Work

Application of Generative Ai to Automate Analytical Reports: Opportunities, Risks, and Quality Control Methods

Year: 2025

Type: article

Abstract: The article discusses modern approaches to the use of generative models (LLM ) for automating the preparation of analytical reports: architectures (including retrieval-augmented Generation ), practical benefits and economic effects, key risks (hallucinations , distortions , data leakage, compliance), as well as quality control and verification methods (technical and organizational). Practical recommendations for implementing generative AI in business analytics are offered.

Source: American Journal of Pedagogical and Educational Research

Author: Bauyrzhan Beisenbayev

Language: English

Topic: Topic Modeling

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: diamond

OpenAlex ID: W7132803310

FWCI:

Cites: 5

Cited by:

Related to: 10