DataRobot Blog

SEPTEMBER 1, 2022

IDC 2 predicts that by 2024, 60% of enterprises would have operationalized their ML workflows by using MLOps. Imagine yourself as a pilot operating aircraft through a thunderstorm; you have all the dashboards and automated systems that inform you about any risks. Model Observability with Custom Metrics.

Metrics 145

Metrics Statistics Modeling Data Science 145

CIO Business Intelligence

NOVEMBER 6, 2023

Managers looking toward 2024 and beyond certainly have a full plate. Here are eight key ideas to consider that can help you prioritize, adapt, and thrive in 2024 and beyond. In this evolving IT investment landscape, the definition of risk has not changed, but the timeframe for response has shortened.”

IT 139

IT Risk Technology Measurement 139

IBM Big Data Hub

MARCH 4, 2024

In 2024, companies confront significant disruption, requiring them to redefine labor productivity to prevent unrealized revenue, safeguard the software supply chain from attacks, and embed sustainability into operations to maintain competitiveness. Otherwise, the risks become too significant.

Enterprise 105

Enterprise ROI Risk Strategy 105

IBM Big Data Hub

NOVEMBER 27, 2023

next generation studio for AI builders will follow in early 2024, making the full watsonx platform available on AWS. Watsonx.governance can also help manage these models against regulatory guidelines and risks tied to the model itself and the application using it. The watsonx.governance toolkit and watsonx.ai

Consulting 78

Consulting Software Optimization Metrics 78

CIO Business Intelligence

JULY 31, 2023

What major challenges and risks stand between the current state and the vision? Aim to define three to five objectives that together envelop projects proposed for 2024, ongoing and new. Hint: Be ready to explain any increase in this metric. Not sure where to start? Try your competitors’ publications.

Strategy 98

Strategy IT Cost-Benefit Finance 98

IBM Big Data Hub

DECEMBER 12, 2023

With a better understanding of asset health and the risks to address with proactive maintenance, Sund & Baelt estimates that they can increase the lifetime of bridges, tunnels and other assets while decreasing their total carbon footprint.

Management 75

Management Cost-Benefit Optimization Strategy 75

CIO Business Intelligence

NOVEMBER 15, 2023

By Gartner’s estimations, overall IT spending will grow in 2024 by 8%, more than double that of 2022 and 2023—2.9% Few metrics provide a fairer judgment of IT, given how inseparable its contributions are from the unnumbered activities of other departments. In many companies, it’s among the largest lines on the income statement.

Publishing 124

Publishing Reporting IT Finance 124

IBM Big Data Hub

FEBRUARY 15, 2024

It refers to a set of metrics used to measure an organization’s environmental and social impact and has become increasingly important as it relates to a company’s business model, risk management strategy , reporting requirements and more. This lack of meaningful metrics isn’t necessarily by design, though.

Reporting 83

Reporting Consulting Risk Metrics 83

FineReport

APRIL 9, 2024

The implementation of robust healthcare data management strategies is imperative to mitigate the risks associated with data breaches and non-compliance. Healthcare data visualization tools play a vital role in presenting performance metrics and outcome indicators in a visually accessible format.

Digital Transformation 52

Digital Transformation Business Intelligence Data-driven Visualization 52

IBM Big Data Hub

APRIL 25, 2024

Steps for improving output quality involve implementing quality control measures, fostering a culture of continuous improvement, and using customer feedback and other metrics to drive innovation. Frustrated customers were left stranded in call lines and Bouygues at risk of being replaced by its competitors. The result?

Cost-Benefit 61

Cost-Benefit Finance Optimization Key Performance Indicator 61

CIO Business Intelligence

AUGUST 9, 2023

Most CEOs (72%) continue to prioritize digital investments, according to the 2022 CEO Outlook report from KPMG, in part due to concerns about emerging and disruptive technology, a top three risk to organizational growth. Other research confirms the imperatives for engaging in digital transformation.

