DataRobot Blog

APRIL 29, 2022

This provides a great amount of benefit, but it also exposes institutions to greater risk and consequent exposure to operational losses. The stakes in managing model risk are at an all-time high, but luckily automated machine learning provides an effective way to reduce these risks.

Risk 111

Risk Modeling IT Risk Management 111

Smart Data Collective

JUNE 19, 2022

Since AI has proven to be so valuable, an estimated 37% of companies report using it. AI is particularly helpful with managing risks. How AI Can Help Suppliers Manage Risks Better. Failure or Delay Risk. This risk is best defined as a complete supply or service failure, which can be permanent or temporary.

Risk 133

Risk Cost-Benefit Risk Management Manufacturing 133

bridgei2i

NOVEMBER 20, 2020

Episode 2: AI enabled Risk Management for FS powered by BRIDGEi2i Watchtower. AI enabled Risk Management for FS powered by BRIDGEi2i Watchtower. Today the Chief Risk Officers(CROs) struggle with the critical task of monitoring and assessing key risks in real time and firefight to mitigate any critical issues that arise.

Risk Management 92

Risk Management Risk Management Metrics 92

CIO Business Intelligence

MARCH 18, 2024

But while there’s plenty of excitement and change underway, security risks and vulnerabilities have continued to follow right alongside that innovation. Reporting of major ICT-related incidents : Regulation defines how organizations will need to classify and report ICT-related security incidents moving forward.

Risk Management 121

Risk Management Insurance Risk Testing 121

CIO Business Intelligence

AUGUST 5, 2022

A vast majority of enterprises globally are overspending in the cloud, according to a new HashiCorp-Forrester report. The report showed that a majority of enterprises surveyed were already using multicloud infrastructures. Further, the report said that 90% of respondents claimed a multicloud strategy is working for their enterprises.

Reporting 125

Reporting Enterprise Cost-Benefit Digital Transformation 125

CIO Business Intelligence

JULY 31, 2023

Just look at the stats:Some 45% of 2,500 executives polled for a May 2023 report from research firm Gartner said the publicity around ChatGPT prompted them to increase their AI investments, 70% said their organization is already exploring gen AI, and 19% are in actual pilot or production mode.

Strategy 98

Strategy Risk Enterprise Risk Management 98

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

CIO Business Intelligence

DECEMBER 19, 2023

The analyst reports tell CIOs that generative AI should occupy the top slot on their digital transformation priorities in the coming year. Moreover, the CEOs and boards that CIOs report to don’t want to be left behind by generative AI, and many employees want to experiment with the latest generative AI capabilities in their workflows.

Digital Transformation 143

Digital Transformation Unstructured Data Machine Learning Risk Management 143

CIO Business Intelligence

MAY 2, 2024

Security and risk management pros have a lot keeping them up at night. Then, you can develop a strategy that integrates advanced technologies to help you prevent (not just detect) them. This strategy forms the basis for companies to navigate the “cyber pandemic” we face and onto a more secure, trusted future.

Strategy 111

Strategy Risk Management Risk Measurement 111

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.

IT 137

IT Risk Cost-Benefit Risk Management 137

CIO Business Intelligence

SEPTEMBER 14, 2023

Nasdaq is currently using gen AI for a range of applications, including supporting digital investigators’ efforts to identify financial crime risk and empowering corporate boards to consume presentations and disclosures more efficiently. The company, which reported net revenues of $3.6

Risk Management 116

Risk Management Risk Marketing Cost-Benefit 116

CIO Business Intelligence

MARCH 12, 2024

And 2024 looks to be that kind of year, with John-David Lovelock, distinguished VP analyst, reporting that “IT spending will be driven by more traditional forces, such as profitability, labor, and dragged down by a continued wave of change fatigue.” Here are three strategies for getting it done. The average cost of a data breach is $4.64

ROI 122

ROI IT Manufacturing Metrics 122

Smart Data Collective

APRIL 19, 2021

But in most instances, the real risk comes from within. For this reason, it’s highly important to implement the correct strategies to minimize any potential breaches. By encouraging staff to make a report if they suspect a leak or have information relating to the potential misuse of data, can also reduce the risk of leaks occurring.

