---
title: "Discussion on \"Unlocking Trapped Working Capital: How Smart Factories Use Small Language Models to Cut Inventory Days by 30%\" | Hashnode"
description: "Discussion on \"Unlocking Trapped Working Capital: How Smart Factories Use Small Language Models to Cut Inventory Days by 30%\". How Indian factories use on-premise Small Language Models to cut inventory days by 30% and free up crores in trapped working capital."
url: "https://hashnode.com/posts/unlocking-trapped-working-capital-how-smart-factories-use-small-language-models-to-cut-inventory-days-by-30/6aec0921454381f8268b1b46"
---

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# [Unlocking Trapped Working Capital: How Smart Factories Use Small Language Models to Cut Inventory Days by 30%](https://aayushrajaji.hashnode.dev/unlocking-trapped-working-capital-how-smart-factories-use-small-language-models-to-cut-inventory-days-by-30?utm_source=hashnode&utm_medium=feed)

How Indian factories use on-premise Small Language Models to cut inventory days by 30% and free up crores in trapped working capital.

Nov 5 · 7 min read · aayushrajaji.hashnode.dev  
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## Written by

[Aayush Rajaji](https://hashnode.com/@aayushrajaji)

@aayushrajaji · Ahmedabad

  
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The Builder & Tech Founder (Bold & Execution-Driven)

Hey, I’m Aayush 👋 I design and deploy AI automations, digital growth systems, and tech-driven business workflows. I’m not a traditional coder—I focus on systems architecture, practical AI adoption, and leverage: turning repetitive business operations into automated, scalable engines. Here, I write about: Pragmatic AI & Automations: Real-world agentic workflows, LLM tools, and operational efficiency. Digital Audits & Growth: Dissecting UI/UX, conversion funnels, and enterprise digital strategy. Building in Public: Honest breakdowns of workflows, client systems, and tech stacks that drive actual revenue.

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