Smart Data Collective

SEPTEMBER 17, 2020

Typically, this approach is essential, especially for the banking and finance sector in today’s world. Right now, Big Data tools are continuously being incorporated in the finance and banking sector. Here are a few of the advantages of Big Data in the banking and financial industry: Improvement in risk management operations.

Big Data 143

Big Data Finance Risk Management Risk 143

Dataiku

OCTOBER 6, 2023

In July 2023, the Natural Language Processing for Sustainable Finance research group — NLP4SF — held its launch, and I had the privilege of attending.

Finance 64

Finance Risk IT 64

Smart Data Collective

NOVEMBER 22, 2021

Securing financing is a huge example. Data analytics technology is helping more companies get the financing that they need for a variety of purposes. One of the most important benefits of big data involves getting financing for new equipment. The Growing Importance of Using Big Data to Finance New Equipment.

Finance 109

Finance Data Analytics Analytics Big Data 109

datapine

MAY 31, 2022

More and more CRM, marketing, and finance-related tools use SaaS business intelligence and technology, and even Adobe’s Creative Suite has adopted the model. This increases the risks that can arise during the implementation or management process. The next part of our cloud computing risks list involves costs.

Risk 237

Risk Cost-Benefit Business Intelligence Data-driven 237

Smart Data Collective

JUNE 19, 2022

Companies are using AI to better understand their customers, recognize ways to manage finances more efficiently and tackle other issues. AI is particularly helpful with managing risks. How AI Can Help Suppliers Manage Risks Better. Failure or Delay Risk. Brand Reputation Risk.

Risk 135

Risk Cost-Benefit Risk Management Manufacturing 135

Cloudera

JUNE 12, 2024

Traditional machine learning (ML) models enhance risk management, credit scoring, anti-money laundering efforts and process automation. Some of the biggest and well-known financial institutions are already realizing value from AI and GenAI: JPMorgan Chase uses AI for personalized virtual assistants and ML models for risk management.

Finance 75

Finance Risk Management Risk Data-driven 75

IBM Big Data Hub

JUNE 23, 2023

Whether you’re a CFO, an accountant, a financial analyst or a business partner, artificial intelligence (AI) can help improve your finance strategy, uplift productivity and accelerate business outcomes. Our experts at IBM Consulting are taking a comprehensive look at generative AI for F&A and considering the need to balance risks.

Finance 56

Finance Consulting Data-driven Risk 56

Jedox

OCTOBER 14, 2021

Ask finance and accounting professionals if they would like to do more value adding work and you’ll hear a re-sounding “YES!” This is like a chronic disease of the finance function but unlike most chronical diseases this one has a cure! Why are you in Finance? ″ we need time. ″ we need time. Time & Energy.

Finance 108

Finance Optimization Forecasting Reporting 108

Smart Data Collective

JANUARY 19, 2021

One of the biggest industries that has been affected has been finance. The change that seems most prevailing in terms of technological advancement is in business and finance to kickstart this revolution. The most prominent advancements being business and finance. Bitcoin has been very important for many businesses.

Finance 139

Finance Insurance Uncertainty Marketing 139

CIO Business Intelligence

SEPTEMBER 2, 2022

But financial services companies need skilled IT professionals to help manage the integration of new and emerging technology, while modernizing legacy finance tech. As demand for tech skills grows in the finance industry, certain IT jobs are becoming more sought-after than others. Data engineer.

Finance 98

Finance IT Software Reporting 98

CIO Business Intelligence

AUGUST 31, 2022

But financial services companies need skilled IT professionals to help manage the integration of new and emerging technology, while modernizing legacy finance tech. As demand for tech skills grows in the finance industry, certain IT jobs are becoming more sought-after than others. Data engineer.

Finance 98

Finance IT Software Reporting 98

IBM Big Data Hub

SEPTEMBER 18, 2023

Today, we are seeing significant digital disruption in the business of trade and supply chain financing that is largely influenced by global events and geopolitics, changing regulations, compliance and control requirements, advancements in technology and innovation, and access to capital.

Finance 82

Finance Cost-Benefit Consulting Data-driven 82

IBM Big Data Hub

DECEMBER 8, 2023

.” This same sentiment can be true when it comes to a successful risk mitigation plan. The only way for effective risk reduction is for an organization to use a step-by-step risk mitigation strategy to sort and manage risk, ensuring the organization has a business continuity plan in place for unexpected events.

