Voice & RAG-Based Business Management Query System for SMEs

This paper introduces BizzOps, a business manage- ment platform built with applied AI to automate and simplify essential operations for small to medium enterprises (SMEs) using voice commands. Leveraging Retrieval-Augmented Gen- eration (RAG), BizzOps supports natural language interaction in multiple Indian languages, including Hindi, English, Marathi, Tamil, and Gujarati. The platform integrates inventory manage- ment, sales tracking, invoice automation, expense monitoring, and financial reporting into a single, unified system accessible through voice queries such as ”Kitna profit hua last month?” or ”Show me unpaid invoices.” Built using LangChain, OpenRouter APIs, and advanced AI models such as Anthropic Claude and Google Gemini Pro, BizzOps directly addresses the digital transforma- tion challenges commonly faced by Indian SMEs. Evaluation results show a 50% reduction in task completion time and a 75% decrease in manual errors. Notably, 90% of participants with limited technical skills reported high user satisfaction, demonstrating that voice-based RAG enables automated business management solutions even for users with minimal tech expertise.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-09-18
DOI
https://doi.org/10.5281/zenodo.17150201
Primary Topic
Geochemistry and Geologic Mapping
Type
article
Field-Weighted Citation Impact
0.00
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article

Voice & RAG-Based Business Management Query System for SMEs

Zenodo (CERN European Organization for Nuclear Research)
Geochemistry and Geologic Mapping
article

Voice & RAG-Based Business Management Query System for SMEs

article en

Abstract

This paper introduces BizzOps, a business manage- ment platform built with applied AI to automate and simplify essential operations for small to medium enterprises (SMEs) using voice commands. Leveraging Retrieval-Augmented Gen- eration (RAG), BizzOps supports natural language interaction in multiple Indian languages, including Hindi, English, Marathi, Tamil, and Gujarati. The platform integrates inventory manage- ment, sales tracking, invoice automation, expense monitoring, and financial reporting into a single, unified system accessible through voice queries such as ”Kitna profit hua last month?” or ”Show me unpaid invoices.” Built using LangChain, OpenRouter APIs, and advanced AI models such as Anthropic Claude and Google Gemini Pro, BizzOps directly addresses the digital transforma- tion challenges commonly faced by Indian SMEs. Evaluation results show a 50% reduction in task completion time and a 75% decrease in manual errors. Notably, 90% of participants with limited technical skills reported high user satisfaction, demonstrating that voice-based RAG enables automated business management solutions even for users with minimal tech expertise.

Zenodo (CERN European Organization for Nuclear Research)
Parul University (IN)
Quality Education
Openalex Percentile: Top 35%
Geochemistry and Geologic Mapping
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Voice & RAG-Based Business Management Query System for SMEs · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS