---
title: "Applied NLP in the Age of Generative AI: Future-Proof Strategies for Banking and Finance"
url: https://daily.dev/posts/applied-nlp-in-the-age-of-generative-ai-future-proof-strategies-for-banking-and-finance-5jzeolmld
source_url: https://speakerdeck.com/inesmontani/applied-nlp-in-the-age-of-generative-ai-future-proof-strategies-for-banking-and-finance
type: article
source: "Explosion"
published: 2025-06-06T08:08:28.224Z
updated: 2026-03-15T06:12:28.922Z
tags: ["fintech", "genai", "machine-learning", "nlp"]
reading_time: 2
upvotes: 3
comments: 0
language: en
---

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# Applied NLP in the Age of Generative AI: Future-Proof Strategies for Banking and Finance

**[Explosion](https://daily.dev/sources/explosionai)** · 2 min read · 3 upvotes · 0 comments

## Summary

Large Language Models have revolutionized NLP development with prompt-based approaches, but transitioning from prototypes to production systems presents challenges in modularity, transparency, and data privacy. The presentation covers practical strategies for building future-proof NLP pipelines in banking and finance, featuring real-world case studies including S&P Global's commodities trading insights system. Key topics include human-in-the-loop distillation techniques, document understanding pipelines, and methods for creating smaller, faster, privacy-compliant models from large generative systems.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://speakerdeck.com/inesmontani/applied-nlp-in-the-age-of-generative-ai-future-proof-strategies-for-banking-and-finance>

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---

Tags: [#fintech](https://daily.dev/tags/fintech), [#genai](https://daily.dev/tags/genai), [#machine-learning](https://daily.dev/tags/machine-learning), [#nlp](https://daily.dev/tags/nlp)

[View this post on daily.dev](https://daily.dev/posts/applied-nlp-in-the-age-of-generative-ai-future-proof-strategies-for-banking-and-finance-5jzeolmld)