AIMultiple ResearchAIMultiple Research

Finance

6 Ways to Achieve Autonomous Finance in 2024 & 4 Benefits 

6 Ways to Achieve Autonomous Finance in 2024 & 4 Benefits 

Autonomous finance is an umbrella term devised by industry analysts like Gartner and Forrester and adopted by vendors. This term refers to the use of advanced technologies like Artificial intelligence (AI) / machine learning (ML), generative AI, blockchain technology, hyperautomation and other emerging tech supporting finance digital transformation.

Mar 55 min read
ChatGPT in Audit: 5 Use cases, Benefits & Challenges in 2024

ChatGPT in Audit: 5 Use cases, Benefits & Challenges in 2024

One remarkable development in artificial intelligence (AI) and machine learning has been ChatGPT, a language model capable of generating human-like text responses.

Jan 45 min read
10+ Generative AI Finance Use Cases in 2024

10+ Generative AI Finance Use Cases in 2024

Generative AI expanded with mainly B2C applications like ChatGPT. However, enterprise generative AI, particularly in the financial planning sector, has unique challenges and finance leaders are not aware of most generative AI applications in their industry which slows down adoption. This unawareness can specifically affect finance processes and the overall finance function.

Jan 26 min read
12 GPT Accounting Use Cases & Benefits in 2024

12 GPT Accounting Use Cases & Benefits in 2024

Accounting software has streamlined data entry tasks and workflows however enterprise accounting remains manual and expensive. Recent advances in large language models (LLMs) and artificial intelligence show the potential to significantly increase automation rates in accounting. AI tools, specifically language models using GPT technology can automate various aspects of the accounting process.

Mar 185 min read
Accrual Automation: How To Improve Accrual Workflow in 2024

Accrual Automation: How To Improve Accrual Workflow in 2024

Accrual automation technology has revolutionized the way companies manage their financial records. Instead of relying on manual processes and spreadsheets, businesses can now use intelligent software to automatically recognize and record expenses as they are incurred.

Jan 114 min read
4 Steps to Automated Payment Reconciliation in 2024

4 Steps to Automated Payment Reconciliation in 2024

Figure 1. Automated payment reconciliation process in 4 steps Companies have to be able to reliably monitor their payables to minimize fraud and ensure healthy supplier relations. However, this is not straightforward as there are: Manual reconciliation using spreadsheets, e-mail, and manual examination of accounts is challenging and prone to error.

Jan 115 min read
Travel & Expense Automation: In-Depth Guide to Benefits [2024]

Travel & Expense Automation: In-Depth Guide to Benefits [2024]

Travel and expense (T&E) management costs can exceed 10% of a company’s budget, which is a significant operational expense. While nearly 80% of companies say that they have a formal travel and expense policy, around 70% use manual methods to enforce it.

Jan 113 min read
Top 5 Finance Workload Automation Benefits & Uses in 2024

Top 5 Finance Workload Automation Benefits & Uses in 2024

In this article, we explain the top 5 benefits and use cases of automation in finance.

Sep 84 min read
Sentiment Analysis Stock Market in 2024: 3 Data Sources

Sentiment Analysis Stock Market in 2024: 3 Data Sources

Figure 1. Time series plot of news sentiment score vs. actual stock price Making accurate predictions regarding stock prices is challenging as the best time to invest or hold depends on factors like interest rates, inflation, investors’ risk aversion, changes in supply and demand, or quarterly financial reports.

Jan 33 min read
Procure to Pay Automation in 2024: Technologies & Approaches

Procure to Pay Automation in 2024: Technologies & Approaches

Despite procure to pay (P2P) suites bringing digital workflows and OCR technologies bringing partial automation, P2P has remained largely manual due to its complexity. Manual efforts in the P2P cycle pose a risk in accuracy and reliability as it is subject to human errors.

Mar 185 min read