#01 · Safe and Resilient Communities
★ 74.0 (#1)
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.
#12 · Sustainable and Connected PH
★ 73.0 (#2)
ConnectPH Map combines satellite building detection, population estimates, and network coverage data to find unconnected communities and geographically isolated and disadvantaged areas (GIDAs) barangay by barangay. It then ranks where fiber, a new tower, satellite, or a free WiFi hotspot will connect the most people for each peso. It turns "Connect the unconnected" into a ranked, data-driven rollout map for PLDT/Smart, DICT, and LGUs.
#21 · Trusted Digital Government
★ 70.0 (#3)
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.
#30 · Independent Community Builds
★ 69.0 (#4)
AralOffline is an offline-first Tagalog tutor for Grades 4-6 that runs entirely on-device — reading help, math drills, and oral recitation scoring with no account, no cloud, and no internet after install. Built for GIDA schools and brownout-prone classrooms where connectivity can't be assumed.
#03 · Safe and Resilient Communities
★ 68.0 (#5)
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").
#32 · Independent Community Builds
★ 67.3 (#6)
TindahanLedger is a voice-and-photo ledger for sari-sari stores — utter '₱150 Ariel, utang ni Ate Nena' and it logs the sale, the utang, and the stock count, all on-device. No account, no cloud, no load needed; weekly kwenta appears as one clear page.
#20 · Future-Ready Workforce
★ 64.0 (#7)
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.
#24 · Trusted Digital Government
★ 63.5 (#8)
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.
#18 · Future-Ready Workforce
★ 63.0 (#9)
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.
#22 · Trusted Digital Government
★ 62.5 (#10)
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.
#09 · Smarter Public Service
★ 62.0 (#11)
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.
#16 · Future-Ready Workforce
★ 61.0 (#12)
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.
#02 · Safe and Resilient Communities
★ 60.0 (#13)
MATA ("eye") puts a vision-AI damage inspector on Rokid AR glasses, or a phone camera as a fallback, so that responders walking through a typhoon- or earthquake-hit barangay can detect and classify structural damage just by looking. It then auto-drafts the official RDANA (Rapid Damage Assessment and Needs Analysis) report hands-free, cutting the time before aid can be requested from days to hours.
#11 · Sustainable and Connected PH
★ 60.0 (#14)
AniAI lets a Filipino farmer take a photo of a sick rice, corn, banana, or coconut plant and, within seconds, learn what disease or pest it is and what to do about it. The advice takes the weather into account and arrives by SMS or voice in Hiligaynon, Cebuano, Ilocano, or Tagalog, even where signal is weak.
#54 · Trusted Digital Government
★ 60.0 (#15)
DeepFakeBuster checks if a viral photo or video misuses a real person's face — then explains the Aug 2026 NPC rule and drafts a takedown + NPC complaint in Tagalog. Built after PNP vowed to file charges and Meta agreed to fast-track removals.
#06 · Smarter Public Service
★ 59.0 (#16)
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.
#17 · Future-Ready Workforce
★ 59.0 (#17)
Guro AI produces MATATAG-aligned daily lesson logs, quizzes, worksheets, and reading passages in Filipino, English, and local languages in minutes, and it auto-fills the forms teachers spend nights on. Teachers stay in control of the content, and Guro AI handles the paperwork so they can focus on learners.
#27 · Sustainable and Connected PH
★ 58.0 (#18)
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.
#14 · Sustainable and Connected PH
★ 57.0 (#19)
IsdaWatch sends municipal fisherfolk daily SMS advisories in their dialect on where fish are likely and whether it is safe to go out. It also uses satellite night-light (VIIRS) and vessel-tracking data to flag commercial boats illegally fishing inside the 15-km municipal waters. One platform protects both the bangkero's life and his livelihood.
#05 · Safe and Resilient Communities
★ 56.0 (#20)
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."
#10 · Smarter Public Service
★ 56.0 (#21)
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.
#55 · Trusted Digital Government
★ 56.0 (#22)
LoveScamLens pastes a suspicious chat and tells you in Taglish if it's Sad Boi, Seducer, Investor, Serviceman, or Slow Burn — the exact AI love-scam profiles CICC warned about in Feb 2026 — plus what to do next without shaming the victim.
#34 · Independent Community Builds
★ 55.8 (#23)
BombaWatch clamps a vibration sensor on a communal water pump and learns its healthy hum — when bearings wear or dry-run starts, it buzzes the caretaker on any phone. No cloud subscription, no telco platform; a barangay handyman installs it with a screwdriver.
