| Features |
Data Engineering Services |
Metabase Integration (Add-On) |
Custom Dashboard Development |
Machine Learning / Data Science Solutions |
Full Custom Solution |
| Data Pipeline Development |
✔ |
Requires Data Engineering |
Requires Data Engineering |
Requires Data Engineering |
✔ |
| Complex Data Integration |
✔ |
Requires Data Engineering |
Requires Data Engineering |
Requires Data Engineering |
✔ |
| Data Warehousing/Data Lake Setup |
✔ |
Requires Data Engineering |
Requires Data Engineering |
Requires Data Engineering |
✔ |
| Data Quality Assurance and Governance |
✔ |
Requires Data Engineering |
Requires Data Engineering |
Requires Data Engineering |
✔ |
| Metabase Setup and Training |
|
✔ |
|
|
Optional |
| Custom UI/UX Design |
|
|
✔ |
|
✔ |
| Advanced Visualizations |
|
|
✔ |
|
✔ |
| Enhanced Interactivity |
|
|
✔ |
|
✔ |
| Machine Learning Model Development |
|
|
|
✔ |
✔ |
| Integration with Applications |
|
|
|
✔ |
✔ |
| Performance Optimization |
✔ |
|
✔ |
✔ |
✔ |
| Monthly Dashboard Iterations |
|
✔ (Basic Charts) |
✔ (Advanced Charts) |
|
✔ |
| Ongoing Maintenance and Support |
Optional |
Optional |
Optional |
Optional |
Optional |