CIO Business Intelligence

MARCH 6, 2024

What has IT’s role been in the transformation to a SaaS model? We built that end-to-end data model and process from scratch while we ran the old business. We knew we had a unique opportunity to build a new end-to-end architecture with a common AI-powered data model. Today, we’re a $1.6 Today, we’re a $1.6

Modeling 116

Modeling Management IT Metrics 116

Paris Technologies

APRIL 29, 2024

Learn to build a powerful income statement model from scratch using Excel. Overcome finance challenges with PowerExcel Personal. Watch Gareth's tutorial!

Modeling 52

Modeling Finance Management 52

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. Big Data can efficiently enhance the ways firms utilize predictive models in the risk management discipline. The Role of Big Data.

Big Data 141

Big Data Finance Risk Management Risk 141

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). As you encounter new generative AI solutions and unique AI foundation models for F&A, you may find yourself overwhelmed by all the options.

Finance 61

Finance Reporting Cost-Benefit Modeling 61

Analytics Vidhya

APRIL 14, 2023

Artificial Intelligence (AI) has revolutionized several fields, from healthcare and finance to gaming and transportation. Recently, researchers have shown that OpenAI’s generative AI model, GPT-4, has the capability to do scientific research all on its own!

Finance 306

Finance Modeling Analytics Experimentation 306

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

Analytics Vidhya

JUNE 21, 2023

Introduction Time-series forecasting plays a crucial role in various domains, including finance, weather prediction, stock market analysis, and resource planning. In recent years, attention mechanisms have emerged as a powerful tool for improving the performance of time-series forecasting models.

Forecasting 314

Forecasting Finance Optimization Modeling 314

Jedox

OCTOBER 19, 2021

Change is happening in Finance, and we have outlined both how the mindset should change and how to create time and energy for doing more value-adding work. Especially if you are a CFO and looking at your finance function and thinking how you can transform it to Finance 4.0. Role modeling. Working the four dimensions.

Finance 77

Finance Modeling IT 77

CIO Business Intelligence

MARCH 25, 2024

Modern digital organisations tend to use an agile approach to delivery, with cross-functional teams, product-based operating models , and persistent funding. But to deliver transformative initiatives, CIOs need to embrace the agile, product-based approach, and that means convincing the CFO to switch to a persistent funding model.

Modeling 124

Modeling Cost-Benefit IT ROI 124

Jedox

MAY 17, 2022

Predictive Analytics Example in Finance. The first three techniques have the same thing in common: they take existing data and attempt to use it to build future-facing models. In finance, we know there are annual events that substantially impact our data, like IRS filing deadlines. Table of Contents.

Predictive Analytics 83

Predictive Analytics Finance Analytics Forecasting 83

Jet Global

MAY 20, 2020

Now more than ever, Finance teams need to stay agile and adapt to rapidly changing business conditions. Join our free webinar on May 28 to learn how you can: Extend planning and reporting beyond finance. Join our free webinar on May 28 to learn how you can: Extend planning and reporting beyond finance. Register Now.

Finance 98

Finance Forecasting Reporting Modeling 98

Jet Global

AUGUST 6, 2020

The capabilities of these innovative solutions unlock efficiencies and performance power to help finance departments deliver more value to their organizations. In general, finance departments should seek out solutions that offer dynamic modeling capabilities, and financial applications that cover the core principles of FP&A: Revenue.

Finance 90

Finance Software Strategy Enterprise 90

Analytics Vidhya

AUGUST 2, 2022

Introduction In the modern day, where there is a colossal amount of data at our disposal, using ML models to make decisions has become crucial in sectors like healthcare, finance, marketing, etc. Many ML models are black boxes since it is difficult to […]. This article was published as a part of the Data Science Blogathon.

Finance 262

Finance Data Science Publishing Modeling 262

Jet Global

DECEMBER 21, 2020

And, as always, finance teams always have an interest in polishing up their Excel skills, so they can focus on the results of the calculations, not on how to perform the calculation in the first place. Don’t let Excel hold you back; it should be a key tool when working in finance. Superpower Data Model. Troubleshooting VLOOKUP.

Finance 105

Finance Dashboards Metrics Reporting 105

David Menninger's Analyst Perspectives

MAY 9, 2024

Large language models (LLMs) and generative AI (GenAI) have taken the AI world by storm. My colleague Rob Kugel has written about how AI can improve productivity and benefit the Office of Finance. In fact, we assert that through 2026, one-half of all AI investments will be based on generative rather than predictive AI.

Finance 130

Finance Sales Data Integration Marketing 130

Analytics Vidhya

APRIL 6, 2023

For many applications, including online customer service, marketing, and finance, the stock price is a crucial challenge.

Finance 265

Finance Modeling Marketing Analytics 265

Analytics Vidhya

JUNE 21, 2023

The adaptability of transformers makes these models invaluable for handling various document formats. Applications span industries like law, finance, and academia. Extracting critical information from PDFs is vital today, and transformers offer an efficient solution for automating PDF summarization.

Finance 234

Finance Modeling Analytics Data Science 234

Smart Data Collective

JULY 4, 2021

This can be especially important in the field of banking, where there is a lot of inequity in financing opportunities. Some lending models might rely on seemingly neutral data that has been tainted by bias, such as historical lending criteria. It can have tremendous benefits when used properly. However, it will still be a good start.

Finance 90

Finance Big Data Machine Learning Modeling 90

Domino Data Lab

AUGUST 6, 2021

All models require testing and auditing throughout their deployment and, because models are continually learning, there is always an element of risk that they will drift from their original standards. As such, model governance needs to be applied to each model for as long as it’s being used. What Is Model Governance?

