Smart Data Collective

JULY 31, 2022

Traders will have to use it to manage their risks by making more informed decisions. Compared to the Spring Forecast, Russia’s action against Ukraine continues to harm the EU economy, causing weaker growth and greater inflation. in 2023, according to the Summer 2022 (interim) Economic Forecast. in 2022 and 1.5%

Predictive Analytics 145

Predictive Analytics Analytics Uncertainty Forecasting 145

John Wheeler

APRIL 16, 2021

This week, we kicked-off a major research effort to explore current innovations in the rapidly expanding integrated risk management (IRM) market. The culmination of the review effort will be our inaugural “Emerging Technologies: Tech Innovators in IRM, 2021” report slated to publish in late June.

Risk Management 59

Risk Management Risk Management Internet of Things 59

Smart Data Collective

FEBRUARY 14, 2023

Before you can create a strategy, you must determine your risk tolerance. Finding the right balance between risk and reward is all about your establishing personal investment goals. Once you have outlined your risk tolerance, you will have an easier time using predictive analytics tools to improve your asset allocation strategy.

Predictive Analytics 132

Predictive Analytics Management Analytics Uncertainty 132

CIO Business Intelligence

OCTOBER 4, 2023

For enterprises to fully unleash the potential of generative AI and large language models, we need to be frank about its risks and the rapidly escalating effects of those risks. That’s because LLM algorithms are trained on massive text-based datasets, such as millions or billions of words from the Internet and other published sources.

Modeling 131

Modeling Risk Enterprise Forecasting 131

Smart Data Collective

JUNE 4, 2021

The list of rewards and risks is given as input to the algorithm. The algorithm deduces the best approaches to maximize rewards and minimize risks. In data science, various techniques are available for understanding, forecasting time series. Publish Articles. Publishing gives visibility and recognition.

Data Science 133

Data Science Statistics Deep Learning Machine Learning 133

Smart Data Collective

APRIL 10, 2020

Back in 1994, the International Electrical and Electronics Engineering organization published a whitepaper on the benefits of machine learning to address accounting issues. Towards Data Science published a blog post discussing similar research on the topic. Most accounting systems track risk assessments.

Machine Learning 119

Machine Learning Cost-Benefit Big Data Publishing 119

Jedox

SEPTEMBER 3, 2020

The new normal introduced new risks from employee health and safety, supply chain stress and government mandates – all with working capital implications. The room for poor assumptions and missed forecasts shrank. Without this foresight, CFOs risk being left behind with a worldview limited by historic internal data.

Uncertainty 81

Uncertainty Forecasting Digital Transformation Risk 81

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. Without robust data infrastructure, sustainability reporting can become fragmented, leading to inefficiencies and compliance risks.

IT 59

IT Data Governance Data-driven Metrics 59

CIO Business Intelligence

NOVEMBER 2, 2023

Foundry is the publisher of CIO.com. I need to know my forecast. Aytay notes the sales team might want to automate their outbound communications with customers, but using off-the-shelf gen AI could risk leaking proprietary company data into public large language models (LLMs). “If I need to know how many reps I’ve hired.

Data Strategy 137

Data Strategy Strategy Sales Data Governance 137

Smart Data Collective

AUGUST 24, 2022

Business Partner Magazine recently published an article on the growing popularity of bitcoin trading in Albania. Predictive analytics models with these algorithms can be useful for forecasting future bitcoin prices. Invest in different kinds of assets so that you can minimize your risk. Do not put all your eggs in one basket.

Predictive Analytics 132

Predictive Analytics Analytics Marketing Analytics Technologies 132

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

CIO Business Intelligence

JULY 11, 2022

According to a recent study published by Dell’Oro Group, the worldwide sales of SD-WAN technologies are forecasted to grow at double-digit rates over each of the next five years to surpass $3.2 As security perimeters evolve, every access point and network element becomes a potential risk for security breach. billion in 2024.

Risk 98

Risk Cost-Benefit Enterprise Optimization 98

CIO Business Intelligence

FEBRUARY 13, 2023

IDC is forecasting a 5.1% Still, worldwide spending on all telecom services (fixed, mobile, voice, and data) is forecast to increase 2.3% growth,’’ the firm wrote in a newly-published report on worldwide IT spending in Q4 22. There are indications the voice market is slowing. in 2023, the firm says.

