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

Smart Data Collective

AUGUST 19, 2023

Risk is an ever-present companion in the world of finance. Understanding and managing risk is critical whether you are an individual investor , a financial institution, or a multinational organization. Credit risk is one of the most critical hazards that banks and financial organizations face.

Risk 98

Risk Data Analytics Analytics Finance 98

Cloudera

JULY 15, 2021

We recently hosted a roundtable focused on o ptimizing risk and exposure management with data insights. For financial institutions and insurers, risk and exposure management has always been a fundamental tenet of the business. Now, risk management has become exponentially complicated in multiple dimensions. .

Risk 100

Risk Optimization Management Insurance 100

DataRobot

OCTOBER 22, 2021

In part one of our “Five Ways AI Can Help States Solve Their Hardest Problems” blog series, we reviewed the ramifications of crisis response management—or lack thereof—and how AI can help. Their increased usage has also led to new challenges related to compliance, misuse, and fraud risk. WHITE PAPER. Download Now.

Risk 98

Risk Risk Management Data-driven Management 98

bridgei2i

SEPTEMBER 24, 2020

However, risk management is no way lagging. ERM or Enterprise Risk Management is being used to identify crises long before it blows up into a huge problem. AI is being used to assess, prioritize, and mitigate risks in the enterprise so that the business operations do not take a hit. Risk Management Model.

Risk Management 52

Risk Management Risk Enterprise Management 52

John Wheeler

SEPTEMBER 15, 2020

As the recovery efforts fully take hold in 2021, a deep understanding of the integrated nature of risks associated with business operations will take center stage. Those businesses that employ a “PRACtical” approach utilizing integrated risk management (IRM) will be in the best position to recover quicker and more successfully.

Risk Management 52

Risk Management Risk Management Business Objectives 52

Cloudera

JUNE 29, 2023

To ensure the stability of the US financial system, the implementation of advanced liquidity risk models and stress testing using (MI/AI) could potentially serve as a protective measure. To improve the way they model and manage risk, institutions must modernize their data management and data governance practices.

Data Architecture 85

Data Architecture Risk Management Risk Management 85

DataRobot Blog

NOVEMBER 17, 2022

What’s your AI risk mitigation plan? Just as you wouldn’t set off on a journey without checking the roads, knowing your route, and preparing for possible delays or mishaps, you need a model risk management plan in place for your machine learning projects. Enterprise Ready AI: Managing Governance and Risk.

Risk Management 52

Risk Management Risk Modeling Management 52

Sisense

JANUARY 7, 2022

As businesses adapt to the pandemic and shift to new norms, risk mitigation strategies have become as normal and ubiquitous as having a fire escape in the office. Smarter, AI-driven learning and development initiatives will help mitigate risk in our rapidly evolving world. Minimising risk by ‘infusing’ AI. ” Anna adds.

Risk Management 52

Risk Management Risk Management Dashboards 52

IBM Big Data Hub

OCTOBER 23, 2023

1] Managing complex business operations across a hybrid multicloud environment presents leaders with unique challenges, not least of which are cyberthreats that can bring essential business functions to a halt—potentially for days, weeks or months. The global average cost of a single data breach is USD 4.45

Risk 84

Risk Strategy Risk Management Digital Transformation 84

Cloudera

FEBRUARY 4, 2021

Financial services institutions need the ability to analyze and act on massive volumes of data from diverse sources in order to monitor, model, and manage risk across the enterprise. They need a comprehensive data and analytics platform to model risk exposures on-demand. Cloudera is that platform. End-to-end Data Lifecycle.

Risk 88

Risk Marketing Technology Management 88

John Wheeler

NOVEMBER 25, 2020

Integrated risk management (IRM) technology is uniquely suited to address the myriad of risks arising from the current crisis and future COVID-19 recovery. IRM technology product leaders will need to develop IRM capabilities that are capable of addressing the IRM market insights outlined in this blog post. Key Findings.

