IBM Big Data Hub

SEPTEMBER 6, 2023

Organizations rely on the vulnerability management process to head off these cyberthreats before they strike. The vulnerability management process is a continuous process for discovering, prioritizing, and resolving security vulnerabilities across an organization’s IT infrastructure.

Management 107

Management Metrics Risk Reporting 107

CIO Business Intelligence

JANUARY 19, 2024

Stakeholder management is vital to project success. Many project managers struggle to implement effective stakeholder management, despite its importance. IT can’t be successful without good stakeholder coordination and management,” says Barry Brunsman, a principal in advisory at KPMG, a professional services firm.

Management 119

Management Consulting Risk Strategy 119

IBM Big Data Hub

FEBRUARY 19, 2024

In today’s complex global business environment, effective supply chain management (SCM) is crucial for maintaining a competitive advantage. Here’s how companies are using different strategies to address supply chain management and meet their business goals.

Strategy 87

Strategy Management Forecasting Cost-Benefit 87

Cloudera

OCTOBER 20, 2021

As governments gather to push forward climate and renewable energy initiatives aligned with the Paris Agreement and the UN Framework Convention on Climate Change, financial institutions and asset managers will monitor the event with keen interest. What are the key climate risk measurements and impacts? They need to understand; .

Risk 78

Risk Modeling Risk Management Measurement 78

Smart Data Collective

SEPTEMBER 21, 2021

However, your data-driven business model won’t be very helpful if you don’t focus on the right metrics. There is information readily available these days to track, manage, and analyze, and it’s easier and cheaper to do so than ever. Plus, the metric can help you plan the best layout for your shop.

Data-driven 107

Data-driven Metrics Big Data Sales 107

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. Monitoring Model Metrics. Figure 1: Data drift tab of a deployed DataRobot model.

Risk 59

Risk Modeling Metrics Measurement 59

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

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. Network components – This includes a VPC, subnets, route table, and associations.

Data Warehouse 125

Data Warehouse Dashboards Risk Management Risk 125

CIO Business Intelligence

MAY 13, 2024

The toolkit, released as part of IBM’s watsonx generative AI platform last May, is uniquely differentiated by its audit trail capability, said Heather Gentile, director of product management at IBM’s data and AI software division. watsonx.governance is a toolkit for governing generative AI and machine learning models.

Risk 121

Risk Machine Learning Modeling Enterprise 121

FineReport

JUNE 7, 2023

Thus, one tool that has gained significant popularity in recent years is the Project Management Dashboard. Moreover, the implementation of an effective Project Management Dashboard facilitates data-driven decision-making and sustainable business success. What Is A Project Management Dashboard?

Dashboards 52

Dashboards Management Visualization Cost-Benefit 52

DataRobot Blog

MAY 26, 2022

To start with, SR 11-7 lays out the criticality of model validation in an effective model risk management practice: Model validation is the set of processes and activities intended to verify that models are performing as expected, in line with their design objectives and business uses.

Risk 52

Risk Modeling Metrics Business Objectives 52

CIO Business Intelligence

MARCH 12, 2024

When this happens, corporate risk is heightened as preemptive projects get delayed — sometimes for indefinite periods of time. CIOs can change this thinking by incorporating preemptive projects like disaster recovery into their corporate risk management strategies.

ROI 122

ROI IT Manufacturing Metrics 122

FineReport

FEBRUARY 17, 2021

What is Project Management Report? A project management report is a high-level overview of the current status of a project. Why is project management report critical? Depending on the project’s size and complexity, the project management reporting content and frequency may vary. Project Management Report Structure.

Reporting 98

Reporting Management Dashboards Risk 98

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. Following are seven steps to guide this transformation for competitive advantage.

IT 137

IT Risk Cost-Benefit Risk Management 137

Smart Data Collective

JUNE 3, 2021

Analytics is particularly important for developing strategic financial management policies. Strategic Financial Management or strategic finance is a process to help a company’s finances. I will detail the role of analytics in strategic financial management and how mosaic finance can help you throughout the process!

