For improvement, I feel there can be other things. Sometimes I feel that the state and the stacks get large eventually and sometimes they give the output in a very long format and it is difficult to really understand what is happening on it. I feel that it can be improved by Pulumi to manage those long and large stacks. I think the cost was very high when I had discussions with the customers. They felt that Terraform has less capability, but it is not that costly compared to Pulumi Enterprise. If the cost can be a little reduced, I think it is going to capture most of the market.
Senior Software Engineer at a consultancy with 11-50 employees
Real User
Top 10
Sep 7, 2026
The main feature that could be improved would be better integration with AI. For instance, having an assistant in the platform, as a chat, to ask questions and make changes with this conversational model would be beneficial. The main improvement for Pulumi Enterprise could be the integration with AI, allowing it to learn and make changes to accounts or stacks. My main concern is really the AI integration. Regarding documentation, it could be interesting to have a markdown copy button. When I go to S3 documentation or Lambda documentation, it would be great to have a copy as markdown button, as I have seen in other documentations, which is very good for providing context to AI. Regarding Pulumi Enterprise's AI capabilities, we currently have good control over security and governance, but it is difficult to give control to AI. There is a good approach from AWS where the AI functions more as a supporter rather than a manager, acting as a consultant where you can get information and ask questions without losing control or granting high permissions to AI. In the past year, I remember instances when Cloud Code searched for documentation from Pulumi and usually returned a non-existent parameter, which caused me to spend a lot of time finding and removing the incorrect parameter. I think it could be easier for AI to crawl documentation pages and handle such tasks.
Senior Dev Ops Engineer at a manufacturing company with 10,001+ employees
Real User
Top 5
Aug 20, 2026
Regarding improvements for Pulumi Enterprise, it would be beneficial to move a Pulumi-generated plan from an experimental feature to general availability. It works, but I don't feel confident when I have to enable an experimental flag in a production environment.
DevOps & Platform Engineer at a financial services firm with 11-50 employees
Real User
Top 5
Jun 30, 2026
Pulumi Enterprise could accept more automation, such as creating workflows or frameworks for platforms like YouTube and Spotify. Additionally, it should allow for creating resources on the cloud console with less friction. I would like the documentation feature to enable me to download the documents of my infrastructure from Pulumi Enterprise once it is written. I do not want to have to rewrite documentation after coding; once my infrastructure is written with Pulumi Enterprise, I should be able to get the documentation seamlessly. There should be more investment in building a stronger community around Pulumi Enterprise, as the Pulumi Enterprise community is not that strong compared to its capabilities.
General Manager at a manufacturing company with 10,001+ employees
Real User
Top 5
Dec 22, 2025
In terms of how Pulumi Enterprise can be improved, I would say its documentation can be improved for entry-level users. More complete documentation would help new users get into the details and avoid the initial challenges one can encounter with Pulumi. The UI could be more intuitive as well. Regarding needed improvements for Pulumi Enterprise, support is good and I am satisfied with it. I believe pricing can be made more cost-effective for us.
Pulumi Enterprise empowers organizations with advanced infrastructure-as-code capabilities designed to enhance cloud adoption strategies, optimizing IT operations efficiently.
Pulumi Enterprise leverages infrastructure-as-code to aid teams in deploying and managing cloud resources seamlessly. It supports multiple cloud providers, allowing for consistent deployment strategies across platforms while promoting collaboration. Its focus on security, automation, and policy enforcement aims to...
For improvement, I feel there can be other things. Sometimes I feel that the state and the stacks get large eventually and sometimes they give the output in a very long format and it is difficult to really understand what is happening on it. I feel that it can be improved by Pulumi to manage those long and large stacks. I think the cost was very high when I had discussions with the customers. They felt that Terraform has less capability, but it is not that costly compared to Pulumi Enterprise. If the cost can be a little reduced, I think it is going to capture most of the market.
The main feature that could be improved would be better integration with AI. For instance, having an assistant in the platform, as a chat, to ask questions and make changes with this conversational model would be beneficial. The main improvement for Pulumi Enterprise could be the integration with AI, allowing it to learn and make changes to accounts or stacks. My main concern is really the AI integration. Regarding documentation, it could be interesting to have a markdown copy button. When I go to S3 documentation or Lambda documentation, it would be great to have a copy as markdown button, as I have seen in other documentations, which is very good for providing context to AI. Regarding Pulumi Enterprise's AI capabilities, we currently have good control over security and governance, but it is difficult to give control to AI. There is a good approach from AWS where the AI functions more as a supporter rather than a manager, acting as a consultant where you can get information and ask questions without losing control or granting high permissions to AI. In the past year, I remember instances when Cloud Code searched for documentation from Pulumi and usually returned a non-existent parameter, which caused me to spend a lot of time finding and removing the incorrect parameter. I think it could be easier for AI to crawl documentation pages and handle such tasks.
Regarding improvements for Pulumi Enterprise, it would be beneficial to move a Pulumi-generated plan from an experimental feature to general availability. It works, but I don't feel confident when I have to enable an experimental flag in a production environment.
Pulumi Enterprise could accept more automation, such as creating workflows or frameworks for platforms like YouTube and Spotify. Additionally, it should allow for creating resources on the cloud console with less friction. I would like the documentation feature to enable me to download the documents of my infrastructure from Pulumi Enterprise once it is written. I do not want to have to rewrite documentation after coding; once my infrastructure is written with Pulumi Enterprise, I should be able to get the documentation seamlessly. There should be more investment in building a stronger community around Pulumi Enterprise, as the Pulumi Enterprise community is not that strong compared to its capabilities.
I have not yet understood how the pricing model works, and I would appreciate a clearer and more precise explanation.
In terms of how Pulumi Enterprise can be improved, I would say its documentation can be improved for entry-level users. More complete documentation would help new users get into the details and avoid the initial challenges one can encounter with Pulumi. The UI could be more intuitive as well. Regarding needed improvements for Pulumi Enterprise, support is good and I am satisfied with it. I believe pricing can be made more cost-effective for us.