Risk 67

Risk Strategy Risk Management Insurance 67

Smart Data Collective

FEBRUARY 28, 2023

One of the most important changes pertains to risk parity management. We are going to provide some insights on the benefits of using machine learning for risk parity analysis. However, before we get started, we will provide an overview of the concept of risk parity. What is risk parity? What is risk parity?

Machine Learning 93

Machine Learning Risk Cost-Benefit Marketing 93

Jet Global

DECEMBER 8, 2020

A full Power BI implementation is a large-scale project, and it carries similar risks. If you are considering using Power BI in your organization, here are some key points to keep in mind that impact project risk: 1. Power BI Without the Risk. Power BI Is Highly Complex. That’s a relatively straightforward proposition.

Finance 52

Finance Risk Reporting Software 52

Smart Data Collective

SEPTEMBER 13, 2021

Remote working has also created greater data security risks. Risk assessments. Enterprises must constantly review and address new risks and changes in protecting data. The program defines the categories of data priority from low-risk, to sensitive, to critical. million on damages caused by data breaches. Conclusion.

Risk 128

Risk Strategy Enterprise Finance 128

CIO Business Intelligence

JULY 5, 2023

Addressing semiconductor supply chain risks Even before the most recent supply chain challenges, political leaders around the world have been taking a close look at the current semiconductor supply chain model. Some of that risk is being addressed at national and regional levels, such as the U.S. CHIPS Act and the EU Chips Act.

Risk 96

Risk Manufacturing Cost-Benefit Data Processing 96

Dataiku

FEBRUARY 25, 2021

who will the project benefit, how will it change their current processes and habits), the level of necessary effort, and the likelihood of success (how much risk is involved). When choosing a data science use case , it’s important to identify the potential business value (i.e.,

Finance 93

Finance Data Science Risk Strategy 93

Jedox

MAY 9, 2022

There are glittering promises and lofty expectations of artificial intelligence (AI), yet misconceptions abound regarding its potential impact on the office of finance. Fear of change, specifically technological change, can also inhibit the adoption of artificial intelligence in finance organizations.

Finance 52

Finance Risk Manufacturing Forecasting 52

Jet Global

JULY 5, 2023

The results are in–for the third year in a row, insightsoftware has partnered with Hanover Research to deliver our yearly Finance Team Trends Report. Comparing results across the years shows an incredible journey for finance teams across the globe. Here, we discuss the top trends for finance teams this year.

Finance 52

Finance Uncertainty Reporting Marketing 52

CIO Business Intelligence

NOVEMBER 14, 2024

Businesses in the finance sector generate and manage an enormous amount of data. Cybercriminals recognize the value of consumer data and aim to take advantage of finance firms who are vulnerable. A major reason why is that the finance industry depends heavily on third-party IT providers.

Finance 112

Finance Digital Transformation Risk Machine Learning 112

IBM Big Data Hub

JUNE 23, 2023

While you may have learned about generative artificial intelligence (AI), you may not know what it means for the future of Finance and Accounting (F&A). Well-trained models can ensure that you adhere to predefined rules, standards and guidelines, reducing the risk of errors and eliminating inconsistencies in these narratives.

Finance 58

Finance Reporting Cost-Benefit Modeling 58

David Menninger's Analyst Perspectives

NOVEMBER 12, 2024

The results can be used to uncover the source of bottlenecks, delays, unseen risks and unnecessary workloads that, in turn, allows organizations to institute improvements. Typically, finance and accounting departments have proven to be technology laggards in adopting new methods. The average expected spend for 2024 is 3.7%

Finance 130

Finance Prescriptive Analytics Cost-Benefit Manufacturing 130

DataRobot Blog

NOVEMBER 17, 2022

What’s your AI risk mitigation plan? Just as you wouldn’t set off on a journey without checking the roads, knowing your route, and preparing for possible delays or mishaps, you need a model risk management plan in place for your machine learning projects. Enterprise Ready AI: Managing Governance and Risk. The hard truth is no.

Risk Management 52

Risk Management Risk Modeling Management 52

Smart Data Collective

NOVEMBER 22, 2022

Whether fiat currency always has an inflationary risk because more can always be printed. Bitcoin will never have this inherent risk attached to it. Because of this, you could be buying way too high which can expose you to a lot of unnecessary risks. The Risk to Reward Is Skewed. Limited Supply.

