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

David Menninger's Analyst Perspectives

OCTOBER 15, 2024

Those customers should be evaluating if, when and how they will tap into the benefits that AI and GenAI can provide to improve operational and financial performance. With a perception of limited or no benefit, not taking any action can appear attractive and may be the right choice.

Cost-Benefit 130

Cost-Benefit Risk Forecasting Software 130

Smart Data Collective

JUNE 19, 2022

AI is particularly helpful with managing risks. How AI Can Help Suppliers Manage Risks Better. The benefits of AI stem from the need to manage close relationships with business stakeholders, which is a difficult task. Failure or Delay Risk. Brand Reputation Risk. Competitive Advantage Risk.

Risk 134

Risk Cost-Benefit Risk Management Manufacturing 134

CIO Business Intelligence

DECEMBER 14, 2023

As CIOs seek to achieve economies of scale in the cloud, a risk inherent in many of their strategies is taking on greater importance of late: consolidating on too few if not just a single major cloud vendor. This is the kind of risk that may increasingly keep CIOs up at night in the year ahead.

Risk 131

Risk Cost-Benefit Strategy Risk Management 131

Smart Data Collective

FEBRUARY 28, 2023

We talked about the benefits of AI for consumers trying to improve their own personal financial plans. One of the most important changes pertains to risk parity management. We are going to provide some insights on the benefits of using machine learning for risk parity analysis. What is risk parity?

Machine Learning 90

Machine Learning Risk Cost-Benefit Marketing 90

CIO Business Intelligence

SEPTEMBER 10, 2024

As a result, software supply chains and vendor risk management are becoming ever more vital (and frequent) conversations in the C-suite today, as companies seek to reduce their exposure to outages and the business continuity issues of key vendors their businesses depend on. “We We now are paying much more attention to it,” he says.

Risk Management 130

Risk Management Risk Enterprise Insurance 130

CIO Business Intelligence

SEPTEMBER 17, 2024

Moreover, undertaking digital transformation and technology modernization programs without an architect can lead to delays, technical debt , higher costs, and security vulnerabilities. Mounting technical debt and extending the life of legacy systems are key risks CIOs should be paranoid about.

Enterprise 145

Enterprise Digital Transformation Cost-Benefit Risk 145

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

IBM Big Data Hub

OCTOBER 16, 2023

As more businesses use AI systems and the technology continues to mature and change, improper use could expose a company to significant financial, operational, regulatory and reputational risks. It encompasses risk management and regulatory compliance and guides how AI is managed within an organization.

Risk 70

Risk Modeling Management Metadata 70

CIO Business Intelligence

NOVEMBER 19, 2024

If expectations around the cost and speed of deployment are unrealistically high, milestones are missed, and doubt over potential benefits soon takes root. The right tools and technologies can keep a project on track, avoiding any gap between expected and realized benefits. But this scenario is avoidable.

Analytics 52

Analytics Cost-Benefit Finance Data-driven 52

CIO Business Intelligence

NOVEMBER 4, 2024

IDC, for instance, recommends the NIST AI Risk Management Framework as a suitable standard to help CIOs develop AI governance in house, as well as EU AI ACT provisions, says Trinidad, who cites best practices for some aspects of AI governance in “ IDC PeerScape: Practices for Securing AI Models and Applications.”

Uncertainty 137

Uncertainty Cost-Benefit Risk Experimentation 137

John Wheeler

OCTOBER 21, 2019

Over the past month, I’ve been speaking to various groups to help them prepare for the onslaught of digital risks in their organizations. A common theme is the need for greater risk quantification beyond the realm of traditional, qualitative governance, risk and compliance (GRC) approaches.

Risk 53

Risk Risk Management Digital Transformation Insurance 53

IBM Big Data Hub

MAY 31, 2024

But the rates of exploration of AI use cases and deployment of new AI-powered tools have been slower in the public sector because of potential risks. Driving innovation for tax agencies with trust in mind Tax or revenue management agencies are a part of the public sector that might likely benefit from the use of responsible AI tools.

