing so becomes a bigger challenge and a greater obligation all the time. Financial Management. Accounting Today.

Reporting 90

Reporting Finance Cost-Benefit Consulting 90

CIO Business Intelligence

SEPTEMBER 19, 2024

The United Nations’ High-Level Advisory Body on Artificial Intelligence, created last year to address AI governance issues, has made seven recommendations to address the risks with this technology in its first report, just published.

Risk 138

Risk Publishing Reporting Marketing 138

Depict Data Studio

SEPTEMBER 22, 2020

I recently had the opportunity to be a guest on James Pann’s YouTube show to talk about reports. Here’s a recap of our conversation: My Introduction to Dusty Shelf Reports. Early on in my career, I was throwing all my effort into a report, staying late, working on the weekends, doing whatever it took to do my best work.

Reporting 105

Reporting Visualization Dashboards IT 105

Cloudera

OCTOBER 20, 2021

As part of these efforts, disclosure requirements will mandate that firms provide “the impact of a company’s activities on the environment and society, as well as the business and financial risks faced by a company due to its sustainability exposures.” What are the key climate risk measurements and impacts? They need to understand;

Risk 80

Risk Modeling Risk Management Measurement 80

Smart Data Collective

APRIL 10, 2023

If you have an Android device, you will need to be diligent about protecting against data privacy risks. Some of the risks and potential safeguards to consider are highlighted below. Data Privacy Risks Become More Paramount Businesses collect, use, and sell consumer data for their benefit. VPNs also allow users to access.

Reporting 116

Reporting Risk Data Collection Sales 116

CIO Business Intelligence

SEPTEMBER 17, 2024

With the threat that quantum computers will break current encryption methods “looming on the horizon,” the adoption of post-quantum cryptography is now a critical priority, particularly for those industries that handle sensitive data, a report released Tuesday revealed. That compares to 16% of “average IT departments.”

Reporting 139

Reporting Digital Transformation Risk Business Intelligence 139

Smarten

OCTOBER 10, 2023

Choose Augmented Analytics With Customizable Reporting for Your Users! Gartner defines Data and Analytics (D&A) as, ‘…the ways organizations manage data to support all its uses, and analyze data to improve decisions, business processes and outcomes, such as discovering new business risks, challenges and opportunities.’

Reporting 68

Reporting Analytics Forecasting Data Integration 68

Alation

JULY 15, 2021

According to the latest report from Eckerson Group, Deep Dive on Data Catalogs , shoppers must match the goals of their organizations to the capabilities of their chosen catalog. Leaders need assurance that their people are using data compliantly — and not running the risk of incurring a multimillion dollar fine by way of the GDPR.

Reporting 98

Reporting Data Governance Recreation/Entertainment Metadata 98

John Wheeler

APRIL 16, 2021

This week, we kicked-off a major research effort to explore current innovations in the rapidly expanding integrated risk management (IRM) market. The culmination of the review effort will be our inaugural “Emerging Technologies: Tech Innovators in IRM, 2021” report slated to publish in late June.

Risk Management 59

Risk Management Risk Management Internet of Things 59

IBM Big Data Hub

SEPTEMBER 27, 2023

All this reduces the risk of a data leak or unauthorized access. Content summarization An open source LLM tool that summarizes long articles, news stories, research reports and more can make it easy to extract key data. Education on these risks is one answer to these issues of data and AI. It trained on a dataset containing 1.5

Risk 91

Risk Modeling Cost-Benefit Enterprise 91

AWS Big Data

DECEMBER 4, 2024

They’re taking data they’ve historically used for analytics or business reporting and putting it to work in machine learning (ML) models and AI-powered applications. For example, when a retail data analyst creates customer segmentation reports, those same datasets are now being used by AI teams to train recommendation engines.

Data Analytics 104

Data Analytics Analytics Data Lake Data Quality 104

John Wheeler

MARCH 5, 2021

Now that we are recovering from the COVID-19 pandemic crisis, our clients are now looking forward to deploy new ways of managing risk. They can no longer look to the past as an exclusive indicator of what risks may lie ahead. Simply put, business leaders need a better way to manage risks.

