Update README.md

README.md

@@ -9,40 +9,38 @@ app_file: app.py
 pinned: false
 ---
 
-# 🚦 SwiftCase.ai – Traffic Summons & Appeals MVP
+# 🚦 SwiftCase.ai – Traffic Summons & Appeals (Autonomous MVP)
 
-SwiftCase.ai is a **real-world prototype** for managing **traffic summons** in Malaysia.  
-It connects **citizens, PDRM traffic police, and magistrates** into one digital workflow,  
+SwiftCase.ai is a **prototype system** for managing **traffic summons** in Malaysia.  
+It connects **citizens, PDRM traffic police, and magistrates** in a digital workflow,  
 reducing waiting times, giving fair chances to appeal, and enabling direct online payments.
 
 ---
 
-## ✨ Features
+## ✨ Current Features (MVP)
 
-### 👨‍👩‍👧 Citizen Portal (Multilingual: English + Bahasa Melayu + 中文)
-- **View Case**: Citizens can check details of their summons in **3 languages** at once.  
-- **Appeal to Magistrate**: Submit written appeals in English, BM, or Chinese.  
-- **Appeal to PDRM (compound fines)**: Citizens can request a reduced compound fine directly from PDRM.  
-- **Pay Online**: Pay fines securely, receive an **e-receipt**, no need to visit traffic police counters.  
+### 👨‍👩‍👧 Citizen Portal (Multilingual: English + BM + 中文)
+- View summons with details in **3 languages at once**.  
+- Submit appeals to **PDRM** (compound fine) or **Magistrate** (judicial appeal).  
+- Pay fines online with instant **e-receipt**.  
 
----
-
-### 🚔 Traffic Police (PDRM) Portal (Bahasa Melayu only)
-- **Review Appeals**: Police officers handle **compound fine appeals**.  
-- Decisions:
-  - **Tolak** (Reject) → Citizen pays full fine.  
-  - **Lulus (Kurangkan Denda)** (Approve with Reduced Fine) → Citizen pays reduced fine.  
-- All **logs are written in Bahasa Melayu** for PDRM records.  
+### 🚔 Autonomous PDRM Reviews
+- Compound fine appeals are **evaluated instantly** by **PDRM-AI**.  
+- Example rules:
+  - Fine > RM200 → Reduce to 50%.  
+  - Fine ≤ RM200 → Reject appeal.  
 
----
+### ⚖️ Autonomous Magistrate Reviews
+- Judicial appeals are **AI-assisted**:
+  - RM100 or less → Waived.  
+  - RM250 or less → Reduced 50%.  
+  - Higher fines → Rejected.  
+- Logs recorded for transparency.  
 
-### ⚖️ Magistrate Portal (Bilingual: English + BM)
-- **Review Judicial Appeals**: Magistrates can approve or reject appeals.  
-- Decisions:
-  - Reject → Full fine must be paid.  
-  - Approve with Reduced Fine → Citizen pays lower fine.  
-  - Approve No Fine → Citizen pays nothing.  
-- Rationale is stored for audit, with logs sent to police and magistrate’s office.  
+### 💳 Payments
+- Secure online payment flow.  
+- Auto-generated receipts with unique numbers.  
+- Logs written in BM (for PDRM) and bilingual (for Magistrate).  
 
 ---
 
@@ -50,37 +48,24 @@ reducing waiting times, giving fair chances to appeal, and enabling direct onlin
 
 SQLite database: `cases.db`
 
-- **summons_cases** – traffic summons details.  
+- **summons_cases** – summons details.  
 - **appeals** – citizen appeals.  
-- **judge_reviews** – magistrate decisions.  
-- **pdrm_reviews** – police decisions.  
-- **payments** – payment transactions.  
-- **receipts** – digital receipts.  
-- **audit_logs** – activity logs (BM for police, mixed for others).  
+- **reviews** – PDRM & Magistrate reviews.  
+- **payments** – transactions.  
+- **receipts** – issued receipts.  
+- **audit_logs** – logs (BM for police, bilingual for magistrate).  
 
 ---
 
 ## 🧪 Mock Data
 
-Three seeded cases included on first run:
+Seeded on first run:
 
-| Case ID | Name   | Offence (EN)             | Offence (BM)                        | Offence (中文)   | Fine (RM) | Status                        |
-|---------|--------|--------------------------|--------------------------------------|-----------------|-----------|-------------------------------|
-| 1       | Ali    | Not obeying correct lane | Tidak mematuhi lorong yang betul      | 未按规定车道行驶 | 300.00    | ISSUED                        |
-| 2       | Ah Kow | Running a red light      | Melanggar lampu merah                | 闯红灯          | 250.00    | APPEAL_PENDING                |
-| 3       | Muthu  | Illegal parking          | Letak kereta haram                   | 非法停车        | 100.00    | APPEAL_APPROVED_REDUCED       |
+| Case ID | Name   | Offence (EN)             | Offence (BM)                        | Offence (中文)   | Fine (RM) | Status             |
+|---------|--------|--------------------------|--------------------------------------|-----------------|-----------|--------------------|
+| 1       | Ali    | Not obeying correct lane | Tidak mematuhi lorong yang betul      | 未按规定车道行驶 | 300.00    | ISSUED             |
+| 2       | Ah Kow | Running a red light      | Melanggar lampu merah                | 闯红灯          | 250.00    | APPEAL_PENDING     |
+| 3       | Muthu  | Illegal parking          | Letak kereta haram                   | 非法停车        | 100.00    | APPEAL_APPROVED_REDUCED |
 
 ---
 
-## 💻 Installation & Run
-
-1. Clone the repo or deploy directly on [Hugging Face Spaces](https://huggingface.co/spaces).
-2. Install dependencies:
-   ```bash
-   pip install -r requirements.txt
-
-
-
-
-
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