#44 · Safe and Resilient Communities
★ 55.3 (#24)
BahaPassable answers the habagat question in 10 seconds — 'Knee-deep sa Malabon, passable sa motor?' — by fusing MMDA flood reports, citizen dashcam photos, and rain gauges into a street-level passability map. Built for the gutter-to-knee floods that stranded commuters during SONA and Super Typhoon Inday.
#04 · Safe and Resilient Communities
★ 55.0 (#25)
Tanod Lens turns the barangay's existing CCTV cameras into an AI early-warning system that detects fire and smoke, road accidents, and dangerous crowd crush, then instantly alerts tanods and the BFP. It does this without face recognition, anonymizing every frame on the device before anything leaves the camera.
#08 · Smarter Public Service
★ 55.0 (#26)
PermitPilot is an AI agent that walks Filipino micro-entrepreneurs step by step through DTI/SEC, barangay, LGU (Mayor's permit), and BIR registration. It pre-fills forms from a single conversation and tracks each application's status in one timeline. It turns a confusing, multi-agency maze into a guided checklist so more sari-sari stores, home bakers, and online sellers can formalize.
#41 · Independent Community Builds
★ 55.0 (#27)
DagatKalat counts sachets, bottles, and nets from shoreline photos and builds a barangay-level plastic index anyone can verify — offline first, open method. Youth teams audit monthly; the data pressures sari-sari suppliers and supports local ordinances with evidence.
#43 · Safe and Resilient Communities
★ 54.8 (#28)
LindolLens photographs a cracked wall or column and tells families and principals in seconds whether to stay out, call the engineer, or keep observing — in Bisaya, Tagalog, and Ilocano. Trained on post-quake patterns from the Cebu M6.9 and Mindanao M7.8, it prioritizes classrooms and boarding houses for the next inspection.
#37 · Independent Community Builds
★ 54.0 (#29)
PalengkePrice lets vendors and buyers snap price boards and agree on today's presyo — OCR reads the board, neighbors confirm, and a weekly palengke index appears. Peer-to-peer sync means it works inside concrete markets with no signal and no central price server.
#23 · Trusted Digital Government
★ 53.5 (#30)
TotooBa? is a chatbot and browser tool that takes a viral post, video, or voice clip about a typhoon, earthquake, or election and checks it against official sources like PAGASA, PHIVOLCS, COMELEC, and PIA. It replies within seconds, in Filipino, with a clear verdict and the official link. It also flags likely deepfakes so a fake "Signal No. 5" post or an AI-cloned candidate voice can't spread unchallenged.
#25 · Trusted Digital Government
★ 53.5 (#31)
PrivacyCheck LGU scans an LGU's websites, online forms, and Facebook-linked sign-up pages, finds Data Privacy Act gaps such as missing privacy notices, excessive data collection, and insecure forms, and produces a prioritized fix list plus an NPC-ready compliance report. It gives the 1,700 under-resourced LGU Data Protection Officers a privacy auditor that works in minutes, not months.
#42 · Safe and Resilient Communities
★ 53.5 (#32)
GhostBaha Buster cross-checks DPWH flood-control lists against satellite images, citizen photos, and habagat flood reports to flag ghost or guni-guni projects — then drafts a one-page evidence pack any SK, parish, or reporter can file. Born from the ₱545B flood-control scandal and Marcos' 'mahiya naman kayo' audit order.
#07 · Smarter Public Service
★ 53.0 (#33)
Hinaing AI collects citizen complaints from the 8888 hotline, LGU Facebook pages, and SMS, then automatically classifies, de-duplicates, summarizes, and routes each one to the right office with an SLA clock running. LGU leaders get a live sentiment and trend dashboard that turns thousands of messy "hinaing" into clear action items.
#19 · Future-Ready Workforce
★ 53.0 (#34)
InterviewKo runs realistic, role-specific mock interviews for BPO accounts, OFW deployments, and entry-level jobs, then gives instant feedback on answer content, English fluency and pronunciation, and confidence. It brings the coaching that well-connected applicants get from mentors to every fresh graduate with a phone.
#28 · Sustainable and Connected PH
★ 53.0 (#35)
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.
#15 · Sustainable and Connected PH
★ 52.0 (#36)
SolarSense LGU uses satellite imagery to estimate the rooftop solar potential, cost, and payback of every public school, barangay hall, and hospital in a city or province. It ranks which buildings to solarize first for both savings and brownout resilience. LGUs go from "we should go solar" to a fundable, prioritized project list in minutes.
#47 · Smarter Public Service
★ 51.8 (#37)
LagnatLink asks 5 flood-exposure questions in Tagalog/Bisaya and tells families whether to go to the RHU now, observe, or call for pickup — cutting deadly delays after habagat wading. Built for the post-flood leptospirosis spikes DOH warns about every August.