Risk Management 105

Risk Management Risk Technology Management 105

datapine

APRIL 15, 2020

It’s necessary to say that these processes are recurrent and require continuous evolution of reports, online data visualization , dashboards, and new functionalities to adapt current processes and develop new ones. Understand the expected information delivery avenues: reports, dashboards, ad hoc reporting , etc.

Business Intelligence 276

Business Intelligence Analytics Testing Dashboards 276

DataRobot Blog

MAY 10, 2022

Addressing the Key Mandates of a Modern Model Risk Management Framework (MRM) When Leveraging Machine Learning . The regulatory guidance presented in these documents laid the foundation for evaluating and managing model risk for financial institutions across the United States.

Risk 64

Risk Modeling Machine Learning Data Quality 64

O'Reilly on Data

APRIL 5, 2023

Jeff Desjardins, founder and editor-in-chief at Visual Capitalist , has published a fascinating infographic depicting 188 cognitive biases–and those are just the ones we know about. In 2018, Reuters reported that Amazon had scrapped an AI recruiting tool that had developed a bias against female applicants.

Cost-Benefit 309

Cost-Benefit Data-driven Measurement Visualization 309

Jet Global

FEBRUARY 26, 2021

Having a single source of truth is important when running and analyzing reports, otherwise it’s difficult to know exactly what the numbers should be. Being burdened with multiple sources of truth often stems from data dumping, when you need to move data from your ERP into a workable platform, such as Excel, to create reports.

Reporting 83

Reporting Key Performance Indicator Finance Publishing 83

CIO Business Intelligence

JANUARY 13, 2023

All Posts The US National Aeronautics and Space Administration (NASA) has overspent about $15 million on Oracle software over the past five years because it lacked a centralized software asset management practice, according to an audit report published by the space agency’s office of the inspector general (OIG).

IT 122

IT Software Reporting Risk 122

Jet Global

APRIL 7, 2020

In the world of finance and accounting, CFOs are discovering the merits of finance-owned reporting tools. These real-time reporting tools are ideally suited for remote work. Here are some tips for making optimal use of real-time reporting tools in a remote work environment. Nowhere is this more critical than with reporting.

Reporting 64

Reporting Slice and Dice Finance Cost-Benefit 64

Smart Data Collective

JANUARY 4, 2023

The Medical Billing Advocates of America have reported finding errors on 75% of accounts they review. First, this innovative technology reduces the risk of errors. First, this innovative technology reduces the risk of errors. Big data and smart technology are helping hospitalists improve billing accuracy in many ways.

Technology 128

Technology Big Data Metrics Data-driven 128

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. Mandatory audits for high-risk AI in areas such as lending, human resources or law enforcement will be required from August 2026.

Risk 119

Risk Uncertainty Testing Digital Transformation 119

Smart Data Collective

FEBRUARY 14, 2023

Before you can create a strategy, you must determine your risk tolerance. Finding the right balance between risk and reward is all about your establishing personal investment goals. Once you have outlined your risk tolerance, you will have an easier time using predictive analytics tools to improve your asset allocation strategy.

Predictive Analytics 132

Predictive Analytics Management Analytics Uncertainty 132

Jet Global

OCTOBER 31, 2019

It’s not easy to admit that your reporting process needs work. When the finance team invests hours of careful effort into creating reports, they’re more inclined to see the positives rather than the negatives, even if the end products are notably underwhelming. Improving reporting often means implementing new technology.

Reporting 56

Reporting Publishing Risk Finance 56

Alation

JANUARY 9, 2023

Alation joined with Ortecha , a data management consultancy, to publish a white paper providing insights and guidance to stakeholders and decision-makers charged with implementing or modernising data risk management functions. The Increasing Focus On Data Risk Management. Download the complete white paper now.

Risk Management 52

Risk Management Risk Management Metadata 52

CIO Business Intelligence

MARCH 19, 2025

Limited representation of sustainability in CDO priorities A review of industry reports, surveys and conference agendas suggests that sustainability remains a niche topic within the data leadership community. Without robust data infrastructure, sustainability reporting can become fragmented, leading to inefficiencies and compliance risks.

IT 59

IT Data Governance Data-driven Metrics 59