Update README to include Task 6 Business Case
Browse files
README.md
CHANGED
|
@@ -8,7 +8,7 @@ An interactive AI-powered logistics simulation
|
|
| 8 |
|
| 9 |
## What is EcoCart?
|
| 10 |
|
| 11 |
-
EcoCart is a mid-sized e-commerce company facing challenges in optimising its logistics network. This project proposes an AI-based solution across
|
| 12 |
|
| 13 |
---
|
| 14 |
|
|
@@ -45,6 +45,13 @@ Trains two ML models on 730 days of synthetic sales data:
|
|
| 45 |
|
| 46 |
Features a **what-if predictor** β enter any day, month, and promotion flag to get an instant sales prediction.
|
| 47 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 48 |
---
|
| 49 |
|
| 50 |
## Tech Stack
|
|
@@ -74,7 +81,7 @@ streamlit run app.py
|
|
| 74 |
|
| 75 |
```
|
| 76 |
Ecocart-AI/
|
| 77 |
-
βββ app.py # Main Streamlit app (all
|
| 78 |
βββ task2_segmentation.py # Standalone Task 2 script
|
| 79 |
βββ task3_4_routing.py # Standalone Tasks 3 & 4 script
|
| 80 |
βββ task5_forecasting.py # Standalone Task 5 script
|
|
|
|
| 8 |
|
| 9 |
## What is EcoCart?
|
| 10 |
|
| 11 |
+
EcoCart is a mid-sized e-commerce company facing challenges in optimising its logistics network. This project proposes an AI-based solution across six tasks β from intelligent delivery agents to demand forecasting and business ROI analysis.
|
| 12 |
|
| 13 |
---
|
| 14 |
|
|
|
|
| 45 |
|
| 46 |
Features a **what-if predictor** β enter any day, month, and promotion flag to get an instant sales prediction.
|
| 47 |
|
| 48 |
+
### Task 6 β Business Case *(Voluntary β AI Student)*
|
| 49 |
+
Quantifies the financial and environmental impact of the AI system with fully interactive sliders:
|
| 50 |
+
- **ROI calculator** β adjusts fleet size, fuel cost, wage rates and shows live annual savings
|
| 51 |
+
- **3-year ROI projection** β cumulative benefit vs cost with breakeven line
|
| 52 |
+
- **COβ impact** β tonnes saved per year, tree and car equivalents
|
| 53 |
+
- **Implementation roadmap** β 5-phase Gantt chart across 8 months
|
| 54 |
+
|
| 55 |
---
|
| 56 |
|
| 57 |
## Tech Stack
|
|
|
|
| 81 |
|
| 82 |
```
|
| 83 |
Ecocart-AI/
|
| 84 |
+
βββ app.py # Main Streamlit app (all 6 tasks)
|
| 85 |
βββ task2_segmentation.py # Standalone Task 2 script
|
| 86 |
βββ task3_4_routing.py # Standalone Tasks 3 & 4 script
|
| 87 |
βββ task5_forecasting.py # Standalone Task 5 script
|