Cost-Benefit 98

Cost-Benefit Risk Risk Management Reporting 98

CIO Business Intelligence

AUGUST 30, 2024

As HR technology evolves, professionals in the sector need to understand not only how the solutions function, but how to extract the most benefit from emerging system capabilities. The best way to accomplish this is through human resources information management (HRIM) and human resources information systems (HRIS) certification.

Cost-Benefit 118

Cost-Benefit Risk Management Strategy Testing 118

CIO Business Intelligence

MAY 9, 2024

Driving business benefits Companies seeking CAIOs are looking to reap myriad benefits from AI adoption, ranging from improved decision-making, to increased efficiency of business processes, higher-quality services, profitability, talent management, customer experience, and innovation.

Risk Management 138

Risk Management Risk Cost-Benefit Technology 138

CIO Business Intelligence

DECEMBER 14, 2023

AI can help with all of these challenges via manufacturing-specific use cases that benefit manufacturers, their employees, and their customers. Process optimization In manufacturing, process optimization that maximizes quality, efficiency, and cost-savings is an ever-present goal. Here’s how.

Manufacturing 143

Manufacturing Cost-Benefit Unstructured Data Optimization 143

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. Re-starting business operations will require risk visibility not only across the organization but vertically down through the organization as well. Key Findings.

Marketing 110

Marketing Risk Management Risk Digital Transformation 110

erwin

MARCH 25, 2021

And with many competing projects and activities vying for people’s time, it must be clear to people why choosing data governance activities will have a direct benefit to them. Usually we talk about benefits which are rather qualitative measures, but what we need for decision-making processes are values,” Pörschmann says. “We

Data Governance 109

Data Governance IT Cost-Benefit Risk 109

Decision Management Solutions

APRIL 23, 2019

, in which he states there are only three levers of value in insurance: Sell More, Manage Risk Better (aka underwriting and adjusting), and Cost Less to Operate. Let’s dive into greater detail on the second lever – Manage Risk Better. Insurers can also manage risk more effectively through continuous improvement.

Insurance 69

Insurance Risk Technology Management 69

CIO Business Intelligence

OCTOBER 30, 2023

And this goes for government organizations as well as private corporations, as adaptability enables improved mission effectiveness, improved citizen service, increased operational efficiency, faster response times, the ability to do more with less, and reduced costs.

Digital Transformation 143

Digital Transformation Risk Management IoT Cost-Benefit 143

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

IBM Big Data Hub

DECEMBER 4, 2023

DORA has several objectives, including to comprehensively address information and communications technology (ICT) risk management in the financial services sector and harmonize the ICT risk management regulations that already exist in individual EU member states. On the surface, this might seem to complicate matters.

Risk Management 85

Risk Management Risk Cost-Benefit Business Services 85

Laminar Security

DECEMBER 22, 2023

In the age of cloud computing, data security and cost management are paramount for businesses. Data Security Posture Management (DSPM) serves as a critical tool in this landscape, offering businesses a way to keep their data secure while also managing their cloud storage costs effectively.

Cost-Benefit 95

Cost-Benefit Risk Optimization Risk Management 95

CIO Business Intelligence

JULY 5, 2024

Here are five best practices to get the most business benefit from gen AI. Set your holistic gen AI strategy Defining a gen AI strategy should connect into a broader approach to AI, automation, and data management. Which of these themes support the growth agenda, internal efficiencies, and cost savings?

ROI 124

ROI Experimentation Risk Cost-Benefit 124

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.

IT 137

IT Risk Cost-Benefit Risk Management 137

CIO Business Intelligence

JULY 26, 2024

It also means some individual cloud projects fail, there’s been a change of provider, or there’s some disillusionment regarding costs of new cloud operating models. And more than 22% of respondents are still asking themselves about the benefits or ROI after they’ve started their cloud journey.

