Business Model
Sustainable, multi-tiered commercial strategy for civic infrastructure AI.
Procurement Architecture
Civic technology must align with the procurement realities of its governmental and enterprise adopters. The Drain platform abandons generic, inflexible software subscriptions in favor of a frictionless, transparent financial architecture tailored for Ugandan institutions and B2B partners.
Business Tiers
Flexible Models for Every Adopter
Municipal Dashboard License
For city authorities and public agencies
- Full GIS dashboard access
- Flood forecasting for priority zones
- Clear alert monitoring and visibility
- Ongoing model improvements
- Dedicated onboarding and support
Usage-Based API Access
For contractors, NGOs, and field teams
- Flexible per-node pricing
- Fast edge inference with YOLOv8-Nano
- Low-latency detection API
- ST-GNN telemetry for planning
- Volume discounts for larger deployments
Custom Enterprise Deployment
For large-scale deployments and strategic programs
- Tailored edge deployment
- Dedicated ST-GNN tuning
- Private dashboard environment
- Priority implementation and training
- Service-level support and SLA
Strategic Partnerships
Collaborative Ecosystem for Scale
Primary Municipal Adopters
KCCA and other city authorities as foundational deployment partners. Transitioning from costly manual patrols to proactive automated clearing.
Emergency Response Agencies
Red Cross and disaster units utilizing flood propagation forecasts to optimize relief deployment and evacuation routes.
Hardware & IoT Providers
Drone operators and IoT sensor manufacturers supplying edge infrastructure for YOLOv8-Nano detection models.
Competitive Moat
Traditional smart-city infrastructure models imported from the West fail in Sub-Saharan Africa due to exorbitant cloud-compute costs and heavy bandwidth requirements. The Drain platform fundamentally disrupts this cost barrier through optimized edge computing.
Edge-First Computing
3.2M parameter YOLOv8-Nano for ultra-fast, low-power inference on cheap edge devices
Localized Intelligence
Engineered specifically for Ugandan urban realities, not imported assumptions
No Vendor Lock-In
Open architecture with zero recurring subscription fees for core functionality
Procurement Architecture
Flexible, Accessible, and Institution-Ready
Request for Quotation
Formal RFQ workflows for government agencies and large-scale public infrastructure projects
Localized Payments
UGX processing, mobile money, and bank transfers designed for Ugandan institutions
Pro Forma Invoicing
Standard invoicing and payment processing for enterprise and B2B partners
Ready to Partner with Drain?
Join us in building proactive, data-driven urban flood management for African cities.