Management 90

Management Finance Analytics Analytics Technologies 90

IBM Big Data Hub

FEBRUARY 28, 2024

Successful strategic sourcing often results in process optimization, cost management, customer satisfaction, risk management , increased sustainability and other benefits. Sourcing teams are automating processes like data analysis as well as supplier relationship management and transaction management.

Strategy 103

Strategy Technology Cost-Benefit Risk Management 103

CIO Business Intelligence

JULY 13, 2022

Metrics that create a narrative and show how the business compares to competitors, the wider industry, and globally against all businesses give a clear picture that allows board members to set strategy. Burgess returns along with Atlassian Chief Trust Officer Adrian Ludwig to examine insider threats and third-party risk.

Strategy 124

Strategy Metrics Risk Risk Management 124

DataRobot Blog

DECEMBER 6, 2022

Taking a Multi-Tiered Approach to Model Risk Management. Understand why organizations need a three-pronged approach to mitigating risk among multiple dimensions of the AI lifecycle and what model risk management means to today’s AI-driven companies. Read the blog. Read the blog. Read the blog.

Experimentation 145

Experimentation Forecasting Data-driven Machine Learning 145

IBM Big Data Hub

FEBRUARY 13, 2024

They also factor in how a strong partnership could reduce supply chain risk and advance sustainability. Technology that streamlines and automates transactions and contract management can significantly reduce these errors and expedite sourcing processes. This technology can also help reduce the risk of regulatory non-compliance.

Cost-Benefit 85

Cost-Benefit Scorecard Risk Recreation/Entertainment 85

Smart Data Collective

SEPTEMBER 17, 2020

Here are a few of the advantages of Big Data in the banking and financial industry: Improvement in risk management operations. Big Data can efficiently enhance the ways firms utilize predictive models in the risk management discipline. Big Data provides financial and banking organizations with better risk coverage.

Big Data 141

Big Data Finance Risk Management Risk 141

CIO Business Intelligence

JUNE 21, 2022

Governance should be designed with adaptability in mind to ensure IT remains in alignment with business objectives, continually providing value while effectively safeguarding the organization against potential risks, Bales says. Poor risk planning. Insufficient operational visibility.

IT 116

IT Risk Measurement Risk Management 116

IBM Big Data Hub

DECEMBER 14, 2023

A cybersecurity strategy is not solely about managing risk across a business’ IT infrastructure. IBM is supporting clients across industries in their cybersecurity journey by providing comprehensive security capabilities to help make it easier to simplify their risk management and demonstrate regulatory compliance postures.

Risk 90

Risk Enterprise Digital Transformation Risk Management 90

IBM Big Data Hub

MARCH 4, 2024

While many organizations have implemented AI, the need to keep a competitive edge and foster business growth demands new approaches: simultaneously evolving AI strategies, showcasing their value, enhancing risk postures and adopting new engineering capabilities. Otherwise, the risks become too significant.

Enterprise 105

Enterprise ROI Risk Strategy 105

CIO Business Intelligence

SEPTEMBER 20, 2023

To do so, CIOs must continuously improve their product management, program management, and delivery capabilities to wow customers and deliver competitive advantages, all while steering clear of surefire DX mistakes such as prioritizing too many initiatives and underinvesting in developing digital trailblazers.

Digital Transformation 135

Digital Transformation Uncertainty Metrics Business Objectives 135

IBM Big Data Hub

DECEMBER 13, 2023

By assessing and proactively managing risks inherent in the supply chain , organizations can shield themselves from disruptions and strengthen the resilience of their operations. This enables an effective and adaptive approach to sourcing that creates value and minimizes risk. Some may not agree with the proposed changes.

Strategy 71

Strategy Cost-Benefit Key Performance Indicator Consulting 71

CDW Research Hub

MAY 24, 2021

Today’s digital risk and compliance profile requires developing an information security program based on a well-structured plan that includes people, processes and technologies, and focuses on the protection of information and information assets. Develop a security risk management program.

