CIO Business Intelligence

APRIL 10, 2025

Cost transparency and accurate budget forecasting are two major parts of the TBM framework, Guarini says. Energy use has become an important expense to monitor as well, along with more traditional IT costs and risk management. Its important for organizations to carefully monitor consumption and usage, Maddaloni says.

ROI 100

ROI Optimization Risk Management Forecasting 100

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. Forecast Time Series at Scale with Google BigQuery and DataRobot.

Experimentation 145

Experimentation Forecasting Data-driven Machine Learning 145

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. Paul Boynton, co-founder and COO of Company Search Inc.,

Sales 143

Sales Metrics Data-driven Unstructured Data 143

O'Reilly on Data

JANUARY 22, 2019

Errors in analysis and forecasting may arise from any of the following modeling issues: using an inappropriate functional form, inputting inaccurate parameters, or failing to adapt to structural changes in the market. Time-variant distributions for asset values and risks are the rule, not the exception.

Modeling 213

Modeling Finance Uncertainty Data mining 213

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

MAY 20, 2025

They found that AI has potential to: Improve accuracy around inventory management and business forecasting. Enable :This includes processes associated with SCM such as business rules, facilities performance, data resources, contracts, compliance, and risk management. This includes post-delivery customer support processes.

Modeling 104

Modeling Management Metrics Measurement 104

CIO Business Intelligence

FEBRUARY 20, 2025

Solid reporting provides transparent, consistent and combined HR metrics essential for strategic planning, risk management and the management of HR measures. It ensures that all relevant data and information is consolidated, evaluated and presented in a clear and concise form.

Big Data 84

Big Data Measurement Visualization Machine Learning 84

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. There are IoT solutions that can assist them in collecting data and performing analytics for inventory management. l Improved Risk Management.

IoT 145

IoT Internet of Things Cost-Benefit Consulting 145

John Wheeler

JANUARY 30, 2020

2020 marks Gartner’s fifth year of integrated risk management (IRM) technology coverage and the market continues to grow at a rapid pace. As a result, IRM technology and services market forecast for 2020 is $7.3 These new digital products and services create a host of new risks that require IRM technology.

Marketing 80

Marketing Risk Management Digital Transformation Risk 80

John Wheeler

MARCH 6, 2019

It has been 5 years since Gartner embarked on the journey to enhance our coverage of the risk management technology marketplace. That journey included in-depth survey research and countless interactions with our end-user clients to understand their need to better manage strategic, operational and IT/cybersecurity risks.

Risk Management 77

Risk Management Risk Data-driven Marketing 77

CIO Business Intelligence

DECEMBER 14, 2023

Additionally, generative AI can help with demand forecasting by using historical data to predict demand fluctuations and improve inventory management. Risk management Manufacturing operations are inherently prone to risks and disruptions, such as cyber vulnerabilities, operational safety, and others.

Manufacturing 143

Manufacturing Cost-Benefit Unstructured Data Optimization 143

Smart Data Collective

AUGUST 30, 2023

The study indicates that over one-third of non-PSA users are poised to transition to a PSA system within the next three years, aligning with forecasts that the PSA market will double during this period. Notably, firms that have adopted PSA systems report a 7% higher utilization rate compared to those predominantly reliant on spreadsheets.

Software 123

Software Technology Consulting Forecasting 123

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 Data Science 137

John Wheeler

JULY 15, 2019

Gartner kicked-off it’s global series of 2019 Security & Risk Management Summit Conferences last month in Washington, DC. It’s here where we receive direct feedback from both technology providers as well as end-users on emerging trends and technologies for security and risk management. Source: Gartner.

Risk Management 60

Risk Management Risk Forecasting Management 60

Cloudera

MARCH 2, 2022

Risk management is a highly dynamic discipline these days. Similarly, the European Central Bank is issuing stress testing requirements related to climate risk given the potential economic shifts related to addressing climate change. Stress testing is a particular area that has become even more important throughout the pandemic.

Testing 95

Testing Management Risk Management Forecasting 95

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 ). billion by 2032.

Unstructured Data 119

Unstructured Data Cost-Benefit Risk Data-driven 119

IBM Big Data Hub

MARCH 25, 2024

For other financial services firms outside of the insurance sector, property accepted as loan security might face climate-related risks as well. Longer-term local climate change risks might still devalue property that hasn’t suffered damage. As a result, their market would shrink.

Insurance 85

Insurance Forecasting Risk Risk Management 85

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. These observations would have spanned a distribution, which the model leveraged to make its forecasts.

Risk 59

Risk Modeling Metrics Measurement 59

CIO Business Intelligence

MARCH 19, 2025

If sustainability-related data projects fail to demonstrate a clear financial impact, they risk being deprioritized in favor of more immediate business concerns. Insufficient resource allocation for ESG data initiatives Managing sustainability data requires robust governance, analytics capabilities and cross-functional collaboration.

IT 59

IT Data Governance Data-driven Metrics 59

IBM Big Data Hub

MAY 1, 2024

From demand forecasting to route optimization, inventory management and risk mitigation, the applications of generative AI are limitless. Generative AI, with its ability to autonomously generate solutions to complex problems, will revolutionize every aspect of the supply chain landscape.

