NSPIRE + AI Mobile Inspection

Modernize HUD inspections with verified, AI-guided evidence.

This project builds an AI-assisted mobile workflow aligned to HUD’s NSPIRE standards, designed to accelerate inspections while improving accuracy, traceability, and resident safety outcomes.

Unit · Inside · OutsidePhoto + Sensor CaptureDeficiency Validation

Project focus

AI-assisted evidence capture for NSPIRE standards.
Consistent deficiency classification and severity tagging.
Audit-ready reporting for owners, agents, and HUD review.
Shorter inspection cycles without sacrificing compliance.

Why now

NSPIRE emphasizes clear deficiency attributes and location-specific details. AI can guide inspectors to capture evidence with consistent framing, labels, and context.

What we are building

A mobile-first inspection workflow that pairs guided checklists with computer vision prompts, ensuring every deficiency is documented to HUD standards.

What success looks like

Faster inspections, fewer re-visits, and transparent reports that help owners remediate issues quickly while meeting HUD compliance.

Featured NSPIRE Standards

Explore detailed inspection procedures for key standards with step-by-step guides, flow diagrams, and real-world examples.

Outside

Address and Signage Standard

Ensures properties have clearly visible and legible address numbers and signage. Addresses must be readable from the street and properly identify building entrances and units.

UnitInside

Bathtub and Shower Standard

Covers fixtures that dispense clean water for bathing and self-care with proper drainage. Includes inspection of operability, component condition, and privacy requirements for tubs and showers.

UnitInside

Cabinet and Storage Standard

Evaluates the condition and functionality of cabinets, shelving, and storage areas. Ensures doors, drawers, and hardware are operational and properly secured.

View All Standards →