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. To reference SR 11-7: .

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. The calculation methodology and query performance metrics are similar to those of the preceding chart.

Data Warehouse 125

Data Warehouse Dashboards Risk Management Risk 125

IBM Big Data Hub

APRIL 19, 2024

Asset performance management (APM) processes, such as risk-based and predictive maintenance and asset investment planning (AIP), enable health monitoring technologies. Cybersecurity reduces risk exposure for cyberattacks on digitally connected assets.

Management 92

Management Internet of Things Risk IoT 92

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

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

Smart Data Collective

SEPTEMBER 17, 2020

Some prominent banking institutions have gone the extra mile and introduced software to analyze every document while recording any crucial information that these documents may carry. Here are a few of the advantages of Big Data in the banking and financial industry: Improvement in risk management operations.

Big Data 141

Big Data Finance Risk Management Risk 141

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

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

SEPTEMBER 6, 2023

A continuous vulnerability management process helps stop cyberattacks—and soften the blow of those that succeed—by finding and fixing flaws before threat actors can weaponize them. The vulnerability management lifecycle Corporate networks are not static.

Management 107

Management Metrics Risk Reporting 107

IBM Big Data Hub

FEBRUARY 13, 2024

They also factor in how a strong partnership could reduce supply chain risk and advance sustainability. It also can help optimize transportation costs and service-level agreements as well as improve inventory management and visibility. This technology can also help reduce the risk of regulatory non-compliance.

Cost-Benefit 85

Cost-Benefit Scorecard Risk Recreation/Entertainment 85

CIO Business Intelligence

JANUARY 19, 2024

Stakeholder management is vital to project success. When key individuals are informed and on task, projects run smoothly. Many project managers struggle to implement effective stakeholder management, despite its importance. Benefits of stakeholder management Well-executed stakeholder management offers numerous benefits.

Management 119

Management Consulting Risk Strategy 119

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. Blockchain Information is an invaluable business asset. In sourcing strategy, blockchain technology helps track orders, payments, accounts and more.

Strategy 103

Strategy Technology Cost-Benefit Risk Management 103

IBM Big Data Hub

FEBRUARY 19, 2024

It includes everything from product development and strategic decision-making to information systems and new technologies. 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 87

Strategy Management Forecasting Cost-Benefit 87

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. Modernization is a journey, not a mission . All hands on deck .

Digital Transformation 145

Digital Transformation Key Performance Indicator Risk Testing 145

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

FineReport

JUNE 7, 2023

What Is A Project Management Dashboard? Project management dashboards serve as dynamic visual aids, empowering project managers to effectively track project progress, identify risks, and allocate tasks to team members efficiently. This increased visibility improves transparency and enables timely decision-making.

Dashboards 52

Dashboards Management Visualization Cost-Benefit 52

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

FineReport

APRIL 9, 2024

Evolving BI Tools in 2024 Significance of Business Intelligence In 2024, the role of business intelligence software tools is more crucial than ever, with businesses increasingly relying on data analysis for informed decision-making.

Business Intelligence 52

Business Intelligence Software Data-driven Predictive Modeling 52

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.

Strategy 71

Strategy Cost-Benefit Key Performance Indicator Consulting 71

IBM Big Data Hub

JUNE 29, 2023

IBP brings together various functions, including sales, marketing, finance, supply chain, human resources, IT and beyond to collaborate across business units and make informed decisions that drive overall business success. Data integration and analytics IBP relies on the integration of data from different sources and systems.

Key Performance Indicator 81

Key Performance Indicator Forecasting Data Integration Sales 81

AWS Big Data

APRIL 12, 2023

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. As threat landscapes become increasingly more severe, managing human risk is critical to the success of the security program in any organization.

Dashboards 60

Dashboards Risk Data-driven Visualization 60

Octopai

JULY 9, 2020

Actually, effective data lineage delivers important enhancements to BI and enables informed decision-making , as it enables data teams to tackle numerous use cases such as regulatory compliance, system upgrades & migrations, M&A (system consolidation), reporting inaccuracies, business changes etc.

Insurance 86

Insurance Risk Management Machine Learning Metadata 86

FineReport

FEBRUARY 17, 2021

Project name and ID, manager’s or sponsor’s name, start date and (expected) end date, client description, and the reporting date are the necessary information that every project management report should include. The summary gives the reader a quick overview of the key information they should take away.

Reporting 98

Reporting Management Dashboards Risk 98

IBM Big Data Hub

JULY 27, 2023

The following are some of the most impactful ways oil and gas is embracing EAM as an asset management strategy: Asset lifecycle management : Oil and gas assets are intricate, costly and have lengthy lifecycles. It can also significantly increase uptime and lifespan.

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. It’s not just an IT problem.

Data Governance 92

Data Governance Risk Data-driven Measurement 92

Sisense

MAY 13, 2021

In this article, we’ll look at how DNV took intelligence from its massive datasets and put the right bits of information into its platforms in the right way (not simply embedding reports and dashboards) to drive impact for its users. DNV is an independent expert in risk management and assurance, operating in more than 100 countries.

Reporting 59

Reporting Analytics Dashboards Key Performance Indicator 59

FineReport

AUGUST 13, 2021

Insurance companies provide risk management in the form of insurance contracts. Industry-specific, comprehensive, and reliable data management and presentation have become an issue of increasing concern in the insurance industry. The insurance sales dashboard gives the leader a clear picture of key performance metrics.

Insurance 52

Insurance Dashboards KPI Analytics 52

CIO Business Intelligence

JULY 4, 2022

CAOs should have strong presentation skills and the ability to communicate complex business and financial information to other stakeholders in the company. It’s a role that requires an understanding of change management and an ability to juggle several complex projects at once.

Manufacturing 98

Manufacturing Finance Reporting Risk Management 98

CIO Business Intelligence

JULY 5, 2022

CAOs should have strong presentation skills and the ability to communicate complex business and financial information to other stakeholders in the company. It’s a role that requires an understanding of change management and an ability to juggle several complex projects at once.

Manufacturing 97

Manufacturing Finance Reporting Risk Management 97

CIO Business Intelligence

APRIL 1, 2022

All too often, executives look at value chains exclusively through the lens of risk management and economic value, not realizing that sustainability can—and should—also be a part of the equation. That’s why it’s crucial to educate executives about a sustainable value chain and arm them with information.

Cost-Benefit 52

Cost-Benefit Risk Risk Management Manufacturing 52

DataRobot

JANUARY 18, 2022

Compounding the doorway effect is cue-dependent forgetting , the failure to recall information without memory cues. When removed from our usual work environment to participate in an AI project, there is the risk that strategic business goals and everyday business rules will be forgotten. AI impact statements are not always necessary.

Risk Management 52

Risk Management Risk Data-driven Metrics 52

Smart Data Collective

JUNE 3, 2021

Analytics tools enable companies to assess the performance of employees across various metrics and find ways to improve performance. Making better risk assessments. Risk management is one of the most important elements of financial planning. Analytics tools help companies develop better risk scoring models.

Management 90

Management Finance Analytics Analytics Technologies 90

CIO Business Intelligence

MARCH 9, 2023

Pricing models and metrics can also be complex, making it difficult to understand when additional costs might kick in, Alexander says. The sell side typically has the information advantage.” Deals done by IT departments alone provide leading-edge technology but often at high cost and legal risk.

Cost-Benefit 116

Cost-Benefit Risk Uncertainty Technology 116

Alation

OCTOBER 26, 2021

They need trusted data to drive reliable reporting, decision-making, and risk reduction. Consistent, reliable reporting can then drive more positive outcomes for the entire business, including improved compliance, risk reduction, and increased revenue. “We This is because accurate data is “table stakes” for finance teams.

Finance 52

Finance Data Transformation Enterprise Metrics 52

Jet Global

MAY 11, 2021

May 11, 2021 – In the early days of the pandemic, cash flow management took center stage for many businesses and risk management continues to be a priority this year as business leaders depend more than ever on finance teams for decision-making support. Visit insightsoftware.com for more information. RALEIGH, N.C. –

Finance 98

Finance Technology Forecasting Uncertainty 98

Cloudera

AUGUST 25, 2020

One of the key takeaways from recent times that should be considered into the future, is that banks need to rethink how they look at tail risk or extreme events that rarely happen. . This is critically important for predicting risk exposures. Prescriptive analytics provides decision-makers with thousands of potential future scenarios.

Prescriptive Analytics 70

Prescriptive Analytics Technology Machine Learning Risk 70