Machine Learning 145

Machine Learning Modeling Testing Risk 145

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. Finance Team’s Role & Challenges. Two-Year Priorities.

Finance 98

Finance Technology Forecasting Uncertainty 98

O'Reilly on Data

JANUARY 22, 2019

An exploration of three types of errors inherent in all financial models. At Hedged Capital , an AI-first financial trading and advisory firm, we use probabilistic models to trade the financial markets. Finance is not physics. Perhaps finance is harder than physics. All financial models are wrong.

Modeling 135

Modeling Finance Uncertainty Data mining 135

CIO Business Intelligence

OCTOBER 10, 2022

This model encourages leaders to demonstrate authentic, strong leadership with the idea that employees will be inspired to follow suit. For a deeper look at the transformational leadership model, see “ How to apply transformational leadership at your company.”. Transformational leadership model.

Modeling 145

Modeling Digital Transformation Software Manufacturing 145

IBM Big Data Hub

MAY 14, 2024

Read the report: CEO’s guide to AI in finance Unlocking the value CFOs are not expected to be technology experts. The recent IBM Institute for Business Value report CEO’s Guide to Generative AI on Finance report found “success depends on how quickly finance can turn data into actionable insights.”

Finance 71

Finance Cost-Benefit Reporting Forecasting 71

Jet Global

JULY 21, 2022

Data show increased digital efficiency across most finance functions, but expanding responsibilities and diminishing resources create new challenges. July 21, 2022 – insightsoftware , a global provider of reporting, analytics, and performance management solutions, today launched its annual Finance Team Trends Report. RALEIGH, N.C.

Digital Transformation 52

Digital Transformation Finance Reporting Interactive 52

Jet Global

OCTOBER 16, 2019

The term “AI” is being thrown around a lot lately, but realistically how will it change the world of finance? Here are our predictions as the modern finance department looks to the future. This may appear long-winded, but it very much reflects what’s starting to materialise in a finance team today. Automation impacts reporting.

Finance 58

Finance Data-driven Reporting Digital Transformation 58

erwin

JULY 2, 2020

Users discuss how they are putting erwin’s data modeling, enterprise architecture, business process modeling, and data intelligences solutions to work. IT Central Station members using erwin solutions are realizing the benefits of enterprise modeling and data intelligence. Data Modeling with erwin Data Modeler.

Enterprise 122

Enterprise Modeling Metadata Data Governance 122

IBM Big Data Hub

JUNE 14, 2023

And then you need highly specialized, expensive and difficult to find skills to work the magic of training an AI model. But that’s all changing thanks to pre-trained, open source foundation models. Sometimes, you don’t know what data a model was trained on because the creators of those models won’t tell you.

Modeling 89

Modeling Data Lake Enterprise Deep Learning 89

CIO Business Intelligence

MARCH 30, 2022

became CIO in 2020, he and his leadership team defined a new digital strategy and IT operating model to bring the full force of digital technologies to the company’s customers and employees. This model gives our clients greater access to the full scope of our expertise and allows us to be more responsive to client needs. Yes, we have.

Modeling 98

Modeling IT IoT Internet of Things 98

Jet Global

APRIL 27, 2020

Any company worth its salt uses financial modeling to guide its financial planning and strategic decision-making. Financial modeling offers data-driven, quantitative analysis that tells you where your company stands and where it’s heading. But one model can’t do it all. What Is Financial Modeling? Organic business growth.

Modeling 72

Modeling Forecasting Finance Visualization 72

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. Transition : the changes in asset values, business models, etc. (ex. Mandated disclosures will create additional pressure on the accuracy and confidence of such models. .

Risk 79

Risk Modeling Risk Management Measurement 79

O'Reilly on Data

APRIL 4, 2024

The race to the top is no longer driven by who has the best product or the best business model, but by who has the blessing of the venture capitalists with the deepest pockets—a blessing that will allow them to acquire the most customers the most quickly, often by providing services below cost. Venture capitalists don’t have a crystal ball.

Marketing 155

Marketing Modeling Finance Experimentation 155

IBM Big Data Hub

OCTOBER 16, 2023

It includes processes that trace and document the origin of data, models and associated metadata and pipelines for audits. Foundation models: The power of curated datasets Foundation models , also known as “transformers,” are modern, large-scale AI models trained on large amounts of raw, unlabeled data.

Risk 73

Risk Modeling Management Metadata 73

erwin

MARCH 24, 2020

Technical teams charged with maintaining and executing these processes require detailed tasks, and business process modeling is integral to their documentation. erwin’s Evolve software is integral to modeling process flow requirements, but what about the technology side of the equation?

Modeling 97

Modeling Data Processing Software Finance 97

CIO Business Intelligence

DECEMBER 11, 2023

Traditionally, the work of the CFO and the finance team was focused on protecting the company’s assets and reputation and guarding against risk. While these roles will not change, the foundational work of the finance organization, the structure, the import, and the focus of these dimensions will change. It’s a huge shift from the norm.

Finance 105

Finance Forecasting IoT Predictive Modeling 105

Jet Global

APRIL 16, 2020

Hospitals and health systems are facing a critical challenge to both operations and overall business models. Hospital executives are looking to finance teams to help them consider options for ensuring short-term stability as well as long-term growth post-pandemic. Finance Practices Reimagined. Changes Ahead. How to Prepare.

Finance 59

Finance Insurance Reporting Operational Reporting 59

O'Reilly on Data

JUNE 15, 2023

The world changed on November 30, 2022 as surely as it did on August 12, 1908 when the first Model T left the Ford assembly line. If every company had a different way of reporting its finances, it would be impossible to regulate them. The companies are collecting massive amounts of data on how people use these systems.

Metrics 285

Metrics Reporting Measurement Finance 285