Marketing 110

Marketing Risk Management Risk Digital Transformation 110

John Wheeler

DECEMBER 18, 2018

Last week, I had the distinct privilege to join my Gartner colleagues from our Risk Management Leadership Council in presenting the Q4 2018 Emerging Risk Report. We hosted more than 500 risk leaders across the globe in our exploration of the most critical risks.

Digital Transformation 96

Digital Transformation Risk Management Internet of Things Risk 96

Cloudera

MAY 18, 2021

These interactions are captured and the resulting synthetic data sets can be analysed for a number of applications, such as training models to detect emergent fraudulent behavior, or exploring “what-if” scenarios for risk management. Value-at-Risk (VaR) is a widely used metric in risk management. Intraday VaR.

Risk 99

Risk Marketing Risk Management Data-driven 99

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

John Wheeler

JUNE 4, 2020

Risk management is trending through the roof here at Gartner as we strive to help our clients emerge from the COVID-19 crisis. What’s also trending is the readership of my RiskTech blog posts. What’s So Cool About Risk Management? What’s So Cool About Risk Management?

Risk Management 63

Risk Management Risk Marketing Technology 63

Cloudera

MARCH 28, 2019

The trouble is, mortgage lenders persist in relying on historical macro-economic assumptions in their models so they risk repeating the errors of a decade ago when banks – and their regulators – failed to recognize the warning signs from a far richer source: low-level micro-economic data. Risk management 3.0.

Risk 74

Risk Management Risk Management Machine Learning 74

Decision Management Solutions

APRIL 23, 2019

In February, we published a blog post on “Using Technology to Add Value in Insurance”. in which he states there are only three levers of value in insurance: Sell More, Manage Risk Better (aka underwriting and adjusting), and Cost Less to Operate. Let’s dive into greater detail on the second lever – Manage Risk Better.

Insurance 69

Insurance Risk Technology Management 69

IBM Big Data Hub

DECEMBER 8, 2023

.” This same sentiment can be true when it comes to a successful risk mitigation plan. The only way for effective risk reduction is for an organization to use a step-by-step risk mitigation strategy to sort and manage risk, ensuring the organization has a business continuity plan in place for unexpected events.

Risk 67

Risk Strategy Risk Management Insurance 67

O'Reilly on Data

JANUARY 22, 2019

In this blog post, we explore three types of errors inherent in all financial models, with a simple example of a model in TensorFlow Probability (TFP). Yet, finance textbooks, programs, and professionals continue to use the normal distribution in their asset valuation and risk models because of its simplicity and analytical tractability.

Modeling 212

Modeling Finance Uncertainty Data mining 212

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. One issue that they need to take into consideration is the importance of third-party data security risks caused by improper vendor security. These steps can help reduce the risks of data breaches.

Risk Management 113

Risk Management Key Performance Indicator Measurement Risk 113

John Wheeler

MAY 2, 2019

Gartner clients are consistently searching for ways to improve their risk management programs to deliver greater value to the enterprise. That’s why Gartner has been promoting integrated risk management (IRM) solutions for the past 4 years. Competitive Landscape: Integrated Risk Management Solutions.

Technology 75

Technology Risk Management Risk Digital Transformation 75

Cloudera

AUGUST 12, 2021

In my previous blog post, I shared examples of how data provides the foundation for a modern organization to understand and exceed customers’ expectations. Risk Management. A 2019 HBR article mentioned how organizational decisions backed by data have instilled more confidence and reduced risk. Conclusion.

Data-driven 111

Data-driven Manufacturing Insurance Risk Management 111

CIO Business Intelligence

MAY 21, 2024

It will serve as the “nerve center” of an enterprise’s IT operation, the company said, adding that the offering will generate insights across an enterprise’s folio of applications to help reduce risk and compliance processes.

Enterprise 110

Enterprise Management Data Lake Risk 110

CIO Business Intelligence

MAY 28, 2024

OpenAI’s creation of a new safety committee at board level follows a string of departures and bad publicity around the company’s attitude to safety, including the dispersal of a “superalignment” team focused on long-term risks led by ex-chief-scientist Ilya Sutskever, who left the company two weeks ago. He’s not alone in that believe.