Risk 120

Risk Management Measurement Optimization 120

AWS Big Data

FEBRUARY 1, 2024

The following are some of the key business use cases that highlight this need: Trade reporting – Since the global financial crisis of 2007–2008, regulators have increased their demands and scrutiny on regulatory reporting. You can run a direct query from QuickSight for BI reporting and dashboards.

Data Warehouse 119

Data Warehouse Dashboards Risk Management Risk 119

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. Description.

Reporting 90

Reporting Finance Cost-Benefit Consulting 90

IBM Big Data Hub

MARCH 25, 2024

For other financial services firms outside of the insurance sector, property accepted as loan security might face climate-related risks as well. Longer-term local climate change risks might still devalue property that hasn’t suffered damage. As a result, their market would shrink.

Insurance 98

Insurance Forecasting Risk Risk Management 98

IBM Big Data Hub

APRIL 19, 2024

Asset management and technological innovation Advancements in technology underpin the need for holistic grid asset management, making the assets in the grid smarter and equipping the workforce with smart tools. Cybersecurity reduces risk exposure for cyberattacks on digitally connected assets.

Management 95

Management Internet of Things Risk IoT 95

CIO Business Intelligence

JANUARY 11, 2024

Seventy-one percent of business leaders expect AI and ML to have a worldwide impact, according to the Workday C-Suite Global AI Indicator Report. Business leaders are excited about what AI and ML could do for their organizations—especially operational efficiency, better decision-making, and competitive advantage,” says the report.

Enterprise 128

Enterprise Uncertainty Risk Management Reporting 128

CIO Business Intelligence

JULY 26, 2023

While implementing effective strategies that harness automation and security technology remain critical, the most successful organizations tackle complex security challenges by involving different organizational disciplines in the risk-management problem statement. involved in the risk management process.

Enterprise 98

Enterprise Risk Management Risk Manufacturing 98

CIO Business Intelligence

JUNE 23, 2023

It helps reduce risk, increase efficiency, optimize resources, and improve both the customer and employee experience. When asked what keeps them up at night, IT leaders noted the need to improve overall IT performance (60%), followed by data security (50%), process risk and compliance (46%), and the need to improve agility (41%).

IT 98

IT Risk Management Risk Optimization 98

Smart Data Collective

JULY 16, 2023

According to a report by Dataversity , a growing number of hedge funds are utilizing data analytics to optimize their rick profiles and increase their ROI. The Imperative of Risk Mitigation A crucial element in the world of financial investments is effective hedge fund management. The market for financial analytics was worth $8.2

ROI 71

ROI Data Analytics Analytics Risk Management 71

Smart Data Collective

MAY 4, 2023

Unfortunately, there are often many weak links in the data security infrastructure, which can increase the risks of data breaches. It seemed like data breaches were starting to decline, but Aimee O’Driscoll of Comparitech reports that trend has not persisted. These steps can help reduce the risks of data breaches.

Risk Management 77

Risk Management Key Performance Indicator Measurement Risk 77

DataRobot Blog

JUNE 27, 2022

If the assumptions are being breached due to fundamental changes in the process being modeled, the deployed system is not likely to serve its intended purpose, thereby creating further model risk that the institution must manage. Model Benchmarking.

Risk 59

Risk Modeling Metrics Measurement 59

John Wheeler

DECEMBER 31, 2020

The following top 20 list (see figure below) represents the technologies and trends our clients deem most critical to their strategies for future success. As we look to 2021 and the anticipated global economic recovery , we see continued interest in topics related to emerging business risks, digital transformation and cybersecurity.

Technology 86

Technology Risk Management Digital Transformation Risk 86

John Wheeler

AUGUST 17, 2021

The world of risk is growing more complex and dynamic as organizations navigate challenges associated with COVID-19, privacy, ethics and compliance, ESG, cybersecurity and digital business. These challenges continue to drive Gartner client demand and inquiry for integrated risk management (IRM) products and services.

Risk Management 52

Risk Management Risk Forecasting Publishing 52

erwin

MARCH 12, 2020

It also highlights select enterprise architecture management suite (EAMS) vendors based on size and functionality, including erwin. The report notes six primary EA competencies in which we excel in the large vendor category: modeling, strategy translation, risk management, financial management, insights and change management.

