<!-- mobian-agent-page publisher="dailydev" canonical="https://daily.dev/posts/medium-hjax9wuza" -->

---
title: Medium | daily.dev
description: A broad overview of how businesses can leverage AI to reduce costs and improve efficiency, covering use cases like RAG systems, AI agents, voice assistants,...
canonical: https://daily.dev/posts/medium-hjax9wuza
twitter:card: summary_large_image
twitter:site: @dailydotdev
og:type: website
og:site_name: daily.dev
og:title: Medium | daily.dev
og:description: A broad overview of how businesses can leverage AI to reduce costs and improve efficiency, covering use cases like RAG systems, AI agents, voice assistants,...
og:url: https://daily.dev/posts/medium-hjax9wuza
og:image: https://api.daily.dev/og/posts/hJaX9WUZA.png
og:image:alt: Medium
og:image:width: 1200
og:image:height: 630
og:locale: en
---

> ## Documentation Index
> Fetch the complete documentation index at: https://daily.dev/llms.txt
> Use this file to discover all available pages before exploring further.

# Medium

**[Medium](https://daily.dev/sources/medium_js)** · 6 min read · 1 upvotes · 0 comments

## Summary

A broad overview of how businesses can leverage AI to reduce costs and improve efficiency, covering use cases like RAG systems, AI agents, voice assistants, and predictive analytics. The author, a Senior Data Scientist, argues that most companies don't need more AI but rather the right AI applied to specific business problems. The post lists common enterprise AI technologies (LangChain, FastAPI, GPT-4o, ChromaDB, etc.) and concludes with a pitch for the author's consulting services.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://medium.com/@hammad-farooq/how-businesses-are-quietly-losing-millions-without-ai-and-how-modern-ai-systems-are-changing-4fa6fec2234d>

## Similar posts on daily.dev

- [Medium](https://daily.dev/posts/medium-8w8eygvyg) · Medium · 0 upvotes · 0 comments
- [Many Companies Use AI. Few Know How to Build an AI-Native Enterprise Data Platform.](https://daily.dev/posts/many-companies-use-ai-few-know-how-to-build-an-ai-native-enterprise-data-platform--fylgl00zi) · Towards Data Science · 1 upvotes · 0 comments
- [AI is splitting companies into two groups](https://daily.dev/posts/ai-is-splitting-companies-into-two-groups-bp23bdq8v) · InfoWorld · 0 upvotes · 1 comments
- [Future-proofing business capabilities with AI technologies](https://daily.dev/posts/future-proofing-business-capabilities-with-ai-technologies-sgpedklxu) · MIT Technology Review · 0 upvotes · 0 comments
- [Essential ingredients for enterprise AI success](https://daily.dev/posts/essential-ingredients-for-enterprise-ai-success-7yea3ryew) · Stack Overflow Blog · 1 upvotes · 0 comments

---

Tags: [#ai](https://daily.dev/tags/ai), [#ai-agents](https://daily.dev/tags/ai-agents), [#rag](https://daily.dev/tags/rag), [#predictive-analytics](https://daily.dev/tags/predictive-analytics)

[View this post on daily.dev](https://daily.dev/posts/medium-hjax9wuza)

```json
{"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]}
{"@context":"https://schema.org","@type":"TechArticle","headline":"Medium","url":"https://daily.dev/posts/medium-hjax9wuza","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/medium-hjax9wuza"},"datePublished":"2026-08-01T04:21:04.888Z","dateModified":"2026-09-13T19:17:13.123Z","description":"A broad overview of how businesses can leverage AI to reduce costs and improve efficiency, covering use cases like RAG systems, AI agents, voice assistants,...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/ff36cb3e63245a1e98629935eb0dd951?_a=AQAEuop","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/ff36cb3e63245a1e98629935eb0dd951?_a=AQAEuop","isAccessibleForFree":true,"articleSection":"Medium","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"Medium","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/medium","url":"https://daily.dev/sources/medium_js"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/medium-hjax9wuza","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":1},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"ai,ai-agents,rag,predictive-analytics","timeRequired":"PT6M"}
{"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Medium","item":"https://daily.dev/sources/medium_js"},{"@type":"ListItem","position":3,"name":"Medium"}]}
```