Risk Management 52

Risk Management Risk Unstructured Data Business Objectives 52

CIO Business Intelligence

APRIL 21, 2022

Combining Agile and DevOps with elements such as cloud, testing, security, risk management and compliance creates a modernized technology delivery approach that can help an organization achieve greater speed, reduced risk, and enhanced quality and experience. All hands on deck .

Digital Transformation 145

Digital Transformation Key Performance Indicator Risk Testing 145

CIO Business Intelligence

APRIL 13, 2023

Gartner projects that spending on information security and risk management products and services will grow 11.3% To better focus security spend, some chief information security officers (CISOs) are shifting their risk assessments from IT systems to the data, applications, and processes that keep the business going.

IT 111

IT Cost-Benefit Risk Consulting 111

IBM Big Data Hub

FEBRUARY 8, 2024

It refers to a set of metrics used to measure an organization’s environmental and social impact and has become increasingly important in investment decision-making over the years. In response, asset managers began to develop ESG strategies and metrics to measure the environmental and social impact of their investments.

Measurement 85

Measurement Metrics Reporting Strategy 85

O'Reilly on Data

DECEMBER 12, 2019

1] This includes C-suite executives, front-line data scientists, and risk, legal, and compliance personnel. These recommendations are based on our experience, both as a data scientist and as a lawyer, focused on managing the risks of deploying ML. 4] Fairwashing: The Risk of Rationalization , How Can We Fool LIME and SHAP?

Machine Learning 191

Machine Learning Modeling Testing Risk Management 191

AWS Big Data

APRIL 12, 2023

We identified Amazon QuickSight , a fully managed, cloud-native business intelligence (BI) service, as the product that fit all our criteria. With it, we found an intuitive product with rich visualizations that we could build and grow with rapidly, allowing us to innovate without monetary risks or being locked in to cumbersome contracts.

Dashboards 60

Dashboards Risk Data-driven Visualization 60

IBM Big Data Hub

JUNE 29, 2023

The term ‘IBP’ was introduced by the management consulting firm Oliver Wight to describe an evolved version of the sales and operations planning (S&OP process) they originally developed in the early 1980s. The management team defines the organization’s long-term goals and objectives.

Key Performance Indicator 81

Key Performance Indicator Forecasting Data Integration Sales 81

IBM Big Data Hub

JULY 27, 2023

To navigate these challenges, industry players are turning to enterprise asset management (EAM) solutions. EAM is an invaluable tool that allows oil and gas companies to manage physical assets and infrastructure throughout their lifecycles—from design and procurement to maintenance and disposal. through 2030.

Cost-Benefit 59

Cost-Benefit IoT Internet of Things Enterprise 59

Alation

AUGUST 17, 2022

The Risks of Early Data Governance Programs. The biggest risk was a lack of ownership. Too often, organizations don’t educate their users about data governance, security, and business risk,” claims analyst Jack Gold. If your definitions are bad, so is your governance/risk/security. Enterprise risk management.

Data Governance 92

Data Governance Risk Data-driven Measurement 92

CIO Business Intelligence

JULY 4, 2022

CAOs are responsible for managing an organization’s finances as well as creating goals, policies, and procedures for the company to help it operate more efficiently and compliantly. They typically report directly to the CEO and act as a go-between for other senior-level management and the CEO.

Manufacturing 98

Manufacturing Finance Reporting Risk Management 98

CIO Business Intelligence

JULY 5, 2022

CAOs are responsible for managing an organization’s finances as well as creating goals, policies, and procedures for the company to help it operate more efficiently and compliantly. They typically report directly to the CEO and act as a go-between for other senior-level management and the CEO.

Manufacturing 97

Manufacturing Finance Reporting Risk Management 97

Octopai

JULY 9, 2020

As a core principle of data management, all BI & Analytics teams engage with data lineage at some point to be able to visualize and understand how the data they process moves around throughout the various systems that make up their data environment. It required banks to develop a data architecture that could support risk-management tools.

Insurance 86

Insurance Risk Management Machine Learning Metadata 86