IT 145

IT Insurance Machine Learning Marketing 145

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. Year Published. Magic Quadrant for Integrated Risk Management, 2018. Magic Quadrant for Integrated Risk Management, 2018. Publication Title.

Risk Management 52

Risk Management Snapshot Risk Forecasting 52

Smarten

OCTOBER 10, 2023

Gartner defines Data and Analytics (D&A) as, ‘…the ways organizations manage data to support all its uses, and analyze data to improve decisions, business processes and outcomes, such as discovering new business risks, challenges and opportunities.’

Reporting 69

Reporting Analytics Forecasting Data Integration 69

CIO Business Intelligence

MAY 24, 2023

The first published data governance framework was the work of Gwen Thomas, who founded the Data Governance Institute (DGI) and put her opus online in 2003. And two decades after the first published data governance framework, a new version was put online. I had been asked to help Coors Beer prepare for upcoming Sarbanes-Oxley audits.

Data Governance 118

Data Governance Data Quality Data Collection Publishing 118

CIO Business Intelligence

JULY 18, 2023

It was when Nvidia reported strong results for the three months to April 30, 2023, and forecast that its sales could jump by 50% in the following fiscal quarter, that its stock market valuation soared, catapulting it into the exclusive trillion-dollar club alongside well-known tech giants Alphabet, Amazon, Apple, and Microsoft.

Manufacturing 98

Manufacturing Forecasting Marketing Testing 98

Cloudera

SEPTEMBER 11, 2020

demand forecasting) based solely on historical transaction data – really missed the mark. The need to start better leveraging external data, working with broader data sets inclusive of incremental ‘demand signals,’ is no longer a ‘nice to have’ in order to improve forecast accuracy and inventory optimization. Supply-side.

Manufacturing 92

Manufacturing Forecasting Digital Transformation Sales 92

Smart Data Collective

JULY 9, 2023

Several organizations and research firms publish e-commerce conversion rate benchmarks based on industry data and trends. Predictive Analytics for Conversion Rate Forecasting Predicting Customer Behavior with Historical Data You can predict customer behavior and adjust your strategies by analyzing historical data and identifying patterns.

Optimization 97

Optimization Data Analytics Analytics Data-driven 97

John Wheeler

APRIL 14, 2020

Interestingly, integrated risk management (IRM) topped the list as a result of increasing interest in business continuity, environment, health & safety (EH&S) and third-party risk management. Also, we will be publishing more of our emerging technologies research and updated technology market forecasts in the very near future.

Technology 59

Technology Risk Management Risk Forecasting 59

datapine

JANUARY 18, 2023

With the use of the right BI reporting tool businesses can generate various types of analytical reports that include accurate forecasts via predictive analytics technologies. Digital Media Report The content and communications you publish are critical to your ongoing success, regardless of your sector, niche, or specialty.

Reporting 201

Reporting Metrics Dashboards Visualization 201

CIO Business Intelligence

APRIL 29, 2024

In fact, CIOs listed numerous roadblocks to IT strategic success in the 2024 State of the CIO Study from Foundry, publisher of CIO.com. CIOs must redirect resources when technologies as revolutionary as generative AI come to market or risk falling behind or becoming obsolete — in which case, hitting other strategic goals won’t matter much.

IT 128

IT Consulting Technology Strategy 128

CIO Business Intelligence

MARCH 16, 2022

IT executives see talent shortage as the most significant adoption barrier to 64% of emerging technologies, ahead of implementation cost (29%) or security risk (7%), according to a September 2021 Gartner survey. CIO.com India asked IT leaders from different industries about the strategies they use to forecast which skills they will need.

Forecasting 98

Forecasting Machine Learning Technology Enterprise 98

Smart Data Collective

SEPTEMBER 25, 2019

However, according to a 2018 North American report published by Shred-It, the majority of business leaders believe data breach risks are higher when people work remotely. A market forecast from Grand View Research assessed the encryption software market and gave a projection for the period from 2019-2025.

Technology 102

Technology Statistics Strategy Insurance 102

CIO Business Intelligence

SEPTEMBER 20, 2023

Agile is an amazing risk management tool for managing uncertainty, but that’s not always obvious.” The key is recognizing that planning must be an agile discipline, not a standalone activity performed independently of agile teams. They are afraid of failure and the uncertainty of knowledge work, and so that’s stressful.

