311 Operations Analytics
Comprehensive operational reporting, SLA compliance intelligence, cost analytics, AI-driven predictive maintenance scheduling, demand forecasting, and ward equity analysis for data-driven 311 operations management.
Dashboard Load
Forecast Accuracy
SR Prevention
Data Retention
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
10Delegated to
3Dashboard rendering, report generation, exports
Predictive models, NLP analysis
Historical data aggregation, star schema
These capabilities are handled by dedicated modules and consumed via stable API contracts — keeping boundaries clean and ownership unambiguous.
Core Capabilities
What it does
3 capability groups comprising 10 discrete capabilities — each with API surface, business rules, and data ownership.
Real-time and historical SR volume breakdowns by category, channel, ward, zone, and priority with anomaly detection, heatmaps, and seasonal pattern identification.
Multi-Dimensional Breakdown
Volumes by category, subcategory, channel, ward, zone, and priority with daily/weekly/monthly/yearly granularity.
Anomaly Detection
Automated identification of unusual volume spikes using statistical methods and ML models.
Heatmaps
Time-of-day and day-of-week heatmaps revealing peak demand patterns for staffing optimization.
Seasonal Patterns
Multi-year seasonal pattern analysis for proactive resource planning.
Work order performance metrics including completion rates, phase times, cost per WO, quality scores, crew productivity, and contractor comparison.
Phase Timing
Average time by phase: assign, dispatch, travel, work, close — identifying bottlenecks.
Cost per WO
Cost breakdown by work order type with labour, material, equipment, and contractor components.
Quality Scores
Rework rate, first-time fix rate, and citizen satisfaction scores per crew and category.
Crew Productivity
WOs per day, utilization rate, and comparative contractor performance metrics.
Total cost of service by category with labour/material/equipment/contractor breakdown, budget variance, and year-over-year comparison.
Cost Breakdown
Labour, material, equipment, and contractor cost allocation per SR and per WO.
Budget Variance
Actual vs. budgeted spending by category with year-over-year comparison.
Unit Cost Benchmarking
Cost per SR, per asset type, and per lane-km benchmarked against peers.
Cost per SR
Full cost attribution including overhead from SR creation through resolution.
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
5 entities with 4 relationships — the authoritative schema for this bounded context.
Entities
Select an entity to explore its fields and relationships
API Surface
Integration Endpoints
11 RESTful endpoints across 5 resource groups — plus 4 domain events for async integration.
/api/v1/311/analytics/sr-volume
SR volume analytics
/api/v1/311/analytics/wo-performance
WO performance metrics
/api/v1/311/analytics/sla-compliance
SLA compliance report
/api/v1/311/analytics/cost
Cost analytics
/api/v1/311/analytics/root-cause
Root cause analysis
Ecosystem
Products that depend on this module
2 Civic products consume 311 Operations Analytics — making it one of the most critical platform services in the ecosystem.
Technical Specifications
Performance, Compliance & Configuration
Dashboard Load
Forecast Accuracy
Predictive Maintenance
Data Freshness
Historical Retention
Report Generation
FAQ
Frequently Asked Questions
Ready to Integrate
Build on 311 Operations Analytics
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