Forecasting 78

Forecasting Optimization Digital Transformation Risk 78

CIO Business Intelligence

MAY 9, 2022

Holistic, multi-dimensional collaboration delivers the highest total value, considering cost, speed, risk, quality, and overall customer experience. It includes order collaboration, forecast, capacity, inventory, quality, and cost collaboration with suppliers. Better risk management and control.

Cost-Benefit 98

Cost-Benefit Forecasting Risk Management Optimization 98

John Wheeler

AUGUST 17, 2021

The world of risk is growing more complex and dynamic as organizations navigate challenges associated with COVID-19, privacy, ethics and compliance, ESG, cybersecurity and digital business. These challenges continue to drive Gartner client demand and inquiry for integrated risk management (IRM) products and services.

Risk Management 52

Risk Management Risk Forecasting Publishing 52

datapine

MARCH 31, 2022

S/He is responsible for providing cost-effective solutions to achieve business objectives, comparing operational progress against project development while assisting in planning budgets, forecasts, timelines, and developing reports on performance metrics. They can help a company forecast demand, or anticipate fraud. BI Data Scientist.

Business Intelligence 239

Business Intelligence Statistics Visualization Data-driven 239

CIO Business Intelligence

JUNE 26, 2023

Machine-managed risk Risk management is a top-of-mind issue for all financial services firms. Analytics powered by machine learning (ML) lets business leaders assess risk according to a wide variety of variables, many of which are not intuitively obvious.

Data-driven 98

Data-driven Insurance Risk Risk Management 98

John Wheeler

JANUARY 31, 2021

Regulations were set aside and associated technological and business risks were given low priority to help with the larger effort to “slow the spread” of the virus. They must evaluate the value of their digital initiatives while determining the size of their risk appetite. Cool Vendors in Integrated Risk Management.

Uncertainty 59

Uncertainty Risk Management Risk Forecasting 59

John Wheeler

AUGUST 18, 2020

This month, we continue our “20 for 20” theme by highlighting the top 20 “most read” research publications in our integrated risk management (IRM) compendium. Magic Quadrant for Integrated Risk Management, 2018. Magic Quadrant for Integrated Risk Management Solutions, 2019.

Risk Management 52

Risk Management Snapshot Risk Forecasting 52

CIO Business Intelligence

FEBRUARY 20, 2024

Microsoft Copilot can bring to bear a range of capabilities to help manufacturers mitigate risk, manage their inventory, improve planning, and make informed decisions quickly across the entire supply chain.

Manufacturing 98

Manufacturing Sales Risk Management Forecasting 98

DataRobot Blog

JUNE 1, 2022

Dive into AI-powered forecasting, code first AI, aligning to a model risk management framework, and leveraging differentiated geospatial data for location AI. Join data science breakout session tracks to spark ideas for your next AI project. Direct Access to AI Product Experts.

Machine Learning 119

Machine Learning Data-driven Risk Management Risk 119

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. Automation Automation can streamline supply chain operations, from order fulfillment to inventory tracking.

Strategy 81

Strategy Management Forecasting Internet of Things 81

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

DECEMBER 5, 2022

Project management steps Project management is broken down into five phases or life cycle. Each phase intersects with any of 10 knowledge areas, which include: integration, scope, time, cost, quality, human resources, communication, risk procurement, and stakeholder management. Revisit, review, re-forecast.

Management 134

Management Cost-Benefit Key Performance Indicator Software 134

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. RALEIGH, N.C. – Visit insightsoftware.com for more information.

Finance 98

Finance Technology Forecasting Uncertainty 98

CIO Business Intelligence

DECEMBER 7, 2022

We haven’t changed our forecast in three quarters,” he says, noting that the US gross domestic product (GDP) is, technically, already in recession territory and has been for the past six months. For the immediate future, Lovelock says, budget issues will be, if not completely stable, at least manageable.

IT 132

IT Insurance Cost-Benefit Risk Management 132

erwin

APRIL 29, 2020

For example, the marketing department uses demographics and customer behavior to forecast sales. For example, capital markets trading firms must understand their data’s origins and history to support risk management, data governance and reporting for various regulations such as BCBS 239 and MiFID II. Data Governance.

Key Performance Indicator 111

Key Performance Indicator Metadata Data Governance Data Quality 111

IBM Big Data Hub

JUNE 29, 2023

Integrated planning incorporates supply chain planning, demand planning, and demand forecasts so the company can quickly assess the impact on inventory levels, supply chain logistics, production plans, and customer service capacity. A retail company experiences a sudden surge in online sales due to a viral social media campaign.

Key Performance Indicator 76

Key Performance Indicator Forecasting Sales Data Integration 76

Smart Data Collective

FEBRUARY 2, 2021

By tracking patients’ health, drug interactions, and forecasting their needs, Big Data helps medical institutions deliver targeted solutions. Moreover, the use of data in talent acquisition helps build more relevant offers, increases retention, and forecast talent demand. Public services.

Big Data 106

Big Data Recreation/Entertainment Cost-Benefit Finance 106

CIO Business Intelligence

APRIL 12, 2022

Traditional supply chain analytics and decision-making focused on risk avoidance and control. The more data you have, the more costs you save.

IoT 105

IoT Analytics Manufacturing Internet of Things 105