🏛️ Bangsamoro Planning & Development Authority

Nova Gov:
AI Intelligence Layer for BARMM

While GIS platforms visualize your data, Nova Gov reasons across it — detecting conflicts between agencies, optimizing budget allocation, and generating actionable policy recommendations in real time.

6
BARMM Provinces
4.2M
Population Covered
₱6.6M
GIS Bid Context
Live AI
Zero Config
Section 1 · Regional Map
BARMM Regional AI Compliance Map
Click any province to view AI assessment, compliance score, and top 3 priority actions. Color indicates CLUP + disaster readiness score.
Lanao del Sur
Capital: Marawi City · Mainland BARMM
AI Compliance Score 68 / 100
⚠ High Disaster Risk CLUP Partial Pop: 1.3M
Maguindanao del Norte
Capital: Buluan · Mainland BARMM
AI Compliance Score 71 / 100
⚠ Moderate-High Risk CLUP Partial Pop: 725K
Maguindanao del Sur CRITICAL
Capital: Cotabato City administered · Mainland BARMM
AI Compliance Score 41 / 100
⚠ High Risk CLUP Non-compliant Pop: 548K CLUP 14mo overdue
— Moro Gulf · Sulu Sea —
Basilan
Capital: Lamitan City
AI Score 74 / 100
Moderate Risk CLUP Partial
Sulu URGENT
Capital: Jolo
AI Score 38 / 100
⚠ Very High Risk CLUP Never Filed
Tawi-Tawi
Capital: Bongao
AI Score 62 / 100
High Risk CLUP Partial
Section 2 · Positioning
Nova Gov as the AI Layer on Your GIS
GIS platforms visualize — Nova Gov reasons. When BPDA's GIS contract is awarded, Nova Gov plugs in as the AI intelligence layer, turning spatial data into planning decisions.
🗺️
Your GIS Data
Shapefiles & boundaries
Satellite imagery
Land-use maps
Infrastructure layers
Demographic data
→
🤖
Nova Gov
Cross-agency conflict detection
Budget optimization AI
CLUP compliance scoring
Natural-language queries
Executive AI briefings
→
📋
Planning Outputs
Priority action reports
Budget allocation plans
CLUP submissions
Disaster response plans
Governor briefings
🗺️ GIS Alone
✓ Shows where features are located
✓ Visualizes land-use boundaries
✓ Generates maps and layers
✗ Cannot detect cross-agency conflicts
✗ Cannot recommend budget allocation
✗ Cannot answer natural-language questions
✗ Cannot generate executive briefings
🤖 GIS + Nova Gov
✓ Everything GIS does
✓ Detects infrastructure-DRRM conflicts automatically
✓ Optimizes ₱500M budget across 6 provinces by need index
✓ "Which province needs urgent CLUP help?" → instant answer
✓ Generates Governor-ready morning briefings
✓ Works with any GIS vendor — vendor-agnostic AI layer
Section 3 · AI Feature Demo
⚠️ AI Cross-Province Conflict Detector
Nova Gov scans data across all BARMM agencies simultaneously — detecting conflicts that siloed dashboards miss. Click "AI Fix →" to generate a resolution plan.
Scanned across: Infrastructure · DRRM · Health · Finance · CLUP · PDO 4 conflicts detected across BARMM
🚧
Infrastructure project in Maguindanao del Norte inside HIGH flood-risk zone with no BPDA coordination
DPWH records show Kakar Bridge reconstruction (₱48M, 58% complete) is sited inside a DRRM-classified HIGH flood hazard zone in Datu Odin Sinsuat. BPDA has no record of receiving hazard review documentation. Rainy season begins June.
🏗️ Infrastructure / DPWH 🆘 BARMM DRRM 🏛️ BPDA Review
💊
Sulu health crisis: no doctor in 4 municipalities, Tawi-Tawi ambulance route blocked by unfinished road
BARMM DOH shows 4 Sulu municipalities (Talipao, Panglima Estino, Panglima Tahil, Tongkil) without a resident physician for 8+ months. Cross-province emergency referrals to Tawi-Tawi General Hospital require the Bongao coastal road — 31% complete and stalled since October 2025.
🏥 BARMM DOH 🏗️ Infrastructure 🏝️ Sulu · Tawi-Tawi
💰
₱82M BARMM Calamity Fund unobligated while 3 provinces have unfunded pre-disaster needs
BARMM Finance reports ₱82M in the Regional Calamity Fund at 18% absorption (FY target: 80% by June). DRRM assessments show Lanao del Sur (3 offline EWS sensors ₱1.4M), Maguindanao del Sur (6 evacuation centers unfurnished ₱5.8M), and Sulu (no PDRRMO office ₱2.1M) all have unfunded critical needs.
💰 BARMM Finance 🆘 BARMM DRRM 3 Provinces
📋
Maguindanao del Sur CLUP 14 months overdue — BPDA has no enforcement mechanism on file
DHSUD records show Maguindanao del Sur's CLUP submission is 14 months past the RA 12254 deadline. BPDA's compliance tracker shows no NOD (Notice of Default) issued, no technical assistance deployed, and no escalation to BARMM Parliament. A ₱2.1M administrative fine is accruing under RA 12254 Section 15.
📋 BPDA Compliance 🏛️ DHSUD ⚖️ RA 12254 Section 15
Section 4 · AI Simulation
AI Budget Allocation Simulator
Drag the slider to set BPDA's annual planning budget. Toggle between equal distribution and AI-optimized allocation based on need index (poverty rate + CLUP compliance gap + disaster risk score).
BPDA Annual Budget
₱500M
₱200M₱500M₱1B
Projected CLUP Compliance
+18%
by Dec 2027 vs. equal allocation
Displacement Risk Reduction
-23%
projected fewer evacuees annually
Poverty Impact Score
+31pts
HDI-weighted provincial gain
Section 5 · Live AI
🤖 BPDA AI Advisor
Ask anything about BARMM planning, CLUP compliance, budget allocation, or how Nova Gov integrates with GIS systems. Powered by live AI — no API key needed.
🏛️
Ask a question above or type below.
The AI knows BARMM planning context, RA 12254, and BPDA operations.
Nova Gov · Built by Zentarai Labs
AI-powered planning intelligence for Philippine Local Government Units
BARMM Regional Demo · Confidential · For BPDA evaluation only
📩 Contact Nova Gov