HR Intelligence
AI-powered HR analytics — resume screening, flight risk prediction, DEI analytics, HR chatbot, workforce planning, absenteeism & wellness analytics, and overtime & labour cost analytics — enabling data-driven municipal workforce management.
Screening Bias
Chatbot Reduction
Flight Risk
Pay Equity
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
7Delegated to
5ML models, NLP, chatbot framework
Dashboards & council-ready reports
Employee data & training records
Payroll, OT, and leave data
WSIB and wellness data
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 7 discrete capabilities — each with API surface, business rules, and data ownership.
ML-based qualification/experience/skills matching with bias mitigation (name-blind, demographic-blind), explainable ranking, and 60%+ time reduction.
ML Matching
Qualifications, experience, and skills matching against position requirements.
Bias Mitigation
Name-blind, demographic-blind screening with regular bias audits.
Explainable Ranking
Explainable ranking with configurable minimum qualification filtering.
Efficiency
60%+ time reduction in screening with ATS integration.
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 2 relationships — the authoritative schema for this bounded context.
Entities
Select an entity to explore its fields and relationships
API Surface
Integration Endpoints
7 RESTful endpoints across 6 resource groups — plus 3 domain events for async integration.
/api/v1/hr/analytics/flight-risk
Flight risk dashboard
Ecosystem
Products that depend on this module
2 Civic products consume HR Intelligence — making it one of the most critical platform services in the ecosystem.
Technical Specifications
Performance, Compliance & Configuration
AI Screening Bias
Chatbot Inquiry Reduction
Flight Risk Accuracy
Pay Equity Analysis
Reports
FAQ
Frequently Asked Questions
Ready to Integrate
Build on HR Intelligence
Request an architecture brief, integration guide, or live demo environment for your team.