Enhancing Microsoft Excel with AI-Driven Natural Language Processing for Automated Spreadsheet Operations

Spreadsheets are indispensable tools for managing data, especially for those unfamiliar with advanced functions or coding. By enabling users to interact with Excel through intuitive, conversational commands—such as “summarize sales by region” or “predict next quarter’s trends”—the proposed system translates natural language inputs into precise spreadsheet operations. Our approach leverages advanced language models to interpret user intent, execute complex formulas, generate charts, and even debug errors, all while maintaining Excel’s core functionality. Preliminary results demonstrate significant time savings and improved user confidence, suggesting that AI-enhanced Excel could democratize data manipulation and empower nontechnical users to harness the full potential of spreadsheets.

Authors

Publication Details

Published
2025-11-15
DOI
https://doi.org/10.38124/ijisrt/25nov482
Primary Topic
Spreadsheets and End-User Computing
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Enhancing Microsoft Excel with AI-Driven Natural Language Processing for Automated Spreadsheet Operations

Diya Punetha, Dipit Baidya
Spreadsheets and End-User Computing
article

Enhancing Microsoft Excel with AI-Driven Natural Language Processing for Automated Spreadsheet Operations

Diya Punetha, Dipit Baidya
article en

Abstract

Spreadsheets are indispensable tools for managing data, especially for those unfamiliar with advanced functions or coding. By enabling users to interact with Excel through intuitive, conversational commands—such as “summarize sales by region” or “predict next quarter’s trends”—the proposed system translates natural language inputs into precise spreadsheet operations. Our approach leverages advanced language models to interpret user intent, execute complex formulas, generate charts, and even debug errors, all while maintaining Excel’s core functionality. Preliminary results demonstrate significant time savings and improved user confidence, suggesting that AI-enhanced Excel could democratize data manipulation and empower nontechnical users to harness the full potential of spreadsheets.

Openalex Percentile: Top 64%
Spreadsheets and End-User Computing
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.