Keynote Talk: AI for Enterprise Software

The discipline of Software Engineering is being disrupted with the advent of large language models (LLMs) and agentic AI.There is a plethora of research, examples and testimonials out there on this.We will pull the curtain a bit more and look at the world of enterprise software -large application development and maintenance scenarios that are the primary interest for major enterprises and organizations across sectors and across the world.In this setting there are unique challenges that emerge related to data scarcity, complex application architecture, legacy programming languages, application modernization and working within the requirements imposed by the business.We will see examples of how LLMs and generative AI are being leveraged to address these challenges, but how it is important to combine these with algorithmic advances and program analysis to enable production use of such AI-based solutions.

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Publication Details

Published
2025-02-20
DOI
https://doi.org/10.1145/3717383.3719299
Primary Topic
Collaboration in agile enterprises
Type
article
Field-Weighted Citation Impact
0.00
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article

Keynote Talk: AI for Enterprise Software

Amith Singhee
Collaboration in agile enterprises
article

Keynote Talk: AI for Enterprise Software

Amith Singhee
article en

Abstract

The discipline of Software Engineering is being disrupted with the advent of large language models (LLMs) and agentic AI.There is a plethora of research, examples and testimonials out there on this.We will pull the curtain a bit more and look at the world of enterprise software -large application development and maintenance scenarios that are the primary interest for major enterprises and organizations across sectors and across the world.In this setting there are unique challenges that emerge related to data scarcity, complex application architecture, legacy programming languages, application modernization and working within the requirements imposed by the business.We will see examples of how LLMs and generative AI are being leveraged to address these challenges, but how it is important to combine these with algorithmic advances and program analysis to enable production use of such AI-based solutions.

IBM Research - India (IN)
Openalex Percentile: Top 89%
Collaboration in agile enterprises
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Keynote Talk: AI for Enterprise Software — Amith Singhee · (2025) | TGRS Research Map | TGRS