O'Reilly on Data

NOVEMBER 13, 2018

Model lifecycle management. The Future of Privacy Forum and Immuta recently released a report with some great suggestions on how one might approach machine learning projects with risk management in mind: When you’re working on a machine learning project, you need to employ a mix of data engineers, data scientists, and domain experts.

Machine Learning 270

Machine Learning Risk Management Statistics 270

CIO Business Intelligence

JANUARY 24, 2024

Rather than divide IT, digital, and data into different functional leadership roles, Gilbane’s executive management decided, for the first time, to put all of these transformational teams under one leader. “My In construction, our teams are managing the construction of hundreds of projects happening at any one time,” she says.

Risk Management 118

Risk Management Risk Management Digital Transformation 118

CIO Business Intelligence

OCTOBER 30, 2024

This requires greater flexibility in systems to better manage data storage and ensure quality is maintained as data is fed into new AI models. A data mesh is a set of best practices for managing data in a decentralized organization, allowing for easy sharing of data products and a self-service approach to data management.

Enterprise 139

Enterprise Data Architecture Unstructured Data Insurance 139

Dataiku

DECEMBER 3, 2024

Every leader wants their organization to be innovative, and today’s tech landscape presents the perfect opportunity to focus on innovation.

Risk Management 40

Risk Management Risk Management Machine Learning 40

CIO Business Intelligence

JANUARY 21, 2025

CIOs feeling the pressure will likely seek more pragmatic AI applications, platform simplifications, and risk management practices that have short-term benefits while becoming force multipliers to longer-term financial returns. CIOs should consider placing these five AI bets in 2025.

Cost-Benefit 142

Cost-Benefit Data-driven Strategy Marketing 142

Smart Data Collective

JULY 4, 2021

Wealth and asset management has come a long way, evolving through the use of artificial intelligence, or AI solutions. But is AI becoming the end-all and be-all of asset management ? What Machine Learning Means to Asset Managers. Risk Management. How much potential does it really have? Why Machine Learning?

Machine Learning 143

Machine Learning Management B2B Unstructured Data 143

CIO Business Intelligence

JULY 25, 2024

IT managers are often responsible for not just overseeing an organization’s IT infrastructure but its IT teams as well. To succeed, you need to understand the fundamentals of security, data storage, hardware, software, networking, and IT management frameworks — and how they all work together to deliver business value.

IT 131

IT Management Risk Risk Management 131

BA Learnings

FEBRUARY 4, 2025

Market Growth : As industries like chemicals, mining, and energy recover and expand, the volume of hazardous liquids requiring transportation is set to rise, increasing the urgency for effective risk management strategies. This includes having containment equipment and trained personnel ready to manage emergencies effectively.

Risk 130

Risk Management Risk Management Strategy 130

CIO Business Intelligence

DECEMBER 5, 2022

What is project management? Project management is a business discipline that involves applying specific processes, knowledge, skills, techniques, and tools to successfully deliver outcomes that meet project goals. Project management steps Project management is broken down into five phases or life cycle.

Management 134

Management Cost-Benefit Key Performance Indicator Software 134

CIO Business Intelligence

MARCH 19, 2025

Then in November, the company revealed its Azure AI Agent Service, a fully-managed service that lets enterprises build, deploy and scale agents quickly. Before that, though, ServiceNow announced its AI Agents offering in September, with the first use cases for customer service management and IT service management, available in November.

Software 141

Software Risk Enterprise Cost-Benefit 141

CIO Business Intelligence

NOVEMBER 19, 2024

Controlling public cloud costs can also be problematic due to lack of visibility into cloud usage patterns, inadequate governance and cost management policies, the complexity of cloud pricing models, and insufficient monitoring of resource use.

Analytics 97

Analytics Cost-Benefit Finance Data-driven 97

CIO Business Intelligence

JULY 15, 2022

What is vendor management? Vendor management helps organizations take third-party vendor relationships from a passive business transaction to a proactive collaborative partnership. While working with IT vendors can help ease the burden on IT, it also raises concerns, especially around data, risk, and security.

Management 122

Management Cost-Benefit Risk Software 122

CIO Business Intelligence

APRIL 18, 2022

As IT environments expand, managers find themselves dealing with cases of vendor sprawl. Connect those platforms to dozens of vendors’ satellite components and software packages, and replicate the matrix across divisions and geographies, and you have one complicated mix of IT issues to manage. Where does this leave IT leaders?

Management 128

Management IT Data-driven Risk 128

CIO Business Intelligence

MARCH 24, 2023

It encompasses the people, processes, and technologies required to manage and protect data assets. The Data Management Association (DAMA) International defines it as the “planning, oversight, and control over management of data and the use of data and data-related sources.”

Data Governance 142

Data Governance Management Metadata Data Quality 142

CIO Business Intelligence

SEPTEMBER 10, 2024

Managing cybersecurity and other technology risks will be top of mind for CIOs in 2025 across Australia and New Zealand (ANZ), with 82% of 109 respondents saying it is a key priority for next year, according to Gartner.

Uncertainty 132

Uncertainty Risk Management Risk Management 132

CIO Business Intelligence

MAY 24, 2024

GRC certifications validate the skills, knowledge, and abilities IT professionals have to manage governance, risk, and compliance (GRC) in the enterprise. What are GRC certifications? Why are GRC certifications important?