Digital Transformation 137

Digital Transformation Strategy Data-driven Consulting 137

Jet Global

SEPTEMBER 10, 2020

That’s why Gartner tells us that b y 2024, 70 percent of new financial planning and analysis projects will become extended planning and analysis (xP&A) projects—where multiple inputs from across the organization become the levers finance teams can use to make the right strategic planning decisions.

Forecasting 52

Forecasting Finance Uncertainty Sales 52

FineReport

APRIL 24, 2024

By presenting comprehensive insights through visualizations, decision-makers can assess trends, risks, and opportunities with greater clarity. Visualizations offer decision-makers a holistic view of organizational metrics and performance indicators, enabling them to identify patterns, anomalies, and potential opportunities with clarity.

Visualization 52

Visualization Dashboards Interactive Key Performance Indicator 52

IBM Big Data Hub

FEBRUARY 8, 2024

The European Parliament reached a provisional agreement on the EU AI Act in December 2023, it is now making its way through the final phases of the legislative process and is expected to rollout in stages in the second half of 2024. Higher risk tiers have more transparency requirements including model evaluation, documentation and reporting.

Risk Management 79

Risk Management Risk Metrics Machine Learning 79

IBM Big Data Hub

APRIL 3, 2024

On March 6, 2024, the US Securities and Exchange Commission (SEC) adopted rules to enhance and standardize climate-related disclosures by public companies and in public offerings. The commission’s adoption of the rules is two years in the making.

Risk 56

Risk Gap analysis Reporting Risk Management 56

IBM Big Data Hub

JUNE 1, 2023

The rule proposal would require US publicly traded companies to disclose annually how their businesses are assessing, measuring and managing climate-related risks. This would include disclosure of greenhouse gas emissions as a measure of exposure to climate-related risk.

Risk 58

Risk Reporting Measurement Finance 58

IBM Big Data Hub

APRIL 21, 2023

The Corporate Sustainability Reporting Directive (CSRD) reached a provisional political agreement in June 2022, signaling it will take effect in January 2024 for all relevant companies. Companies that are already subject to the NFRD will need to report on 2024 data (reporting year 2025). CSRD on track to enter into force in 2024.

Reporting 44

Reporting Metrics Risk Strategy 44

CIO Business Intelligence

DECEMBER 21, 2022

While the scope of ESG is of course much broader than environmental sustainability, the need for speed here is particularly heightened as the SEC moves to enact rules that will require publicly traded companies to disclose their emissions data as early as 2024. For many CIOs today, the first question often is: Where do I start?

Metrics 105

Metrics Data Governance Reporting Dashboards 105

IBM Big Data Hub

FEBRUARY 22, 2024

Defense leaders focused on operationalizing the responsible curation of AI must first agree upon a shared vocabulary—a common culture that guides safe, responsible use of AI—before they implement technological solutions and guardrails that mitigate risk. Designate accountable people to mitigate these risks.

Metadata 100

Metadata Measurement Risk Modeling 100

DataRobot Blog

MARCH 23, 2023

This is why businesses are increasingly investing in machine learning operations (MLOps): IDC predicts by 2024, 60% of enterprises will have operationalized their ML workflows by using MLOps. Use a cost-benefit analysis to explore ROI and risk. 2 What Is MLOps and How Does It Help?

Machine Learning 52

Machine Learning Cost-Benefit Modeling Testing 52

DataRobot Blog

DECEMBER 1, 2022

1 globally by 2024, companies should consider that more marketing does not necessarily lead to more customers acquisition. Next, choose your target variable—in this instance it is automatically detected as a classification problem and an optimization metric is recommended. With digital marketing spend projected to reach $692.3B

Machine Learning 52

Machine Learning Marketing Modeling Statistics 52

AWS Big Data

JANUARY 31, 2024

On February 5, 2024, the Securities Industry Automation Corporation (SIAC) is set to upgrade the OPRA feed from 48 to 96 multicast channels. With 18 active US Options exchanges and over 1.5 million eligible contracts, OPRA plays a pivotal role in providing comprehensive market data.

