diff --git a/README.md b/README.md
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@@ -51,9 +51,6 @@ NB: We do not provide KYC services. There are plenty of awesome players in the m
 
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 #### Premium features
 
 The core of the decision engine is available in open-source, but some advanced features are only accessible with a lincense (in our cloud offering or on-premise). You can find the list of available features in our [pricing page](https://www.checkmarble.com/pricing).
@@ -77,9 +74,10 @@ Marble's incredible flexibility is due to its fully open data model. Here are so
 Feel free to try other use cases and let us know! We'd love to hear from you.
 
 ### :running: **Roadmap**
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-We're transparent on what we're working on, see [here](https://github.com/checkmarble/marble/blob/main/roadmap.md)
 
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+We're transparent on what we're working on, see [here](https://github.com/checkmarble/marble/tree/main/roadmap)
 
 ### 🕵 **How to use Marble**
 
@@ -88,12 +86,15 @@ We're transparent on what we're working on, see [here](https://github.com/checkm
 You will find a functional documentation of how to use Marble [here](https://docs.checkmarble.com/docs/what-is-marble-copy), and the documentation of our public API [here](https://docs.checkmarble.com/reference/intro-getting-started).
 
 ### 🔧 **How to Install Marble**
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-Want to deploy Marble on your environement? Check our ressources [here](https://github.com/checkmarble/marble/blob/main/installation.md)
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+Want to deploy Marble on your environement? Check our ressources [here](https://github.com/checkmarble/marble/tree/main/installation)
 
 ### 🐧 **Why Open Source?**
 
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 **We need your ⭐️**
 
 Risk management is challenging for many companies. Currently, you can either:
@@ -131,11 +132,8 @@ We want to create an open environment and appreciate all types of contributions
 - Submit a feature request or bug report
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 ### Contact us
 
 Reach out to us on our website, on our [slack](https://join.slack.com/t/marble-communitysiege/shared_invite/zt-2b8iree6b-ZLwCiafKV9rR0O6FO7Jqcw), or ask for a demo [here](https://calendly.com/arnaudschwartz/discover-marble-1).
 
 Made with :heart: in :fr: by Marble
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