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.

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Risk Modeling Machine Learning Data Quality 64

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.

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Risk Risk Management Digital Transformation Insurance 53

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.

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Manufacturing Cost-Benefit Unstructured Data Optimization 135

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.

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Cost-Benefit Risk Management Risk Digital Transformation 59

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 92

Risk Management Risk Cost-Benefit Business Services 92

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

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.

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Cost-Benefit Scorecard Risk Recreation/Entertainment 84

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

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.

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Data Warehouse Dashboards Risk Management Risk 121

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

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.

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IT Risk Cost-Benefit Risk Management 132

IBM Big Data Hub

FEBRUARY 28, 2024

Because organizations with strategic sourcing mindsets look beyond price and cost savings-centered supplier selection initiatives. Successful strategic sourcing often results in process optimization, cost management, customer satisfaction, risk management , increased sustainability and other benefits.

Strategy 102

Strategy Technology Cost-Benefit Risk Management 102

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 108

Risk Management Risk Marketing Cost-Benefit 108

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.

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Risk Modeling Metrics Business Objectives 52

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.

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Digital Transformation Unstructured Data Machine Learning Risk Management 141

CIO Business Intelligence

JANUARY 22, 2024

McKinsey & Company estimates that the annual increase of costs related to cybercrime will reach $10.5 trillion by 2025, as cyber risk management has not kept up with digital transformation posing serious risks to organizations’ security and revenue. The attack landscape has evolved to target critical infrastructure.

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Digital Transformation Risk Cost-Benefit Risk Management 116

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?

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Risk Management Cost-Benefit Risk Data-driven 115

IBM Big Data Hub

JANUARY 16, 2024

Since AI has an ability to find trends in data, AI helps insurers create personalized products which could lead to more accurate risk assessments and ease insurance costs for individuals. Mitigation efforts and having the proper risk management tools will be vitally important as threats increase.

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Risk Management Insurance Cost-Benefit Risk 51

IBM Big Data Hub

FEBRUARY 19, 2024

To mitigate these risks , companies need the resources and technology to develop robust contingency plans. Fewer disruptions : A healthy supply chain mitigates risks and protects against inevitable disruption.

Strategy 86

Strategy Management Forecasting Cost-Benefit 86

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 ).

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Unstructured Data Cost-Benefit Risk Risk Management 104

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.

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Cost-Benefit Risk Digital Transformation Risk Management 75

CIO Business Intelligence

DECEMBER 27, 2023

Those same characteristics, however, reveal the risks AI pose to this sector. It’s really good at summarising, filling in blanks, and connecting dots, so generative AI is fit for purpose,” says Brian Baral, global head of risk at Genpact. So business technology leaders in financial services are carefully navigating a path toward AI.

Insurance 140

Insurance Cost-Benefit Risk Technology 140

IBM Big Data Hub

DECEMBER 13, 2023

A procurement strategy allows an organization to navigate an increasingly complex global supply chain, adapt swiftly to market fluctuations, and achieve cost optimization, operational efficiency and growth. This enables an effective and adaptive approach to sourcing that creates value and minimizes risk. Be flexible.

Strategy 70

Strategy Cost-Benefit Key Performance Indicator Consulting 70

CIO Business Intelligence

FEBRUARY 26, 2024

CAPM prerequisites To be eligible to take the CAPM you will need to have a secondary degree (high school diploma, GED, or global equivalent) and 23 hours of project management education completed by the time you take the exam. CAPM cost The exam costs $225 for PMI members and $300 for non-members. Is the CAPM worth it?

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Cost-Benefit Testing Management Risk Management 97

Smart Data Collective

SEPTEMBER 28, 2021

Moreover, with the help of an AI development company , businesses can avoid unforeseen downtime, increase operational productivity, develop new services and products, and boost risk control. Benefits of AI and IoT in Businesses. The advantages of IoT and AI could be combined to reap the full benefits of both.