Risk 119

Risk Risk Management Management Enterprise 119

CIO Business Intelligence

MAY 21, 2024

IBM has showcased its new generative AI -driven Concert offering that is designed to help enterprises monitor and manage their applications. Amalgam Insight’s chief analyst Hyoun Park, on the other hand, thinks that IBM Concert superficially has traits that are common with IT asset management offerings.

Enterprise 110

Enterprise Management Data Lake Risk 110

CIO Business Intelligence

DECEMBER 10, 2024

To drive gen-AI top-line revenue impacts, CIOs should review their data governance priorities and consider proactive data governance and dataops practices that go beyond risk management objectives. In IT service management, AI-driven knowledge graphs provide issue diagnosis and proactive resolution, decreasing downtime.

Sales 143

Sales Metrics Data-driven Measurement 143

O'Reilly on Data

DECEMBER 12, 2019

These recommendations are based on our experience, both as a data scientist and as a lawyer, focused on managing the risks of deploying ML. In addition to newer innovations, the practice borrows from model risk management, traditional model diagnostics, and software testing. What is model debugging? Sensitivity analysis.

Machine Learning 275

Machine Learning Modeling Testing Risk Management 275

CIO Business Intelligence

JULY 23, 2024

Call it survival instincts: Risks that can disrupt an organization from staying true to its mission and accomplishing its goals must constantly be surfaced, assessed, and either mitigated or managed. Is the organization transforming fast enough? Are stakeholders struggling or unhappy?

Risk 142

Risk IT Risk Management Cost-Benefit 142

CIO Business Intelligence

JANUARY 21, 2025

As AI becomes more prevalent across organizations, theres a growing need for a better understanding of data dependencies and asset management. Cybersecurity teams will need to reevaluate the relative importance of data assets, update inventories, and account for new threats and risks these AI systems might bring to their organizations.

Behavioral Analytics 122

Behavioral Analytics Data-driven Risk Insurance 122

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

AWS Big Data

JULY 16, 2024

The Zurich Cyber Fusion Center management team faced similar challenges, such as balancing licensing costs to ingest and long-term retention requirements for both business application log and security log data within the existing SIEM architecture.

Insurance 130

Insurance Management Cost-Benefit Optimization 130

CIO Business Intelligence

JANUARY 26, 2023

Cloud cost managers are the solution. See Azure Cost Management , Google Cloud Cost Management , and AWS Cloud Financial Management tools for the big three clouds. Once your cloud commitment gets bigger, independent cost management tools start to become attractive.

Management 116

Management Forecasting Dashboards Optimization 116

CIO Business Intelligence

FEBRUARY 21, 2025

In a damning audit report , Grant Thornton has exposed how the project implementation turned into a cautionary tale of project mismanagement, highlighting critical failures in governance, technical oversight, and vendor management that continue to impact the councils core operations. The projects setbacks have had far-reaching consequences.

Reporting 90

Reporting Risk Testing Risk Management 90

CIO Business Intelligence

JULY 5, 2024

Modernization, therefore, is part of its DNA, and according to CIO Marykay Wells, making technical changes to an organization’s IT infrastructure is an ever-changing discipline that needs to be meticulously managed. “If

Management 115

Management Risk Measurement Dashboards 115

CIO Business Intelligence

AUGUST 7, 2023

Organizations big and small, across every industry, need to manage IT risk. based IT directors and vice presidents in companies with more than 1,000 employees to determine what keeps them up at night—and it comes as no surprise that one of their biggest nightmares is managing IT risk. trillion annually by 2025.

Risk 98

Risk IT Management Risk Management 98

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 97

Management Metrics Risk Reporting 97

IBM Big Data Hub

APRIL 19, 2024

This blog series discusses the complex tasks energy utility companies face as they shift to holistic grid asset management to manage through the energy transition. Asset performance management (APM) processes, such as risk-based and predictive maintenance and asset investment planning (AIP), enable health monitoring technologies.

Management 85

Management Internet of Things Risk IoT 85

David Menninger's Analyst Perspectives

OCTOBER 15, 2024

However, there can be downsides to this approach if the migration significantly disrupts internal operations or poses significant change-management challenges. In other words, enterprises are willing to pay for productivity gains that clearly generate revenue and easily achieve cost savings or reduce risk.

Cost-Benefit 204

Cost-Benefit Risk Forecasting Software 204

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 145

Big Data Finance Risk Management Risk 145

CIO Business Intelligence

NOVEMBER 4, 2024

Saving time and reducing compliance effort and errors Since integrating Myrddin into its CMMC dashboard tool, Camelot has been able to improve both its internal processes and how customers manage compliance tasks.

Dashboards 115

Dashboards Risk Risk Management Data-driven 115

CIO Business Intelligence

JANUARY 2, 2024

What CIOs need to do instead is to present IT infrastructure investment as an important corporate financial and risk management issue that the business can’t afford to ignore. From a financial and risk management standpoint, the building is a useless (and hazardous) asset that must be written off the books and remedied.

Risk 128

Risk IT Risk Management Sales 128

CIO Business Intelligence

JULY 22, 2024

Our revised plan includes enhanced communication management, featuring multiple layers to ensure all employees are well-informed about potential issues and their resolution.” Enhanced risk management practices The incident has highlighted the need for improved risk management practices. Microsoft said around 8.5

Strategy 143

Strategy Testing Risk Management Risk 143