---
title: "Discussion on \"What Went Wrong with Forward: A  Postmortem on AI-Powered CarePods\" | Hashnode"
description: "Discussion on \"What Went Wrong with Forward: A  Postmortem on AI-Powered CarePods\". Tech startup Forward failed due to data system issues, real-time monitoring problems, and scalability challenges"
url: "https://hashnode.com/posts/what-went-wrong-with-forward-a-postmortem-on-ai-powered-carepods/681ddc69b4d324db9a22fe47"
---

[Feed](https://hashnode.com/feed) /

Discussion

# [What Went Wrong with Forward: A Postmortem on AI-Powered CarePods](https://dataengineering101.hashnode.dev/what-went-wrong-with-forward-a-postmortem-on-ai-powered-carepods?utm_source=hashnode&utm_medium=feed)

Tech startup Forward failed due to data system issues, real-time monitoring problems, and scalability challenges

May 9, 2025 · 4 min read · dataengineering101.hashnode.dev  
Read the article

-   [#teardown](https://hashnode.com/tag/teardown)
-   [#forward](https://hashnode.com/tag/forward)
-   [#dataengineering](https://hashnode.com/tag/dataengineering)
-   [#s3](https://hashnode.com/tag/s3)
-   [#kafka](https://hashnode.com/tag/kafka)

## Written by

[sabiha khanum](https://hashnode.com/@Khanum)

@Khanum

  
[View profile](https://hashnode.com/@Khanum)

Learning Out Loud: Algorithms, Intuition & Insights

## Responses

Comments are turned off for this post.