datapine

FEBRUARY 22, 2022

This includes defining the main stakeholders, assessing the situation, defining the goals, and finding the KPIs that will measure your efforts to achieve these goals. Improved risk management: Another great benefit from implementing a strategy for BI is risk management. CFOs and CMOs are good fits.

Business Intelligence 218

Business Intelligence Strategy Cost-Benefit Dashboards 218

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

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

Smart Data Collective

SEPTEMBER 7, 2021

Properly safeguard physical documents. You and your employees should treat sensitive paper documents with the same level of attention as you treat your online transactions. You and your employees should treat sensitive paper documents with the same level of attention as you treat your online transactions.

Strategy 140

Strategy Risk Measurement IT 140

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. Document Design and Deployment For Regulations and Clarity.

Risk Management 52

Risk Management Risk Modeling Management 52

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. They must also introduce operational processes document and disclose copyright-related information during dataset creation.”

Risk 128

Risk Measurement Risk Management Data-driven 128

CIO Business Intelligence

JULY 1, 2024

By documenting cases where automated systems misbehave, glitch or jeopardize users, we can better discern problematic patterns and mitigate risks. 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.

Reporting 129

Reporting Risk Management Experimentation Risk 129

CIO Business Intelligence

MAY 2, 2024

Security and risk management pros have a lot keeping them up at night. The digital injection attack A digital injection attack is when someone “injects” fake data, including AI-generated documents, photos, and biometrics images, into the stream of information received by an identity verification (IDV) platform.

Strategy 115

Strategy Risk Management Risk Measurement 115

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. They may not have been documented, tested, or actively monitored and maintained. Legacy Models. White Paper.

Modeling 105

Modeling Risk Management Testing Machine Learning 105

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 Cost-Benefit IT Risk 109

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

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

DECEMBER 6, 2024

Develop an AI platform and write a gen AI playbook to allow it to move quickly without shortchanging on security and governance measures. The model has five core pillars that guide the introduction of all new technology and provide a roadmap for assessments, evaluations, and approvals: Discover, Ideate, Elaborate, Execute, and Measure.

Marketing 122

Marketing Technology Risk Measurement 122

Octopai

JULY 9, 2020

It required banks to develop a data architecture that could support risk-management tools. Not only did the banks need to implement these risk-measurement systems (which depend on metrics arriving from distinct data dictionary tools), they also needed to produce reports documenting their use.

Insurance 98

Insurance Risk Management Machine Learning Metadata 98

CIO Business Intelligence

JUNE 8, 2023

This role helps oversee the development of new systems, working alongside software developers and hardware engineers with an eye on quality control measures and maintaining a steady pace toward established milestone goals.

IT 140

IT Digital Transformation Software Risk 140

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 77

Finance Risk Management Risk Data-driven 77

AWS Big Data

SEPTEMBER 26, 2024

Organizations are collecting and storing vast amounts of structured and unstructured data like reports, whitepapers, and research documents. End-users often struggle to find relevant information buried within extensive documents housed in data lakes, leading to inefficiencies and missed opportunities.

Data Lake 115

Data Lake Cost-Benefit Unstructured Data Modeling 115

CIO Business Intelligence

MARCH 24, 2023

They must be accompanied by documentation to support compliance-based and operational auditing requirements. Key features include a collaborative business glossary, the ability to visualize data lineage, and generate data quality measurements based on business definitions.

Data Governance 142

Data Governance Management Metadata Data Quality 142

DataRobot Blog

JULY 21, 2022

Outline clear metrics to measure success. Document assumptions and risks to develop a risk management strategy. dashes and parentheses in telephone numbers) Inconsistent units of measure (e.g., Create model compliance documentation for regulated industries. Define project scope.

Machine Learning 98

Machine Learning Metrics Modeling Testing 98

CIO Business Intelligence

JULY 6, 2023

Classic examples are the use of AI to capture and convert semi-structured documents such as purchase orders and invoices, Fleming says. We’re equipping this tool with a private ‘knowledge base’ of AT&T-specific data, with chat enabled to get answers directly from these internal AT&T documents and materials.”

Cost-Benefit 119

Cost-Benefit Technology Unstructured Data Testing 119

IBM Big Data Hub

MAY 28, 2024

A data protection strategy is a set of measures and processes to safeguard an organization’s sensitive information from data loss and corruption. Data risk management To protect their data, organizations first need to know their risks. What is a data protection strategy?

Strategy 81

Strategy Measurement Risk Cost-Benefit 81

CIO Business Intelligence

SEPTEMBER 20, 2023

The best way to address this gap is to draft a simple vision statement written by product managers and delivery leaders in collaboration with stakeholders and agile teams. The writing process builds trust, and a documented vision builds a shared understanding of priorities.

