Post-Handover: Continuous Improvement (Month 42+)
After formal handover at Month 42, the KRG RE Digitization Unit operates the platform independently. This section outlines the ongoing improvement roadmap and vendor advisory scope.
5.1 Vendor Advisory Period (Months 4248)
| Support Level | Scope |
| On-call advisory | Vendor engineers available for escalations (85 business hours) |
| Monthly review calls | Performance review, roadmap discussion, architecture guidance |
| Security advisory | Quarterly security assessment, vulnerability alert notifications |
| ML model support | One model retrain cycle with vendor data science team oversight |
Advisory period ends at Month 48. All knowledge and capability should be fully internal by then.
5.2 Continuous Improvement Roadmap
Short-term (Month 4254)
| Initiative | Description |
| 3D Cadastral | Extend PostGIS data model to store 3D building models (floor-by-floor ownership for apartments) |
| Blockchain notarization | Hash property transfer events to a public blockchain for independent tamper evidence |
| AI document generation | Auto-generate contracts and legal documents from structured transaction data |
| Advanced fraud detection | ML model trained on confirmed fraud cases to flag suspicious patterns in real-time |
Medium-term (Month 5466)
| Initiative | Description |
| Cross-border property | Integration with Iraqi federal property registry for cross-KRG/federal transfers |
| Smart contracts | Rule-based automatic execution of predefined property workflows (e.g., escrow release on condition) |
| Climate risk overlay | GIS layer showing flood zones, seismic risk, and environmental constraints for property valuation |
| Regional benchmarking | Publish KRG property market index for investor confidence |
5.3 Sustainability Model
Funding Sources (Self-Sustaining)
| Revenue Stream | Estimated Annual Revenue |
| Property transfer fees (digital) | Primary proportional to transaction volume |
| Building permit fees | Secondary |
| Property valuation report fees (commercial/bank use) | Tertiary |
| Open data API (premium tier for bulk commercial access) | Minor |
| GIS data licensing (commercial use) | Minor |
Staffing (Steady State)
| Role | Count | Function |
| Platform engineers | 46 | Application maintenance, feature development |
| Database administrators | 2 | PostgreSQL + PostGIS, backup, replication |
| GIS specialists | 34 | Data maintenance, new parcel digitization, GeoServer operations |
| Security operations | 2 | Monitoring, incident response, certificate management |
| ML engineers | 12 | Model retraining, accuracy monitoring, new models |
| Product manager | 1 | Roadmap, stakeholder coordination, user feedback |
| Support / helpdesk | 34 | User support for citizens and staff |
| Total | 1621 | |
5.4 Success at Month 42 Means:
- Every property transaction in the Kurdistan Region can be completed digitally
- Property transfer time: < 1 hour (from weeks)
- 500K+ legacy deeds digitized and searchable
- 100% of urban parcels mapped in GIS
- Banks, courts, and insurers integrated via API
- Citizens trust the system (satisfaction > 85%)
- KRG team operates the platform independently
- Platform generates sufficient revenue to fund its own operations