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

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 Modeling Enterprise 64

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 223

Machine Learning Risk Management Statistics 223

CIO Business Intelligence

DECEMBER 12, 2024

As generative AI continues to mature, it will facilitate seamless voice interactions that meet customers demands for simplicity and efficiency, Patrick Quinlan, Senior Director Analyst at Gartner said in a research report explaining that voice-based customer service, often deemed outdated, is poised to evolve significantly.

Risk 123

Risk Interactive Measurement Digital Transformation 123

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

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 134

Data Warehouse Dashboards Risk Management Risk 134

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. The study of security in ML is a growing field—and a growing problem, as we documented in a recent Future of Privacy Forum report. [8]. Currency amounts reported in Taiwan dollars.

Machine Learning 196

Machine Learning Modeling Testing Risk Management 196

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

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

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. Over 292 million people were impacted, which is 60% lower than in 2019.

Risk Management 90

Risk Management Key Performance Indicator Measurement Risk 90

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. Models built in the past may be embedded in reports, application systems, and business processes. White Paper.

Modeling 105

Modeling Risk Management Testing Risk 105

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

Cloudera

OCTOBER 20, 2021

Firms face critical questions related to these disclosures and how climate risk will affect their institutions. What are the key climate risk measurements and impacts? When it comes to measuring climate risk, generating scenarios will be a critical tactic for financial institutions and asset managers.

Risk 85

Risk Modeling Risk Management Measurement 85

CIO Business Intelligence

DECEMBER 20, 2024

A new report from the US Government Accountability Office (GAO) appears to indicate that no US federal agency reporting into the Department of Homeland Security (DHS) knows the full extent or probability of harm that AI can do the nations critical infrastructure.

Risk 52

Risk Reporting Strategy Risk Management 52

Smart Data Collective

SEPTEMBER 28, 2021

The following elucidates the same: l Improved Protective Measures. In the financial sector, for instance, unlawful activity in ATMs is detected by IoT sensors and quickly reported to law authorities. There are IoT solutions that can assist them in collecting data and performing analytics for inventory management.

IoT 140

IoT Internet of Things Cost-Benefit Consulting 140

IBM Big Data Hub

MAY 31, 2024

Drawing on insights from academics and tax experts from around the world, the report helps us understand how these agencies can harness technology to improve efficiencies and create a better experience for taxpayers. At both gatherings, participants emphasized the importance of effective governance and risk management.

Cost-Benefit 98

Cost-Benefit Risk Risk Management Reporting 98

CIO Business Intelligence

SEPTEMBER 24, 2024

Chief data and analytics officers need to reinvent themselves in the age of AI or risk their responsibilities being assimilated by their organizations’ IT teams, according to a new Gartner report. Whoever takes the helm, the collaboration between CDO and CIO must be seamless to succeed.”

Data Governance 113

Data Governance Risk Management Risk Data Quality 113

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

Octopai

JULY 9, 2020

Actually, effective data lineage delivers important enhancements to BI and enables informed decision-making , as it enables data teams to tackle numerous use cases such as regulatory compliance, system upgrades & migrations, M&A (system consolidation), reporting inaccuracies, business changes etc.

Insurance 98

Insurance Risk Management Machine Learning Metadata 98

Cloudera

JUNE 12, 2024

Traditional machine learning (ML) models enhance risk management, credit scoring, anti-money laundering efforts and process automation. Some of the biggest and well-known financial institutions are already realizing value from AI and GenAI: JPMorgan Chase uses AI for personalized virtual assistants and ML models for risk management.

Finance 83

Finance Risk Management Risk Data-driven 83

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 91

Data Architecture Risk Management Risk Management 91

Cloudera

FEBRUARY 15, 2024

From stringent data protection measures to complex risk management protocols, institutions must not only adapt to regulatory shifts but also proactively anticipate emerging requirements, as well as predict negative outcomes. This results in enhanced efficiency in compliance processes.

Insurance 93

Insurance Data Architecture Risk Management Risk 93

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

CIO Business Intelligence

MAY 2, 2024

Security and risk management pros have a lot keeping them up at night. As expected with the rise of Generative AI, AI deepfakes are also on the rise, with Onfido reporting a 3,000% increase in deepfake attacks last year.