Risk 129

Risk Predictive Analytics Data-driven Marketing 129

Jedox

OCTOBER 24, 2019

Finance professionals regularly try to look in their crystal ball with forecasts and enable the company to have seamless, solid planning. Otherwise you could run the risk of missing your sales targets. This allows identification of opportunities and risks more quickly and derive more detailed recommendations for action.

Forecasting 84

Forecasting Finance Risk Sales 84

Jet Global

NOVEMBER 19, 2020

2020 brought with it a series of events that have increased volatility and risk for most businesses. Let’s look at some of the key risk categories that are often encountered by growing businesses. Credit Risk. Finance, on the other hand, focuses on cash and leverage. Revenue Concentration Risk.

Risk 98

Risk Reporting Enterprise Sales 98

CIO Business Intelligence

MARCH 25, 2022

Policy makers around the world have been recognizing this heightened risk, which has been further amplified by the recent geopolitical tensions. The European Union (EU) has pulled together a proposal for a unified framework to regulate risk management for financial institutions. When having to manage corporate risk, simplicity is key.

Finance 98

Finance KPI Risk IoT 98

bridgei2i

MAY 17, 2021

5 Ways AI Is Transforming The Finance Industry. AI is becoming a powerful ally of the finance sector, offering the opportunity for better and more customized services, cost reduction, examine cash, credit, and investment changes in real-time, and generating new revenue streams. There are multiple benefits of AI in the finance industry.

Finance 52

Finance Risk Management Unstructured Data Cost-Benefit 52

Alation

OCTOBER 26, 2021

Because of the criticality of the data they deal with, we think that finance teams should lead the enterprise adoption of data and analytics solutions. And while some might see finance as the most conservative department in an enterprise, we believe that they can become innovators, driving how their business consumes and uses data.

Finance 52

Finance Data Transformation Enterprise Metrics 52

Cloudera

OCTOBER 20, 2021

The EU has defined a sustainable finance framework to provide guidance and oversight in the goal of becoming the first climate-neutral continent. Firms face critical questions related to these disclosures and how climate risk will affect their institutions. What are the key climate risk measurements and impacts?

Risk 78

Risk Modeling Risk Management Measurement 78

Jet Global

JULY 21, 2020

This is especially true in the world of finance, where businesses generate an overwhelming amount of data. And with automation software constantly improving, implementation in finance has never been easier. 4 Problems Automation Solves for Your Finance Team. What are the benefits of automation? Preventing errors.

Finance 88

Finance Reporting Cost-Benefit Software 88

Jet Global

OCTOBER 8, 2020

Covid-19 has had a hugely disruptive impact on operational finance. The term ‘operational finance’ encapsulates the critical activities associated with order to cash, procure to pay, fixed assets, close, consolidation, and reporting. It also decreases the risk of errors by eliminating disjointed, manual processes.

Finance 98

Finance Reporting Forecasting Uncertainty 98

Jet Global

DECEMBER 21, 2020

In the more modern terminology of business, we could rephrase that to say “be careful about concentration risk.”. When an organization is too reliant on one company or market segment to drive revenue or ensure an adequate product supply, it creates concentration risk. Vendor Concentration Risk. Fourth-Party Concentration Risk.

Risk 98

Risk Sales Reporting Forecasting 98

CIO Business Intelligence

NOVEMBER 26, 2024

Still, IT leaders have their own concerns: Only 39% feel their IT infrastructure is ready to manage future risks and disruptive forces. You may have a finance or [HR] system running on a mainframe that requires a lot of talent and funding to keep running,” Kipp says.

IT 128

IT Recreation/Entertainment Finance Risk 128

Jet Global

MAY 15, 2020

This post will go over both the following explicit and implicit financial KPIs that you should be aware of, how they are calculated, and how financial reporting software can help simplify this process for your finance department: Operating Cash Flow. The Fundamental Finance KPIs and Metrics – Cash Flow. Accounts Payable Turnover.

Metrics 98

Metrics Finance Reporting KPI 98

Smarten

APRIL 18, 2022

and analyzing this information to gain significant insights, predict future outcomes, or even ascertain risk.’. When these reports and tools are combined with the skill and knowledge of an accounting or a finance professional, the results can be profound. transactional data, financial data, investment analysis, etc.)

Finance 52

Finance Slice and Dice Analytics KPI 52