# How reliable has Patchworks’ AI implementation agent been for making actual changes?

I’ve had a strong experience with Patchworks overall, especially the integrations, intuitive UI, debugging tools, and the documentation resources like Patchworks University. Support has also been very helpful, and the platform has been reliable while helping automate data flows and reduce manual effort. The main challenge for me is the AI implementation agent, which sometimes says changes were completed when they were not, adding extra validation work. Have others seen similar reliability issues with the implementation agent, and how do you handle verification?

##### Post Metadata
- Posted at: 10 days ago
- Author title: Product Owner
- Net upvotes: 1



## Related Product
[Patchworks](https://www.g2.com/products/patchworks/reviews)

## Related Category
[iPaaS](https://www.g2.com/categories/ipaas)

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