Land Use & Planning

CLUP & Zoning Ordinance Intelligence

Instantly query Comprehensive Land Use Plans, zoning ordinances, and land classification maps. Identify conflicts, assess reclassification requests, and model rezoning scenarios against HLURB/DHSUD guidelines.

RAG-powered
Data sources: HLURB/DHSUD CLUP registry · LGU zoning maps · NAMRIA cadastral layers · RA 7160

National & Local Policy RAG

Index the Philippine Development Plan, Regional Physical Framework Plans, IRRs, and local ordinances into a queryable knowledge base. Get instant, cited answers aligned with NEDA, DILG, and DHSUD requirements.

Auditable
Data sources: NEDA PDP · DILG memoranda · DHSUD standards · Sanggunian ordinances · RA 7279 · RA 7160

Socialized Housing & ISF Analysis

Identify suitable socialized housing sites compliant with RA 7279 (Urban Development and Housing Act). Assess informal settler family (ISF) concentration, displacement risk, and NHA resettlement criteria at barangay resolution.

UDHA-aligned
Data sources: NHA ISF Registry · PSA 2020 Census · DHSUD housing backlog · HDMF data · RA 7279

Community Consultation Synthesis

Aggregate and analyze barangay assembly inputs, Sangguniang Panlungsod transcripts, and public hearing submissions at scale — in Filipino, Cebuano, Ilocano, Hiligaynon, and other Philippine languages.

Multilingual NLP
Data sources: Barangay assembly minutes · Public hearing records · Community surveys · LGU feedback portals
Disaster Risk & Climate

Disaster Risk & Climate Resilience

Overlay PAGASA typhoon tracks, PHIVOLCS fault lines, NAMRIA flood hazard maps, and storm surge zones onto land use decisions. Build DRRMP-aligned scenarios grounded in official Philippine hazard data.

NAMRIA-integrated
Data sources: NAMRIA flood maps · PAGASA climate projections · PHIVOLCS fault database · MGB geohazard maps · RA 10121

Early Warning & Evacuation Planning

Model real-time evacuation routes based on flood progression data, identify barangays with no evacuation centers, calculate safe shelter capacity versus at-risk population, and automatically alert DRRMO officers.

Real-time alerts
Data sources: PAGASA rainfall data · NDRRMC advisories · LGU evacuation center registry · PSA population data

DRRMP Compliance & SGLG Readiness

Automatically score your LGU's Disaster Risk Reduction and Management Plan against DILG Seal of Good Local Governance (SGLG) criteria. Generate gap reports and corrective action plans with DBM-compliant budget estimates.

SGLG-aligned
Data sources: DILG SGLG scorecard · DRRM Fund utilization · NDRRMC compliance reports · MC 2023-059
Public Safety & Road Infrastructure

Motorcycle Crash Prediction & Prevention

AI analyzes historical crash data, road geometry, blind curves, intersection design, and traffic flow to predict motorcycle crash hotspots before accidents happen. Automatically recommends speed bumps, guardrails, rumble strips, and signage placement with BAC-ready cost estimates.

Life-saving AI
Data sources: PNP Traffic Management Group · DPWH road geometry · LTO crash registry · MMDA incident data · DPWH 2023: 9,600 fatalities/yr

Speed Behavior Prediction & Mapping

AI models human driving behavior — identifying roads where speeding is habitual, time-of-day patterns, and high-risk rider profiles. Generates speed zone recommendations, optimal speed bump placement, and dynamic warning sign triggers based on real behavior data.

Predictive AI
Data sources: LTO vehicle registration · DPWH road classification · PNP TMG speed enforcement records · LGU CCTV footage

Smart Warning Sign & Infrastructure Placement

AI determines exactly where to place warning signs, pedestrian crossings, school zone markers, reflectors, and road barriers for maximum visibility and impact — using approach speed data, sight distance calculations, road curve geometry, and time-of-day lighting analysis.

Optimized placement
Data sources: DPWH signage guidelines · LGU road inventory · Satellite imagery · BSRTC crash studies

Predictive Crime Prevention

AI maps crime hotspots from PNP blotter data, identifies environmental risk factors — dark alleys, abandoned lots, blind corners — and generates optimal tanod patrol routes and CCTV/streetlight placement to prevent crime before it happens.

Predictive AI
Data sources: PNP blotter database · DILG tanod rosters · MMDA CCTV registry · LGU street lighting inventory · PSA poverty data
Social Services & Human Development

Education Infrastructure & Dropout Prevention

AI maps school gaps against child population, identifies congested schools running triple shifts, predicts dropout risk from poverty data, and plans safe walking routes to school — helping LGUs keep every Filipino child in a classroom.

DepEd-aligned
Data sources: DepEd EBEIS enrollment data · PSA 2020 child population · DSWD 4Ps registry · LGU school mapping · RA 10533

Housing & Homeless Crisis Intelligence

AI identifies optimal socialized housing sites near jobs and transport, maps ISF settlements for humane relocation under RA 7279, and connects street-dwelling populations with DSWD services, 4Ps enrollment, and temporary shelter facilities.

UDHA-aligned
Data sources: DSWD homeless registry · NHA shelter programs · DHSUD housing data · PSA poverty incidence · 4Ps beneficiary list

Transport & Mobility Analysis

Ingest LTFRB route data, MRT/LRT ridership, jeepney network maps, and traffic counts. Model road network changes, TOD corridors, and last-mile connectivity gaps across Philippine cities and municipalities.

Real-time data
Data sources: LTFRB route database · DOTr ridership data · LGU road inventory · DPWH traffic counts · MMDA flow data
Governance & Compliance

SGLG Compliance Dashboard

Real-time tracking of all 7 SGLG governance areas — Good Financial Housekeeping, Disaster Preparedness, Social Protection, Business-Friendliness, Peace & Order, Environmental Management, and Tourism/Culture. Auto-generates corrective action roadmaps.

DILG-certified criteria
Data sources: DILG SGLG 2023 assessment criteria · COA audit reports · DRRM fund utilization · DBM budget data

Full-Text Ordinance & Resolution Search

Instantly search your LGU's entire legislative history — ordinances, resolutions, executive orders — with AI-powered semantic search. Find the exact clause relevant to a zoning decision or permit application in seconds.

Semantic search
Data sources: Sanggunian legislative database · DILG ordinance repository · LGU official gazette uploads

Budget & LDIP Gap Analysis

Cross-reference your LGU's Local Development Investment Program against actual infrastructure gaps, poverty indicators, and disaster risk scores. Identify underfunded priorities and generate DBM-format budget proposals with justifications.

DBM-aligned
Data sources: DBM LGU budget data · NEDA LDIP guidelines · COA financial reports · PSA poverty data · DILG CDP templates

Ready to see NovaGovAI in action
for your LGU?

Try the Live Demo Request a Walkthrough