Risk 116

Risk Risk Management Consulting Modeling 116

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

erwin

MARCH 25, 2021

Risk Management and Regulatory Compliance. Risk management, specifically around regulatory compliance, is an important use case to demonstrate the true value of data governance. According to Pörschmann, risk management asks two main questions. How likely is a specific event to happen? “You

Data Governance 109

Data Governance Cost-Benefit IT Risk 109

DataRobot Blog

JULY 22, 2022

At many organizations, the current framework focuses on the validation and testing of new models, but risk managers and regulators are coming to realize that what happens after model deployment is at least as important. Reduce Risk with Systematic Model Controls. What Risk Managers Need to Know About AI Governance.

Modeling 105

Modeling Risk Management Testing Machine Learning 105

IBM Big Data Hub

OCTOBER 16, 2023

As more businesses use AI systems and the technology continues to mature and change, improper use could expose a company to significant financial, operational, regulatory and reputational risks. It encompasses risk management and regulatory compliance and guides how AI is managed within an organization.

Risk 70

Risk Modeling Management Metadata 70

Smart Data Collective

JULY 16, 2023

The Imperative of Risk Mitigation A crucial element in the world of financial investments is effective hedge fund management. Optimizing hedge fund performance requires the implementation of intelligent strategies, from managing risks to maximizing returns, improving investor relations, and adapting to shifting market conditions.

ROI 97

ROI Data Analytics Analytics Risk Management 97

Domino Data Lab

AUGUST 6, 2021

All models require testing and auditing throughout their deployment and, because models are continually learning, there is always an element of risk that they will drift from their original standards. Model governance not only reduces risk, it helps to achieve fundamental business goals like production efficiency and profitability.

Machine Learning 145

Machine Learning Modeling Testing Data Science 145

Cloudera

OCTOBER 12, 2020

Risk management and real-time fraud analysis for IT and finance teams. The post Cloudera acquires Eventador to accelerate Stream Processing in Public & Hybrid Clouds appeared first on Cloudera Blog. Personalized promotions and customer 360 use cases for sales and marketing teams.

IoT 132

IoT Risk Management Finance Sales 132

IBM Big Data Hub

MAY 31, 2024

But the rates of exploration of AI use cases and deployment of new AI-powered tools have been slower in the public sector because of potential risks. Driving innovation for tax agencies with trust in mind Tax or revenue management agencies are a part of the public sector that might likely benefit from the use of responsible AI tools.

Cost-Benefit 98

Cost-Benefit Risk Risk Management Reporting 98

datapine

FEBRUARY 22, 2022

Improved risk management: Another great benefit from implementing a strategy for BI is risk management. However, it is possible to identify some potential drawbacks and apply risk management practices in advance. Pursue a phased approach. Rome wasn’t built in a day: neither will your BI.

Business Intelligence 218

Business Intelligence Strategy Cost-Benefit Dashboards 218

IBM Big Data Hub

APRIL 18, 2023

With more detailed information about each transaction, analysts can develop deeper insights, which can help to improve risk management, fraud detection and compliance with regulatory requirements. Enhanced Risk Management: better identify and manage risks, such as fraud, credit risk and operational risk.

Risk Management 110

Risk Management Cost-Benefit Risk Data-driven 110

CIO Business Intelligence

JULY 12, 2023

Last week, I attended the annual Gartner® Security and Risk Management Summit. The event gave Chief Information Security Officers (CISOs) and other security professionals the opportunity to share concerns and insights about today’s most pressing issues in cybersecurity and risk management. See you there.

Risk Management 98

Risk Management Risk Digital Transformation Strategy 98

Cloudera

MAY 30, 2024

In this context, Cloudera and TAI Solutions have partnered to help financial services customers accelerate their data-driven transformation, improve customer centricity, ensure compliance with regulations, enhance risk management, and drive innovation. Regulation and risk are a big focus for financial institutions.

Data Analytics 81

Data Analytics Risk Management Analytics Digital Transformation 81