Marketing 86

Marketing Analytics Visualization Strategy 86

CIO Business Intelligence

APRIL 15, 2024

Nimesh Mehta, SVP and chief information and strategy officer, National Life Group National Life Group The 2024 State of CIO research clearly depicts a more prominent, business-centric role for IT leadership. “For CIOs, understanding the business is table stakes — now we’re expected to change the business, not just technology.”

Digital Transformation 130

Digital Transformation Strategy Technology Enterprise 130

Andrew White

JANUARY 12, 2021

Predicts 2021: Data and Analytics Leaders Are Poised for Success but Risk an Uncertain Future : By 2023, 50% of chief digital officers in enterprises without a chief data officer (CDO) will need to become the de facto CDO to succeed. By 2024, 10% of digital commerce orders will be predicted and initiated by AI.

Analytics 144

Analytics Metadata Enterprise Data-driven 144

Andrew White

JANUARY 9, 2022

This is the same for scope, outcomes/metrics, practices, organization/roles, and technology. Here too is a blog ( By 2024, 60% of the data used for the de­vel­op­ment of AI and an­a­lyt­ics projects will be syn­thet­i­cally gen­er­ated ) of mine on the topic. This is flat wrong.

Analytics 64

Analytics Measurement Modeling Data-driven 64

datapine

NOVEMBER 27, 2019

This is one of the major trends chosen by Gartner in their 2020 Strategic Technology Trends report , combining AI with autonomous things and hyperautomation, and concentrating on the level of security in which AI risks of developing vulnerable points of attacks. Industries harness predictive analytics in different ways.

Business Intelligence 361

Business Intelligence Analytics Prescriptive Analytics Data Quality 361

datapine

DECEMBER 4, 2019

Applied to business, it is used to analyze current and historical data in order to better understand customers, products, and partners and to identify potential risks and opportunities for a company. BN by the end of 2024, according to MarketWatch. In fact, the market size is expected to reach $6.0

Business Intelligence 212

Business Intelligence Prescriptive Analytics Analytics Predictive Analytics 212

Jet Global

MARCH 25, 2024

Now that we have defined what a hospital KPI is and why it is important, let’s discuss what it takes to choose the most effective metrics. The second step in creating a KPI monitoring program is choosing a few metrics within each area of your business. This way you can allocate the right amount of resources to monitoring each metric.

Reporting 52

Reporting KPI Key Performance Indicator Metrics 52

Jet Global

MARCH 23, 2024

The constituents cannot hold their government responsible without having access to periodic reporting on key performance metrics. They indicate the expected level of performance by attaching a target to each metric. Cross-sectional metrics : Ensure that you have KPIs for every department within the organization.

Reporting 52

Reporting KPI Metrics Measurement 52

Jet Global

NOVEMBER 7, 2023

Now, as we head into 2024, CFOs continue to seek balance and efficiency through digital transformation. Cash metrics and liquidity show a company’s ability to weather financial challenges and satisfy its short-term obligations, both attractive qualities for investors during uncertain economic times.

Finance 52

Finance Uncertainty Reporting Marketing 52

Jet Global

FEBRUARY 1, 2024

Forrester Research predicts that the embedded analytics market will hit $16 billion in 2024. See the Future with Predictive Analytics In today’s volatile market, anticipating trends and minimizing risks is key. Provide clear, customizable overviews of key metrics and empower your customers to track their specific goals.

Analytics 52

Analytics Dashboards Reporting Marketing 52

Jet Global

AUGUST 3, 2022

It’s a set of standards through which companies can report metrics that indicate how well their activities align with issues of environmental stewardship and social issues. Firms that can demonstrate favorable ESG metrics will be more likely to receive funding. ESG stands for “environmental, social, and governance.”

Finance 52

Finance Reporting Metrics Software 52