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IoT Internet of Things Cost-Benefit Consulting 132

CIO Business Intelligence

SEPTEMBER 20, 2023

Cost in question The new gen AI features do come at a cost. For Stephen Elliot, IDC’s group VP for cloud operations and devops, cost isn’t a major stumbling block, as there are many other aspects of gen AI to consider first. Other pieces include staffing, skills training, partner involvement, legal exposure, and risk mitigation.”

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Cost-Benefit Software Finance Interactive 106

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. “If

IT 107

IT Cost-Benefit Risk Consulting 107

CIO Business Intelligence

DECEMBER 29, 2023

“The most pressing responsibilities for CIOs in 2024 will include security, cost containment, and cultivating a data-first mindset.” Building and deploying intelligent automation CIOs will need to operate more efficiently by accelerating the benefits of automation.

Cost-Benefit 135

Cost-Benefit Digital Transformation Consulting Strategy 135

CIO Business Intelligence

JANUARY 24, 2024

In my view, companies that split up these functions are seeing second-order consequences around communication, costs, and conflict, and are bringing these roles back together. Our analytics capabilities identify potentially unsafe conditions so we can manage projects more safely and mitigate risks.”

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Risk Management Risk Management Digital Transformation 99

Smart Data Collective

JULY 19, 2021

When you decide to relocate or broaden your data center, you need to take into account the costs, operational capability, and security. Benefits Of Data Center Colocation. Risk Management. This is probably the second most adored benefit of data center colocation solutions.

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Cost-Benefit Risk Management Risk Consulting 130

CIO Business Intelligence

JULY 15, 2022

While working with IT vendors can help ease the burden on IT, it also raises concerns, especially around data, risk, and security. Benefits of vendor management. But by establishing a point-person who is focused on managing that vendor relationship, a strong dynamic partnership can be formed.

Management 107

Management Cost-Benefit Risk Software 107

CIO Business Intelligence

JANUARY 4, 2024

How can implementing a CCA benefit financial institutions and their various business units in their quest for PCI security compliance? That, in turn, reduces IT cost, the time it takes staff to learn the environment, and the time to market. One of the significant advantages of a CCA is the potential for cost reduction.

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Optimization Cost-Benefit Reporting Enterprise 95

erwin

APRIL 2, 2021

With more companies increasingly migrating their data to the cloud to ensure availability and scalability, the risks associated with data management and protection also are growing. Lack of a solid data governance foundation increases the risk of data-security incidents. Data Security Starts with Data Governance.

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Data Governance Cost-Benefit Risk Metadata 106

FineReport

APRIL 9, 2024

Benefits of Utilizing BI Tools The utilization of data analysis tools such as business intelligence software offers numerous benefits for organizations seeking to gain a competitive edge in today’s dynamic market landscape. This results in optimized resource utilization and cost efficiencies while enhancing overall productivity.

Business Intelligence 52

Business Intelligence Software Data-driven Predictive Modeling 52

CIO Business Intelligence

AUGUST 5, 2022

Other factors driving multicloud adoption this year included scalability, security and governance, and cost reduction. Some of the other barriers listed by respondents included teams working in silos, compliance, risk management and lack of training.

Reporting 119

Reporting Enterprise Cost-Benefit Digital Transformation 119

Smart Data Collective

OCTOBER 13, 2021

One of the biggest benefits of AI is that it has led to new breakthroughs in automation. Process automation eliminates the need for paper and physical storage space, cutting costs and allowing you to redirect the savings towards strategic technology investments that help you stay competitive. Automate processes.

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Technology Cost-Benefit Experimentation Machine Learning 121

Ontotext

JULY 6, 2023

Let’s consider an example about risk and opportunity event detection. Case studies The risk and opportunity event detection use case discussed above combines all of Ontotext’s capabilities: storing and managing large amounts of data adding meaning to it (e.g.,, The solution brings many business benefits.

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Cost-Benefit Metadata Experimentation Risk 52