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. Model risk management. AI projects in financial services and health care.

Machine Learning 42

Machine Learning Management Enterprise Risk Management 42

CIO Business Intelligence

DECEMBER 20, 2024

As concerns about AI security, risk, and compliance continue to escalate, practical solutions remain elusive. as AI adoption and risk increases, its time to understand why sweating the small and not-so-small stuff matters and where we go from here. These will start with existing controls and be augmented with new AI-specific ones.

Risk 105

Risk Measurement Interactive Modeling 105

CIO Business Intelligence

FEBRUARY 20, 2025

Solid reporting provides transparent, consistent and combined HR metrics essential for strategic planning, risk management and the management of HR measures. Companies should then monitor the measures and adjust them as necessary. To do this, the key figures should be linked and combined in a meaningful way.

Big Data 84

Big Data Measurement Visualization Reporting 84

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

Domino Data Lab

AUGUST 6, 2021

Model Risk Management is about reducing bad consequences of decisions caused by trusting incorrect or misused model outputs. Systematically enabling model development and production deployment at scale entails use of an Enterprise MLOps platform, which addresses the full lifecycle including Model Risk Management.

Risk Management 64

Risk Management Risk Enterprise Modeling 64

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. Provide a full view of business operations by delivering forward-looking measures of related risk to help customers successfully navigate the COVID-19 recovery.

Marketing 110

Marketing Risk Management Risk Digital Transformation 110

CIO Business Intelligence

JANUARY 21, 2025

As a secondary measure, we are now evaluating a few deepfake detection tools that can be integrated into our business productivity apps, in particular for Zoom or Teams, to continuously detect deepfakes.

Behavioral Analytics 122

Behavioral Analytics Data-driven Risk Insurance 122

Smart Data Collective

MAY 4, 2023

As data breaches continue to be a serious concern, organizations need to take stringent measures to protect against them. One issue that they need to take into consideration is the importance of third-party data security risks caused by improper vendor security. Vendor security plays a pivotal role in third-party risk management.

Risk Management 114

Risk Management Key Performance Indicator Measurement Risk 114

CIO Business Intelligence

APRIL 23, 2024

When it comes to structural risks you can ignore them as well, but you can’t make them go away by doing so and will be blamed if they’re “realized” (the risk-management term for “becoming real”). Rationalizing the applications portfolio reduces the odds of these risks being realized. IT Leadership, Risk Management

Risk 116

Risk IT Insurance Risk Management 116

CIO Business Intelligence

MAY 24, 2024

A variety of roles in the enterprise require or benefit from a GRC certification, such as chief information officer, IT security analyst, security engineer architect, information assurance program manager, and senior IT auditor , among others.

Risk 119

Risk Risk Management Management Enterprise 119

O'Reilly on Data

DECEMBER 12, 2019

In addition to newer innovations, the practice borrows from model risk management, traditional model diagnostics, and software testing. While our analysis of each method may appear technical, we believe that understanding the tools available, and how to use them, is critical for all risk management teams.

Machine Learning 226

Machine Learning Modeling Testing Risk Management 226

CIO Business Intelligence

FEBRUARY 21, 2025

When this review finally occurred and identified key issues, its findings were ignored, highlighting a systemic failure in the councils risk management approach, the report added. There are multiple reports including one from a manager at BCC highlighting the discrepancies at the Council, way back in June 2023.

Reporting 71

Reporting Risk Testing Risk Management 71

O'Reilly on Data

NOVEMBER 13, 2018

Fortunately, a recent survey paper from Stanford— A Critical Review of Fair Machine Learning —simplifies these criteria and groups them into the following types of measures: Anti-classification means the omission of protected attributes and their proxies from the model or classifier.

Machine Learning 237

Machine Learning Risk Management Statistics 237

CIO Business Intelligence

JULY 22, 2024

Enhanced risk management practices The incident has highlighted the need for improved risk management practices. By implementing robust risk management practices, enhancing security measures, and diversifying cloud solutions, organizations can better protect themselves against future disruptions.

Strategy 143

Strategy Testing Risk Management Risk 143

CIO Business Intelligence

AUGUST 6, 2024

This article explores the lessons businesses can learn from the CrowdStrike outage and underscores the importance of proactive measures like performing a business impact assessment (BIA) to safeguard operations against similar disruptions. This knowledge can inform your own risk management and business continuity strategies.

Risk Management 111

Risk Management Risk Testing Finance 111

CIO Business Intelligence

JUNE 23, 2023

The importance of efficiency, optimization, and risk reduction When asked how they measure success within their organizations, respondents noted increased efficiency (71%), optimized resources (67%), and reduced risk (63%). Risk Management: Risk management is a critical focus for technology professionals.

IT 98

IT Risk Management Risk Optimization 98

CIO Business Intelligence

JUNE 27, 2024

Trade associations like the DPA may play a role in supporting the enforcement of such legislation and advocating for other similar measures. Effective risk management will be crucial for addressing legal and reputational risks, and innovation strategies may require adjustments to comply with regulatory standards.

Risk 128

Risk Measurement Risk Management Strategy 128

Smart Data Collective

JULY 16, 2023

We will talk about some of the biggest ways that big data is changing the future of risk management among hedge funds. Data Analytics Helps Create More Robust Risk Management Controls We mentioned years ago that big data is changing risk management.

ROI 97

ROI Data Analytics Analytics Risk Management 97

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 Risk 105

CIO Business Intelligence

JUNE 21, 2022

“Your governance structure should be dynamic and [designed to] identify triggers that may evoke a revision, and its effectiveness should be constantly measured so that it remains relevant.”. Poor risk planning. CIOs frequently launch strategic initiatives without fully considering all the risks involved.