Enterprise 85

Enterprise Reporting Management ROI 85

IBM Big Data Hub

SEPTEMBER 6, 2023

A continuous vulnerability management process helps stop cyberattacks—and soften the blow of those that succeed—by finding and fixing flaws before threat actors can weaponize them. The vulnerability management lifecycle Corporate networks are not static.

Management 111

Management Metrics Risk Reporting 111

CIO Business Intelligence

SEPTEMBER 7, 2023

Still, a 2023 McKinsey report corroborated this need for boards to be briefed on AI, finding that while 33% of businesses were already using AI and 40% were planning to aggressively invest in it, only 25% had AI on their board agendas. They said they did not know what questions to ask,” the survey concluded.

Risk 120

Risk Risk Management Management Technology 120

IBM Big Data Hub

FEBRUARY 8, 2024

However, it wasn’t until the 1990s that ESG considerations started to appear in mainstream investment strategies. 1 Slowly but surely, institutional investors started to recognize that companies could potentially improve financial performance and risk management by focusing on ESG issues like greenhouse gas emissions.

Measurement 88

Measurement Metrics Reporting Strategy 88

CIO Business Intelligence

AUGUST 25, 2022

As organizations shape the contours of a secure edge-to-cloud strategy, it’s important to align with partners that prioritize both cybersecurity and risk management, with clear boundaries of shared responsibility. Outsourcing IT operations has become a smart business strategy. Include the enterprise risk management team.

Risk Management 116

Risk Management Internet of Things Risk IoT 116

IBM Big Data Hub

DECEMBER 14, 2023

A cybersecurity strategy is not solely about managing risk across a business’ IT infrastructure. According to the 2023 Cost of a Data Breach report conducted by Ponemon Institute and sponsored by IBM , breaches with identification and containment times under 200 days cost organizations USD 3.93

Risk 95

Risk Enterprise Digital Transformation Risk Management 95

Cloudera

MARCH 25, 2021

Reporting on the Virginia CDPA, a recent American Banker article highlights that the introduction of the state privacy laws may force banks to break down the silos. Risk management can be optimized by the improved use of data and analytics to run models, account for more variables and scrutinize probable outcomes.

Data Strategy 65

Data Strategy Strategy Enterprise Insurance 65

CIO Business Intelligence

NOVEMBER 23, 2022

Enterprise architecture definition Enterprise architecture (EA) is the practice of analyzing, designing, planning, and implementing enterprise analysis to successfully execute on business strategies. Another main priority with EA is agility and ensuring that your EA strategy has a strong focus on agility and agile adoption.

Enterprise 128

Enterprise Cost-Benefit Digital Transformation Strategy 128

IBM Big Data Hub

OCTOBER 26, 2023

A corporate sustainability report is a comprehensive document that outlines a company’s efforts, policies, practices and performance related to social, environmental and economic sustainability. Companies usually share their sustainability goals and achievements in these reports on an annual basis.

Reporting 80

Reporting Software Cost-Benefit Strategy 80

CIO Business Intelligence

MARCH 8, 2023

As organizations shape the contours of a secure edge-to-cloud strategy, it’s important to align with partners that prioritize both cybersecurity and risk management, with clear boundaries of shared responsibility. Outsourcing IT operations has become a smart business strategy. Include the enterprise risk management team.

Modeling 95

Modeling Risk Management Internet of Things Risk 95

IBM Big Data Hub

APRIL 4, 2024

Lots of innovation is happening, with new technologies emerging in areas such as data and AI, payments, cybersecurity and risk management, to name a few. A third-party risk management review, where the ISV needs to describe how it is complying to required controls. Most of these new technologies are born-in-cloud.

Cost-Benefit 62

Cost-Benefit Risk Management Risk Digital Transformation 62

bridgei2i

APRIL 23, 2020

The banking sector globally is definitely going to see impact, some more grave than the others and most of them are announcing short to mid term measure both from a customer and business risk mitigation standpoint. Europe is in worse shape than America, with banks in UK, Italy and Germany in the risk of being in red.

Risk 52

Risk Management Scorecard Forecasting 52