Waste Intelligence
AI-powered waste management intelligence — dynamic route optimization, smart bin IoT sensors, computer vision contamination detection, and waste diversion analytics for data-driven collection operations.
Route Optimization
Fuel Reduction
CV Contamination
IoT Uptime
Purpose-Built for Canadian Municipalities
Purpose & Scope
What this module owns
Clear ownership boundaries prevent duplication and ensure every capability has exactly one authoritative home.
Owns
4Delegated to
4ML models, computer vision
IoT device integration, streaming
Route/collection data
Resident notifications
These capabilities are handled by dedicated modules and consumed via stable API contracts — keeping boundaries clean and ownership unambiguous.
Core Capabilities
What it does
4 capability groups comprising 4 discrete capabilities — each with API surface, business rules, and data ownership.
ML-based daily route optimization considering traffic, weather, seasonal volume, and construction with real-time re-routing capability.
ML Optimization
Daily optimization incorporating traffic patterns, weather forecasts, seasonal volume, and construction zones.
Real-Time Re-Routing
Dynamic re-routing based on live conditions for emergencies and road closures.
Savings
15–20% time reduction, 10–15% fuel savings.
Every module owns a single bounded context, exposes stable APIs, and can be composed into any Civic product — that's the architecture that scales.
Krutik Parikh
Creator of Civic
Data Model
Entity Architecture
3 entities with 3 relationships — the authoritative schema for this bounded context.
Entities
Select an entity to explore its fields and relationships
API Surface
Integration Endpoints
4 RESTful endpoints across 4 resource groups — plus 3 domain events for async integration.
/api/v1/waste/intelligence/routes/optimized
Optimized route plans
Ecosystem
Products that depend on this module
3 Civic products consume Waste Intelligence — making it one of the most critical platform services in the ecosystem.
Technical Specifications
Performance, Compliance & Configuration
Route Optimization
Fuel Savings
Contamination Detection
IoT Sensor Reliability
FAQ
Frequently Asked Questions
Ready to Integrate
Build on Waste Intelligence
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