SagipAI translates PAGASA and NDRRMC bulletins and hazard maps into hyperlocal, plain-language action advisories in Tagalog, Bisaya, and Ilocano, sent to residents by SMS, Messenger, and voice call. When residents reply with SOS messages and photos, an LLM and vision triage dashboard helps barangay DRRM officers decide who to rescue first.
From typhoon bulletins to sari-sari copilots — practical, plain-language AI for the Philippines.
29 open architectural briefs designed for national resilience. Each concept includes a grounded problem statement, AI & telco architecture, live 3-minute judge demo script, 30-hour hackathon build schedule, and rubric scoring.
Highest Scored Blueprints
View leaderboard →SagipAI translates PAGASA and NDRRMC bulletins and hazard maps into hyperlocal, plain-language action advisories in Tagalog, Bisaya, and Ilocano, sent to residents by SMS, Messenger, and voice call. When residents reply with SOS messages and photos, an LLM and vision triage dashboard helps barangay DRRM officers decide who to rescue first.
During El Niño droughts when Angat and local reservoirs drop to crisis levels, TubigAI optimizes municipal water rationing schedules using network pressure simulations and sends citizens exact, street-level water availability forecasts via SMS and chat so communities never wake up to dry taps without warning.
When El Niño cuts irrigation water to zero, Tanim-Init uses satellite soil moisture data and AI forecasting to advise smallholder Filipino farmers when to switch from water-heavy paddy rice to high-value, drought-resilient crops (like mungbean or sorghum), delivering hyper-local farming steps via SMS in their native dialect.
Safe & Resilient Communities
Hyperlocal typhoon warnings, flood depth vision AI, earthquake structural tagging, and barangay triage.
BahaWatch uses vision AI to estimate street flood depth from existing CCTV feeds and crowdsourced phone photos, using cars, people, and posts as built-in measuring sticks. It builds a live community flood map and warns commuters and drivers which roads are passable ("gutter-deep," "knee-deep," "not passable to light vehicles").
LindolReady lets any homeowner photograph their house so AI can flag earthquake weak points (soft stories, unreinforced hollow blocks, heavy overhangs, missing ties) and give a vulnerability score with practical, affordable retrofit tips. Combined anonymously, the scores give LGUs a street-level risk heatmap for the West Valley Fault "Big One."
Smarter Public Service
Permit copilots, citizen complaint triage (8888), RHU health clinic queues, and adaptive traffic flow.
Serbisyo Copilot is a Taglish/Bisaya AI frontline assistant that tells citizens exactly which requirements they need for a barangay clearance, cedula, business permit, or building permit, then uses vision AI to check that uploaded documents are complete and readable before they ever reach the counter. Sensitive data is redacted on the device first, so LGUs cut repeat visits and queues while staying compliant with the ARTA Act and the Data Privacy Act.
Daloy turns existing CCTV feeds and PUV GPS data into real-time vehicle counts, then recommends adaptive traffic signal timings and better jeepney and modern PUV routes and dispatch for LGUs and the MMDA. It works with the cameras cities already own, with no new road sensors needed.
Kalusugan Triage helps barangay health workers (BHWs) and RHU staff take symptoms in Tagalog, Bisaya, Ilocano, or Hiligaynon, flag danger signs, and put patients in the right priority queue, so the sickest are seen first and urgent cases are referred quickly. It is a decision-support and queue tool, not a diagnosis tool, and it links patients to PhilHealth Konsulta and referral facilities.
Sustainable & Connected PH
Drought-adaptive farming, water rationing AI, classroom heat alerts, grid protection, and GIDA connectivity.
During El Niño droughts when Angat and local reservoirs drop to crisis levels, TubigAI optimizes municipal water rationing schedules using network pressure simulations and sends citizens exact, street-level water availability forecasts via SMS and chat so communities never wake up to dry taps without warning.
When El Niño cuts irrigation water to zero, Tanim-Init uses satellite soil moisture data and AI forecasting to advise smallholder Filipino farmers when to switch from water-heavy paddy rice to high-value, drought-resilient crops (like mungbean or sorghum), delivering hyper-local farming steps via SMS in their native dialect.
When El Niño sends Philippine heat indices soaring past 45°C, InitAlert PH predicts localized classroom and workplace thermal stress 48 hours in advance, auto-drafting localized DepEd school shift advisories and alerting construction sites so students and workers don't suffer heat stroke.
Future-Ready Workforce
TESDA skill bridges, MATATAG teacher assistants, offline SMS tutors, and sari-sari store bookkeeping.
SkillBridge PH interviews workers by voice in Filipino, Taglish, or their local language, pulls out the skills they already have, and matches them to TESDA courses and nearby job openings. It is built for people AI is displacing, starting with BPO agents, and it gives PESO officers a ready-to-act profile for every worker instead of a blank form.
Tutor sa Bulsa gives students in low-connectivity barangays a patient, DepEd-aligned AI tutor they can reach by text message from any phone, or through a small on-device model that runs without internet. It explains lessons in Filipino, English, or the learner's own language and quietly tracks mastery so teachers know who needs help.
Tindahan Copilot turns a sari-sari store owner's phone into an inventory clerk, demand forecaster, and business coach: take a photo of supplier receipts or shelves and the AI does the bookkeeping. Over time, the store's verified sales patterns become an alternative credit score that opens fair loans to micro-entrepreneurs banks have ignored.
Trusted Digital Government
Citizen anti-scam detectors, PhilGEPS procurement red flags, election fact-checking, and DPA compliance.
BantayScam is a chatbot where any Filipino can forward a suspicious SMS, link, or screenshot and get a plain Taglish explanation of whether it is a scam, and why, within seconds. Every report is anonymized and added to a live trends dashboard so CICC, LGUs, and telcos can see new scam waves while they are spreading, not weeks afterward.
Kamay translates Filipino Sign Language (FSL) into text and speech, and turns a clerk's speech back into captions and FSL, so Deaf Filipinos can transact at a city hall, PhilHealth, or SSS counter without waiting for an interpreter. It also adds voice navigation to government kiosks and e-services, so blind, low-vision, and low-literacy citizens can use them too.
PondoLens reads public procurement data from PhilGEPS and COA audit reports, flags patterns like split contracts, repeat winners, and overpricing, and explains each one in plain Filipino or English. It gives journalists, auditors, LGU officials, and ordinary taxpayers the same early-warning view of where public funds may be leaking.
30-Hour Hackathon Blueprint Architecture
Every brief follows an identical execution framework to take teams from blank terminal to working judge demo in under 30 hours:
Ingest Project NOAH, HazardHunter, PhilGEPS, or PAGASA sample sets.
Multimodal LLM prompt chain, YOLO vision classification, or Whisper STT.
Smart SMS/A2P webhooks, Leaflet maps, and responsive frontline queue.
Live phone SMS trigger, photo upload test, and 3-minute judge script.