IT 116

IT Risk Measurement Risk Management 116

CIO Business Intelligence

MARCH 4, 2025

It outlines strategies to ensure operations continue, minimize disruption, and drive preventative measures and contingency plans. This diligence results in a decision matrix that balances investment, value, and risk. Download the AI Risk Management Enterprise Spotlight.)

Testing 64

Testing Risk Consulting Risk Management 64

CIO Business Intelligence

JULY 1, 2024

Lastly, CLTR said, capacity to monitor, investigate, and respond to incidents needs to be enhanced through measures such as the establishment of a pilot AI incident database. Real-time monitoring tools are essential, according to Luke Dash, CEO of risk management platform ISMS.online.

Reporting 129

Reporting Risk Management Experimentation Risk 129

CIO Business Intelligence

DECEMBER 28, 2023

As a result, managing risks and ensuring compliance to rules and regulations along with the governing mechanisms that guide and guard the organization on its mission have morphed from siloed duties to a collective discipline called GRC. These executive lead risk or compliance departments with dedicated teams. What is GRC?

Risk 115

Risk Risk Management Strategy Enterprise 115

Smart Data Collective

SEPTEMBER 28, 2021

The following elucidates the same: l Improved Protective Measures. There are IoT solutions that can assist them in collecting data and performing analytics for inventory management. l Improved Risk Management. AI and IoT, when combined, are incredibly powerful technological forces.

IoT 145

IoT Internet of Things Cost-Benefit Consulting 145

CIO Business Intelligence

JUNE 18, 2024

While compliance frameworks provide guidelines for protecting sensitive data and mitigating risks, security measures must adapt to evolving threats. Security, on the other hand, encompasses the broader spectrum of protective measures implemented to defend against malicious activities, data breaches, and cyberattacks.

Risk 105

Risk Measurement Risk Management Management 105

CIO Business Intelligence

AUGUST 30, 2023

One executive said that it’s essential to toughen up basic security measures like “a combination of access control, CASB/proxy/application firewalls/SASE, data protection, and data loss protection.” This includes documentation of the risks and potential impacts of AI technology.

Enterprise 132

Enterprise Risk Measurement Software 132

Smart Data Collective

JULY 4, 2021

Risk Management. Machine learning also reinforces cybersecurity and necessitates companies from various industries to tighten their security measures. Partnered with natural language processing (NLP), AI software can pull relevant information from sets of unstructured data.

Machine Learning 143

Machine Learning Management B2B Unstructured Data 143

CIO Business Intelligence

JUNE 25, 2024

Yes, an increase in share price should be a useful measure of management performance, because it ought to reflect the expectations of outside industry experts regarding the company’s future profitability. Which in turn should be their assessment of management’s plans for improving competitive advantage.

Risk 118

Risk Risk Management Statistics Management 118

erwin

MARCH 25, 2021

Usually we talk about benefits which are rather qualitative measures, but what we need for decision-making processes are values,” Pörschmann says. “We Risk Management and Regulatory Compliance. Risk management, specifically around regulatory compliance, is an important use case to demonstrate the true value of data governance.

Data Governance 109

Data Governance IT Cost-Benefit Risk 109

DataRobot

OCTOBER 5, 2021

Throughout history, introducing innovations in fields like aviation and nuclear power to society required robust risk management frameworks. AI is no different, and by its nature, it demands a comprehensive approach to governance utilizing risk management.

Risk Management 95

Risk Management Testing Risk Data Science 95

Smart Data Collective

AUGUST 6, 2020

Maritime cyber risk refers to a measure of the extent to which a technology asset could be threatened by a potential circumstance or event, which may result in shipping-related operational, safety or security failures as a consequence of information or systems being corrupted, lost or compromised.”. Develop a Robust Strategy.

Risk 121

Risk Measurement Strategy Risk Management 121

Smart Data Collective

JUNE 24, 2021

Even when the importance of cybersecurity has been reiterated in the past, most small businesses do not have cybersecurity measures in place due to the erroneous belief that cybercriminals aren’t going to pay them any mind. Protective Measures with Data Analytics. Here are some basic measures that can help: Secure Your Networks.

Data Analytics 122

Data Analytics Analytics Internet of Things Measurement 122

Smart Data Collective

OCTOBER 26, 2023

As a result, businesses across many industries have been spending increasingly large sums on security technology and services, driving demand for trained specialists fluent in the latest preventative measures. After evaluating potential risks, cybersecurity professionals implement various preventative actions.

Technology 123

Technology Risk Measurement Data-driven 123

Smart Data Collective

SEPTEMBER 7, 2021

One specific measure you can take today is to ensure that every document you send out is completely covered when you put it inside an envelope and that your envelopes are opaque when held up to the light. This measure will reduce the likelihood you accidentally send out sensitive information or that an intermediary compromises your mail.

Strategy 140

Strategy Risk Measurement IT 140

AWS Big Data

FEBRUARY 1, 2024

Amazon Redshift features like streaming ingestion, Amazon Aurora zero-ETL integration , and data sharing with AWS Data Exchange enable near-real-time processing for trade reporting, risk management, and trade optimization. Apart from generating regulatory reports, these teams require visibility into the health of the reporting systems.

Data Warehouse 134

Data Warehouse Dashboards Risk Management Risk 134

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. However, because most institutions lack a modern data architecture , they struggle to manage, integrate and analyze financial data at pace.

Data Architecture 85

Data Architecture Risk Management Risk Management 85

CIO Business Intelligence

AUGUST 7, 2023

According to Rocket Software’s survey, nearly half of respondents (42%) noted that they think about IT risk daily (31%) and even multiple times a day (11%). Sixty-three percent of IT leaders even measure success within their IT organization by their ability to reduce risk.

Risk 98

Risk IT Management Risk Management 98