Digital Transformation 142

Digital Transformation Cost-Benefit Data Processing Risk 142

CIO Business Intelligence

SEPTEMBER 14, 2023

Nasdaq is currently using gen AI for a range of applications, including supporting digital investigators’ efforts to identify financial crime risk and empowering corporate boards to consume presentations and disclosures more efficiently. The company, which reported net revenues of $3.6

Risk Management 116

Risk Management Risk Marketing Cost-Benefit 116

CIO Business Intelligence

OCTOBER 15, 2024

But continuous deployment isn’t always appropriate for your business , stakeholders don’t always understand the costs of implementing robust continuous testing , and end-users don’t always tolerate frequent app deployments during peak usage. Platform engineering is one approach for creating standards and reinforcing key principles.

Enterprise 143

Enterprise Testing Business Objectives Experimentation 143

AWS Big Data

FEBRUARY 1, 2024

The solution should be scalable, cost-efficient, and straightforward to adopt and operate. 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.

Data Warehouse 127

Data Warehouse Dashboards Risk Management Risk 127

CIO Business Intelligence

APRIL 7, 2022

In the past, investing too little in security meant accepting a higher risk of intrusions that could lead to significant financial pain. Underinvesting in security now means accepting a higher risk of being knocked entirely out of business. The real risk of IT leadership. Ransomware has changed the game. The chargeback trap.

Risk Management 122

Risk Management Risk Cost-Benefit Management 122

IBM Big Data Hub

FEBRUARY 13, 2024

For sourcing teams, that means pivoting their mindset around selecting suppliers from a tactical, lowest-cost-above-all approach to a strategic one. They also factor in how a strong partnership could reduce supply chain risk and advance sustainability. Specific types of sourcing minimize costs in different ways.

Cost-Benefit 78

Cost-Benefit Scorecard Risk Recreation/Entertainment 78

CIO Business Intelligence

JULY 6, 2023

One thing is for sure – meeting ESG goals can drive value if it can be done consistently, with automation and minimal costs. From 1 January 2024, the provisions relating to supplier risk management will also apply to companies with more than 1,000 employees.

Cost-Benefit 95

Cost-Benefit Risk Digital Transformation Risk Management 95

IBM Big Data Hub

APRIL 18, 2023

Are your payment systems ready to reap these benefits? Faster and more efficient payments: With the adoption of ISO 20022, wire transfers and real-time payments are processed more quickly and efficiently, reducing processing times and costs. Are your payment systems ready for these new opportunities?

Risk Management 110

Risk Management Cost-Benefit Risk Data-driven 110

CIO Business Intelligence

DECEMBER 19, 2023

Meanwhile, CIOs must still reduce technical debt, modernize applications, and get cloud costs under control. Underpinning these initiatives are digital transformation core competencies , which include design thinking, product management, agile methodologies, devops practices, citizen development, and data governance.

Digital Transformation 143

Digital Transformation Unstructured Data Machine Learning Risk Management 143

CIO Business Intelligence

OCTOBER 14, 2024

Taylor adds that functional CIOs tend to concentrate on business-as-usual facets of IT such as system and services reliability; cost reduction and improving efficiency; risk management/ensuring the security and reliability of IT systems; and ongoing support of existing technology and tracking daily metrics.

Digital Transformation 131

Digital Transformation Experimentation Cost-Benefit Risk 131

IBM Big Data Hub

APRIL 4, 2024

The cloud represents a strategic tool to enable digital transformation for financial institutions As the banking and other regulated industry continues to shift toward a digital-first approach, financial entities are eager to use the benefits of digital disruption. Most of these new technologies are born-in-cloud.

Cost-Benefit 55

Cost-Benefit Risk Management Risk Digital Transformation 55

CIO Business Intelligence

SEPTEMBER 7, 2023

The second challenge is managing new risks, which stem primarily from the threat of misinformation. Since the consequence of failure is high, the defense industry must strike a deft balance between innovation and risk management. (more about this in my article about accelerating generative AI here ).

Unstructured Data 119

Unstructured Data Cost-Benefit Risk Data-driven 119