Strategy 115

Strategy Risk Management Risk Measurement 115

datapine

MARCH 31, 2022

For this purpose, you should be able to differentiate between various charts and report types as well as understand when and how to use them to benefit the BI process. The software focuses on 5 main pillars: visual data exploration, user-friendly analysis, interactive reporting, collaborative analytics, and mobile analytics.

Business Intelligence 239

Business Intelligence Statistics Visualization Data-driven 239

CIO Business Intelligence

JANUARY 22, 2024

Remote work began as a temporary measure during the pandemic but has long been a permanent fixture in our new way of working. trillion by 2025, as cyber risk management has not kept up with digital transformation posing serious risks to organizations’ security and revenue.

Digital Transformation 124

Digital Transformation Risk Cost-Benefit Risk Management 124

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. We will talk about some of the biggest ways that big data is changing the future of risk management among hedge funds. The market for financial analytics was worth $8.2

ROI 79

ROI Data Analytics Analytics Risk Management 79

CIO Business Intelligence

APRIL 17, 2023

Challenges for fraud risk management Fraud is a big and a worthwhile business for today’s online criminals, who troll the internet and insert data-stealing malware into vulnerable sites and mobile apps. AI can also enhance existing software, such as alerting systems, which often generate many false positives.

Digital Transformation 105

Digital Transformation Risk Management Risk Consulting 105

CIO Business Intelligence

SEPTEMBER 7, 2022

Cropin Apps, as the name suggests, comprises applications that support global farming operations management, food safety measures, supply chain and “farm to fork” visibility, predictability and risk management, farmer enablement and engagement, advance seed R&D, production management, and multigenerational seed traceability.

B2B 105

B2B Contextual Data Deep Learning IoT 105

CIO Business Intelligence

APRIL 29, 2022

A recent report by Enterprise Strategy Group, commissioned by Hewlett Packard Enterprise, explains why data-first thinking matters: because they move faster than their competitors. CIOs measure technical debt against the value of their entire technology estate. Key features of data-first leaders.

Digital Transformation 132

Digital Transformation Strategy Data-driven Data Strategy 132

erwin

APRIL 21, 2020

By combining physical system catalogs, critical data elements, and key performance measures with clearly defined product and sales goals, you can manage the effectiveness of your business and ensure you understand what critical systems are for business continuity and measuring corporate performance.

Measurement 97

Measurement Sales Data Governance Metadata 97

erwin

APRIL 21, 2020

As COVID-19 continues to spread, organizations are evaluating and adjusting their operations in terms of both risk management and business continuity. So one of the biggest lessons we’re learning from COVID-19 is the need for data collection, management and governance. Clearly Document Data Policies and Rules.

Measurement 96

Measurement Sales Data Governance Metadata 96

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 107

Technology Risk Measurement IoT 107

Cloudera

MAY 24, 2022

Alongside guidance initiatives from central banks such as the Bank of England’s pledge and the US Federal Reserve’s committees, organizations are assessing their strategy to measure risk and meet climate disclosure reporting requirements. Climate Risk Measuring and Modeling.

Risk 95

Risk Measurement Modeling Risk Management 95

CIO Business Intelligence

OCTOBER 15, 2024

According to the State of DevOps Report 2023 , only 18% of organizations achieved elite performance by deploying on demand, having a 5% change failure rate, and recovering from any failed deployment in under an hour.

Enterprise 143

Enterprise Testing Business Objectives Experimentation 143

IBM Big Data Hub

APRIL 19, 2024

Mobile-connected technicians experience improved safety through measures such as access control, gas detection, warning messages or fall recognition, which reduces risk exposure and enhances operational risk management (ORM) during work execution.

Management 85

Management Internet of Things Risk IoT 85

erwin

FEBRUARY 4, 2021

While acknowledging that data governance is about more than risk management and regulatory compliance may indicate that companies are more confident in their data, the data governance practice is nonetheless growing in complexity because of more: Data to handle, much of it unstructured. Data Governance Bottlenecks.

Data Governance 89

Data Governance Metadata Data Quality Risk Management 89