---
title: "Discussion on \"Before Adding AI to a Reporting Workflow, Define the Failure Cases\" | Hashnode"
description: "Discussion on \"Before Adding AI to a Reporting Workflow, Define the Failure Cases\". A reporting assistant can produce a convincing summary while quietly missing a row, misreading a date or combining incompatible data sources. That is why the first engineering decision should not be w"
url: "https://hashnode.com/posts/before-adding-ai-to-a-reporting-workflow-define-the-failure-cases/6af6206e7a52329c2b6148a5"
---

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# [Before Adding AI to a Reporting Workflow, Define the Failure Cases](https://juanpabloabadiamedina.hashnode.dev/before-adding-ai-to-a-reporting-workflow-define-the-failure-cases?utm_source=hashnode&utm_medium=feed)

A reporting assistant can produce a convincing summary while quietly missing a row, misreading a date or combining incompatible data sources. That is why the first engineering decision should not be w

1d ago · 1 min read · juanpabloabadiamedina.hashnode.dev  
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## Written by

[juan pablo abadia medina](https://hashnode.com/@juanpabloabadia)

@juanpabloabadia · Cali, Colombia

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

Full-stack developer & tech entrepreneur exploring blockchain, AI, and public innovation through citizen participation. Founder of Blockchai

I’m Juan Pablo Abadía Medina, a full-stack developer and technology entrepreneur based in Valle del Cauca, Colombia. I founded Blockchain Technology S.A.S. and created Ponwi and Ponwi Academy. My work connects blockchain, AI, Web3 development, and technology education with practical needs in businesses and communities. Here I share development experiences, technical decisions, and lessons from building projects, alongside ideas on public innovation and citizen participation.

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