---
title: Proof of Concept (POC) to Production Whitepaper | Rasa
description: Effective strategies to overcome the most common challenges enterprises face when trying to go from POC to production to scale conversational AI applications.
image: https://info.rasa.com/hubfs/Rasa-GenericHeader-Tutorials-02-1.png
---
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## How to Take Enterprise Chatbots from Proof of Concept to Production
## Building resilient AI assistants is not easy.
Creating a chatbot proof of concept is the easy part. If you’re feeling inspired, you can pretty quickly build something that can hold simple conversations. There are a lot of [tutorials](https://rasa.com/docs/rasa/playground/) that walk you through the basics of building AI assistants.
Going to production, on the other hand, is not so simple. Many enterprises experience challenges in production-ready systems with large user bases, several third-party applications, security and privacy mandates, and polyglot environments.
**Common challenges enterprises run into include:**
- Security mandates
- Integration with third-party services
- Varying DevOps expertise
- Fallback or graceful failure
- Scaling conversations
**Download this paper to access best practices and effective strategies to overcome these challenges.**
### Download Your Paper
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