Digital Transformation 135

Digital Transformation Uncertainty Metrics Business Objectives 135

Smart Data Collective

JULY 2, 2019

IBM recently published a fascinating paper on the applications of big data for solar and other green energy sources. Most forecasts indicate that it is going to increase. Big data is playing a surprisingly important role in the evolution of renewable energy. Global Experts Weigh in On Renewable Energy Dependence on Big Data.

Data Analytics 97

Data Analytics Internet of Things Analytics Big Data 97

Jet Global

JUNE 22, 2023

Another nice aspect of the blog is that it frequently publishes the results of surveys conducted by the CFOSP. Recommended Post: [link] As a CFO, it is your job to address the financial risk of your business. This blog post talks about the benefits of having an external CFO conduct risk analysis on your business for you.

KPI 105

KPI Finance Dashboards Digital Transformation 105

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 makes it hard to assess climate risks, mitigation efforts and other initiatives.

Reporting 78

Reporting Consulting Risk Metrics 78

AWS Big Data

OCTOBER 11, 2023

Under the Transparency in Coverage (TCR) rule , hospitals and payors to publish their pricing data in a machine-readable format. This is due to the complexity of the JSON structure, contracts, and the risk evaluation process on the payor side.

Visualization 110

Visualization Dashboards Data-driven Gap analysis 110

Alation

SEPTEMBER 29, 2021

It’s been one year since we’ve started publishing the Alation State of Data Culture report, and uncertainty still remains the only sure thing. They include missing out on new revenue opportunities, poorly forecasting performance, and making bad investments. Ignoring data also causes blind spots.

Reporting 69

Reporting Uncertainty Data-driven Data Governance 69

Smart Data Collective

DECEMBER 5, 2019

In June, Aviation Today published a great article on the state of machine learning and AI in the airline industry. These systems have been heralded by many for their ability to forecast demand, allowing airlines to manage the availability of inventory, a.k.a. seats on planes.

Machine Learning 94

Machine Learning Cost-Benefit Strategy Insurance 94

Jet Global

JUNE 20, 2023

But are the risks worth the potential payoff? Some of the reports a product manager is expected to produce—and deliver with short turnaround times—are accurate sales forecasts and predictive models outlining customer needs. So, how do they produce all these forecasts quickly, with accuracy?

Management 52

Management Forecasting Risk Sales 52

Jet Global

NOVEMBER 17, 2021

The purpose of tax and transfer pricing software is to solve the problems faced by teams who are still managing processes, such as forecasting and preparing year-end tax results using manual methods or spreadsheets. Some of the ways they can do this are to: Reduce risk in the tax filing process, whether that’s fiscal or reputational.

Forecasting 52

Forecasting Cost-Benefit Digital Transformation Finance 52

Jet Global

APRIL 7, 2020

Some of these tools even support bidirectional data flow (for example, uploading sales forecasts or budget numbers back to an ERP system). This helps your business keep a clear sense of costs, forecasts, and more no matter where in the world individuals are operating from. Collaborative reporting tools virtually eliminate those risks.

Reporting 64

Reporting Slice and Dice Finance Cost-Benefit 64

Smarten

NOVEMBER 19, 2018

Today’s self-serve predictive analytics and forecasting tools are designed to support business users and data analysts alike. Predictive analytics is the process of forecasting or predicting business results for planning purposes. No longer is this process the sole responsibility of data scientists or IT staff.

Business Objectives 40

Business Objectives Predictive Analytics Analytics Forecasting 40

BizAcuity

MARCH 31, 2022

There have been so many articles published about AI and its applications, you can find millions of articles from broad concepts to deep technical literature on the internet. 85% of AI (marketing) projects fail due to risk, confusion, and lack of upskilling among marketing teams.(Source: Source: Gartner Research). Source: PwC).

Data Analytics 52

Data Analytics Analytics Prescriptive Analytics Predictive Analytics 52

IBM Big Data Hub

AUGUST 7, 2023

This article, part of the IBM and Pfizer’s series on the application of AI techniques to improve clinical trial performance, focuses on enrollment and real-time forecasting. This is in line with existing sector benchmarks. Often larger or established teams shy away from integrating AI due to complexities in rollout and validation.

Optimization 55

Optimization Forecasting Data-driven Statistics 55