> ## Content Index
> Fetch the complete content index at: https://www.aiacceleratorinstitute.com/llms.txt
> Use this file to discover other available public pages before exploring further.

# LLMOps in action: From prototype to production
- URL: https://www.aiacceleratorinstitute.com/llmops-in-action-from-prototype-to-production/
- Published: 2025-01-14T14:00:00.000Z
- Updated: 2026-07-15T12:42:15.000Z
- Description: Learn how to streamline the GenAI development process with LLMOps.
- Author: AIAI

If you’ve ever built a GenAI application, you know the drill—your prototype looks amazing in a demo, but when it’s time to go live? Different story.

In this [**exclusive video**](https://fast.wistia.net/embed/channel/atciw7hiob?wchannelid=atciw7hiob&wmediaid=v7m0of3qnj), Samin Alnajafi, Success Machine Learning Engineer at Weights & Biases, unpacks why LLMOps is the missing link between promising GenAI experiments and real-world deployment.

Here’s what you’ll learn:

- Why so many GenAI projects **stall before reaching production**
- How to measure and optimize performance using **LLMOps best practices**
- Key components of a scalable **retrieval-augmented generation (RAG)** pipeline
- Practical examples and a **live demo of Weights & Biases tools**

Don’t let your GenAI project get stuck in limbo. 

Log in to your [**Insider dashboard**](https://www.aiacceleratorinstitute.com/account-free/?utm%5Fsource=ghost&utm%5Fmedium=email&utm%5Fcampaign=insider%5Fnewsletter) and watch now.

[Watch video now](https://fast.wistia.net/embed/channel/atciw7hiob?wchannelid=atciw7hiob&wmediaid=v7m0of3qnj/?utm%5Fsource=ghost&utm%5Fmedium=email&utm%5Fcampaign=insider%5Fnewsletter)

**P.S.** And if you have a few minutes to spare today, why not [**share your LLMOps expertise**](https://www.aiacceleratorinstitute.com/llmops-landscape/?utm%5Fsource=ghost&utm%5Fmedium=email&utm%5Fcampaign=insider%5Fnewsletter)? We know how busy you are, so thank you in advance!

[![](https://storage.ghost.io/c/26/b3/26b323cb-c378-4831-bc7d-27e29def746a/content/images/2025/03/LLMOps_Landscape_2025_Email_--1-.png)](https://www.aiacceleratorinstitute.com/llmops-landscape/?utm%5Fsource=ghost&utm%5Fmedium=email&utm%5Fcampaign=insider%5Fnewsletter)

Share the tools you use, the challenges you have, and more, and help define the LLMOps landscape.

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