Sector 04 — Civic Infrastructure

Urban.

The Neural Pulse of the Metropolis.

Sofact architects the visual layers of modern smart cities—optimizing autonomous mobility, evaluating residential infrastructure, and automating civic governance through Vision Intelligence.

04.1 — Autonomous Mobility

Mobility & Flow.

Traffic Intelligence

Real-time metropolitan flow optimization. Our models analyze intersection density and vehicle classes to reduce congestion via intelligent, sovereign signal sequencing.

Signal Logic Flow Prediction

EV & Fleet Vision

Computer Vision for autonomous fleet tracking and EV infrastructure. Real-time detection of charging station occupancy and vehicle health analytics.

Metropolitan Autonomy

"Building a comprehensive vision layer for the autonomous street—identifying pedestrian patterns and emergency vehicle corridors."

04.2 — Architecture & Valuation

Facade Analytics.

Component Recognition

A specialized vision system detecting architectural features—Doors, Windows, Gates, and Ventilators—to automate property assessment and municipal oversight.

Tax Evaluation Automated facade-based property value assessment.
Illegal Occupation Identification of unauthorized settlements and slums.

Valuation Logic

"This model extends to architectural design audit, automated tax evaluation, and facade-based house value estimation via sovereign AI."

04.3 — Administration

Civic Governance.

Automating administrative oversight through Sofact Vision Core. We bridge the gap between human development and civic efficiency.

  • 01.
    Predictive HDI Analytics Using visual data to forecast Human Development Index metrics at the municipal level.
  • 02.
    Governance Oversight Identifying operational inefficiencies and suspicious behaviors in high-sensitivity government zones.

Social Intelligence

The Sofact Governance model provides a sophisticated solution for monitoring unauthorized activities in protected forest perimeters and urban slums, ensuring sustainable city growth.

04.4 — Infrastructure Health

Structural Safety.

Deep-learning based crack detection and fatigue analysis for mission-critical infrastructure.

Transit Bridges
Machinery Fatigue ID
Pavements Roadways
Hard-Check Fasteners

"Identifying river waste disposal violations and air pollution patterns in industrial urban corridors via sovereign edge-vision."

Environment Core