diff --git a/README.md b/README.md
index 5cc7deb..d93e37b 100644
--- a/README.md
+++ b/README.md
@@ -1,13 +1,28 @@
-## 🐾 Tabby
+<div align="center">
+# 🐾 Tabby
+
 [![License](https://img.shields.io/badge/License-Apache_2.0-blue.svg)](https://opensource.org/licenses/Apache-2.0)
 [![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black)
 ![Docker build status](https://img.shields.io/github/actions/workflow/status/TabbyML/tabby/docker.yml?label=docker%20image%20build)
+</div>
 
 > **Warning**
-> This repository is undering heavy construction, everything changes fast.
+> Tabby is still in the alpha phrase
 
-An opensource / on-prem alternative to GitHub Copilot
+An opensource / on-prem alternative to GitHub Copilot.
 
-## Deployment
+## Features
 
-See [deployment](./docs/deployment.md)
+* Self-contained, with no need for a DBMS or cloud service
+* Web UI for visualizing and configuration models and MLOps.
+* OpenAPI interface, easy to integrate with existing infrastructure (e.g Cloud IDE).
+* Consumer level GPU supports (FP-16 weight loading with various optimization).
+
+## Getting started
+To get started with Tabby, see the [docs/deployment](./docs/deployment).
+
+## Roadmap
+
+* [ ] Fine-tuning models on private code repository.
+* [ ] Plot metrics in admin panel (e.g acceptance rate).
+* [ ] Production ready (Open Telemetry, Prometheus metrics).