• Home
  • Search
  • The Development of a RAG-Based Artificial Intelligence Research Assistant (AIRA)
  • Cite Icon3
  • https://doi.org/10.2308/isys-2024-041Copy DOI Icon

The Development of a RAG-Based Artificial Intelligence Research Assistant (AIRA)

Show More
  • Abstract
  • Literature Map
  • References
  • Citations
  • Similar Papers
Abstract

ABSTRACT The increasing volume of accounting research presents challenges in efficiently navigating and synthesizing information. We introduce AIRA—an artificial intelligence (AI)-based application developed to assist scholars in consolidating accounting research papers using generative AI models. Traditional literature review methods are time-consuming. AIRA streamlines this process with natural language prompting. To ensure the application’s reliability and usefulness, we use the design science methodology to validate it meets the designed objectives. Overall, faculty found AIRA achieves its objectives of being useful and easy to use, and they plan to continue using it in the future. A large sample of employees from the Securities and Exchange Commission (SEC) also believed the tool would be useful for their work. In examining the first 500 prompts that were entered by anonymous users, we find that it is used for literature search and retrieval, summarization of research findings, and literature review creation, among other tasks.

Similar Papers
  • Research Article

Comment Letter to the SEC on Climate Change Disclosures

  • Jan 01, 2021
  • SSRN Electronic Journal
  • Bernard S Sharfman
  • Research Article
  • Citations1

SEC issues guidance update regarding enhanced mutual fund disclosure

  • Oct 28, 2014
  • Journal of Investment Compliance
  • Domenick Pugliese +2
  • Research Article

Disclosure via the Internet: Electronic Delivery of Mandated Disclosure Documents

  • Mar 01, 1998
  • Information Systems Security
  • Sarah Hewitt
  • Book Chapter

The SEC and Financial Reporting

  • Jan 01, 2012
  • Ralph A Rieves +1
  • Research Article
  • Citations22

The SEC's September spike: Regulatory inconsistency within the fiscal year

  • Aug 12, 2023
  • Journal of Accounting and Economics
  • Dain C Donelson +2
  • Research Article
  • Citations19

Determinants of the Severity of Legal and Employment Consequences for CPAs Named in SEC Accounting and Auditing Enforcement Releases

  • Nov 25, 2015
  • Journal of Business Ethics
  • Daniella Juric +3
  • Research Article
  • Citations363

Reviewing the SEC's Review Process: 10-K Comment Letters and the Cost of Remediation

  • Jun 01, 2013
  • The Accounting Review
  • Cory A Cassell +2
  • Research Article
  • Citations17

The New Form 8-K Disclosures

  • Apr 30, 2008
  • SSRN Electronic Journal
  • Alina Lerman +1
  • Research Article
  • Citations8

Significant Differences in Proved Reserves Estimates Using SPE/WPC Definitions Compared to United States Securities and Exchange Commission Definitions

  • Dec 15, 2005
  • SPE Reservoir Evaluation & Engineering
  • D R Harrell +1
  • Research Article
  • Citations23

Corporate Governance and Executive Perquisites: Evidence from the New SEC Disclosure Rules

  • Sep 16, 2008
  • SSRN Electronic Journal
  • Angela B Andrews +2
  • Research Article

Expense allocation: the SEC brings down the hammer

  • May 05, 2015
  • Journal of Investment Compliance
  • Kenneth Berman +7
  • Research Article

Ernst & Young’s $100 Million SEC Penalty:

  • May 07, 2025
  • Journal of Accounting, Business and Management (JABM)
  • Stephen Errol Blythe
  • Research Article
  • Citations2

Has the SEC Ever Been Willing to Accept Qualified Audit Opinions for a GAAP Departure?

  • Feb 03, 2022
  • Accounting Historians Journal
  • John D Keyser
  • Research Article

Should non-US companies in the SEC's reporting system get out now?

  • Oct 29, 2007
  • International Journal of Disclosure and Governance
  • Donald H Meiers
  • Research Article

SEC issues Staff Legal Bulletin after four-year comprehensive review of proxy system

  • May 05, 2015
  • Journal of Investment Compliance
  • John E Sorkin +9
Cactus Communications logo

Copyright 2026 Cactus Communications. All rights reserved.