Digital Transformation 135

Digital Transformation Uncertainty Metrics Business Objectives 135

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 89

Data Governance Metadata Data Quality Risk Management 89

DataRobot

JULY 16, 2021

Accuracy — this refers to a subset of model performance indicators that measure a model’s aggregated errors in different ways. Robust documentation throughout the end- to-end modeling workflow is one of the strongest enablers of compliance. Security — large amounts of sensitive data are analyzed or transmitted with AI systems.

Machine Learning 98

Machine Learning Uncertainty Modeling Measurement 98

Smart Data Collective

MAY 25, 2023

Fortunately, there are a number of measures that small businesses can take to protect their sensitive information from unauthorized access. Cybercriminals target these businesses primarily due to their resource inadequacy and often lack of progressive cyber security measures. Additionally, cybercrime costs SMEs over $2.2

Internet of Things 111

Internet of Things Cost-Benefit Risk Software 111

CIO Business Intelligence

AUGUST 30, 2024

The two hour and 45-minute exam of 90 mostly multiple-choice scored questions and 25 pretest questions, covers talent acquisition, HR administration and shared services, talent management and development, compensation, benefits, work experience, employee relations, risk management, and HR info management.

Cost-Benefit 118

Cost-Benefit Risk Management Strategy Testing 118

Smart Data Collective

MAY 17, 2023

Since so many companies use Office 365, they need to make sure the documents stored on it are safe from hackers. While Office 365 offers built-in security features, it is essential to understand that these measures alone may not be sufficient to safeguard your business data. This entails shielding applications from cyberattacks.

Risk 115

Risk Measurement Software Management 115

CIO Business Intelligence

JUNE 12, 2023

In 2012, COBIT 5 was released and in 2013, the ISACA released an add-on to COBIT 5, which included more information for businesses regarding risk management and information governance. Other changes included minor edits to terminology and phrasing used throughout the documentation.

Risk Management 94

Risk Management Strategy Digital Transformation Enterprise 94

Alation

AUGUST 17, 2022

Constellation Analyst Dion Hinchcliffe suggests that functions should be loosely integrated into the following streams: Governance, risk, compliance. Enterprise risk management. Data management. Risk, however, is a different challenge. While risk may be defined, it might not be well addressed.

Data Governance 92

Data Governance Risk Data-driven Measurement 92

John Wheeler

OCTOBER 20, 2020

We continue our “20 for 20” theme this year by highlighting the integrated risk management (IRM) critical capabilities and top 20 software functions / features. These five capabilities support both integrated view of strategic, operational and technology risk as well as the related business outcomes, processes and assets.

Risk Management 52

Risk Management Risk Insurance Predictive Modeling 52

IBM Big Data Hub

DECEMBER 8, 2023

While plans will vary by necessity, here are five key steps to building a successful risk mitigation strategy: Step 1: Identify The first step in any risk mitigation plan is risk identification. Bring in stakeholders from all aspects of the business to provide input and have a project management team in place.

Risk 67

Risk Strategy Risk Management Insurance 67

CIO Business Intelligence

DECEMBER 13, 2024

But Discover is taking a measured approach to the technology, with a centralized AI governance function within the company responsible for evaluating risk management around developing gen AI solutions, Strle says. Were not going to go there, the CIO says.

Digital Transformation 98

Digital Transformation Risk Risk Management Enterprise 98

CIO Business Intelligence

JULY 6, 2023

From 1 January 2024, the provisions relating to supplier risk management will also apply to companies with more than 1,000 employees. CYVC offers the possibility to process large amounts of data (semi-) automatically in a short time frame and identifies risks based on different assessment methods.

Cost-Benefit 96

Cost-Benefit Risk Digital Transformation Risk Management 96

CIO Business Intelligence

DECEMBER 5, 2022

Quality management: Identify quality requirements. Human resource management: Plan and identify human resource needs. Communications management: Plan stakeholder communications. Risk management: Perform qualitative and quantitative risk analysis, plan risk mitigation strategies.

Management 134

Management Cost-Benefit Key Performance Indicator Software 134

Smart Data Collective

APRIL 19, 2021

From conversing on personal devices (BYODs) to sending documents to the wrong recipient, or using unsecured applications for transfers, the risk for potential leaks is high. By putting the correct technical measures in place, you can ensure that any confidential data is protected in the best possible and most efficient manner.

Risk 126

Risk Management Measurement Optimization 126

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

CIO Business Intelligence

JULY 25, 2024

Offered by the ISACA, the CRISC certification validates your ability to understand and mitigate enterprise IT risk using the latest best practices to identify, analyze, evaluate, assess, prioritize, and respond to risks.

IT 131

IT Management Risk Risk Management 131