#26 · Sustainable and Connected PH
★ 51.0 (#38)
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.
#40 · Independent Community Builds
★ 50.8 (#39)
QuizKart turns a photo of a textbook page or handwritten lesson into a 10-item quiz with answer key — fully offline for classrooms with one teacher phone and no projector. Teachers print or dictate; pupils answer on paper while the app checks the key.
#33 · Independent Community Builds
★ 50.5 (#40)
PesteVision photographs a leaf and names the likely pest or deficiency in Tagalog plus what to do next — all offline on a farmer's phone. Built for plots with no signal, it ships with Ilocos-to-Bicol pest examples and tells farmers when to ask the MAO instead of spraying blindly.
#49 · Sustainable and Connected PH
★ 49.3 (#41)
BrownoutBuddy fuses utility advisories, typhoon winds, and citizen 'wala na kaming ilaw' reports into a purok-level outage map with restoration estimates — plus a sari-sari freezer checklist. Built for habagat blackouts and post-quake GenSan energy crunches.
#51 · Future-Ready Workforce
★ 49.0 (#42)
HanapRebuild turns 10-day TUPAD cleanup stints into a skills passport toward rebuilding jobs — masonry helper, fish-port handler, solar aide — matching habagat and quake victims to nearby paid gigs with one-tap TESDA micro-course links. Built after 48,667 Central Luzon TUPAD placements that ended too soon.
#56 · Trusted Digital Government
★ 49.0 (#43)
BudgetBaha turns the 10,000-row flood-control budget maze into a barangay search — 'Magkano sa amin, sino contractor, tapos na ba?' — with contractor networks and red-flag scores from COA-style rules. Built for the 2027 DPWH ₱103B flood budget debate and Sandiganbayan trials.
#13 · Sustainable and Connected PH
★ 48.0 (#44)
BasuraBot uses computer vision to check whether household and materials recovery facility (MRF) waste is properly segregated under RA 9003. It also optimizes garbage collection routes and detects illegal dumping from CCTV and citizen photos. LGUs get one AI dashboard to cut collection costs, raise recycling rates, and keep waste out of esteros and Manila Bay.
#39 · Independent Community Builds
★ 48.0 (#45)
LoloRemind reminds lolo and lola to take maintenance meds with big buttons, voice prompts in Tagalog/Bisaya, and a family QR that carries the schedule — no account, no internet, no data leaving the home. Built for households sharing one phone.
#50 · Sustainable and Connected PH
★ 47.0 (#46)
HeatClass turns PAGASA heat indexes and classroom profiles (yero roof, 60 pupils, no fan) into a principal-ready recommendation — shorten, shift to morning, or suspend — with a parent SMS in Tagalog. Built for the March-June heat suspensions that now rival typhoon breaks.
#29 · Sustainable and Connected PH
★ 46.5 (#47)
During El Niño droughts when low dam water slashes hydroelectric generation right as heatwaves drive peak air conditioning demand, KuryenteWatch uses AI to predict grid Yellow/Red alerts 24 hours in advance and automates commercial demand-response load shedding to prevent rotating blackouts.
#45 · Smarter Public Service
★ 46.5 (#48)
TUPADWatch lets habagat-hit workers check TUPAD and livelihood aid fairly — am I listed, is my payout correct, is there a ghost beneficiary on my street? Built after DOLE's ₱386M Central Luzon rollout to 49,879 workers, it turns confusing payout lists into plain-Tagalog answers with an appeal draft.
#46 · Smarter Public Service
★ 46.5 (#49)
PresyoPatrol photographs a price tag or receipt and tells you in seconds if it's over SRP or price-freeze — then drafts a DTI complaint in Tagalog. Built for the 60-day post-quake price freezes and habagat SRP chaos, when canned goods and bottled water spike overnight.
#52 · Future-Ready Workforce
★ 46.0 (#50)
GuroGawa photographs any MATATAG lesson page and returns a 10-item quiz with key in 30 seconds — plus a 5-minute remediation script for struggling readers. Built for teachers with 60 pupils, one phone, and no photocopy budget.
#48 · Sustainable and Connected PH
★ 45.0 (#51)
SibuyasSight traces the onion and rice price you pay back to farmgate, cold storage, and import timing — using PSA price situationers and DA bulletins — then explains in Tagalog who earned what. Built for the sibuyas shocks and rice swings that return every year.
#53 · Future-Ready Workforce
★ 44.0 (#52)
LiveBenta turns a sari-sari shelf photo into a live-selling script, Shopee caption, and price bundle in Taglish — no marketing degree needed. Built for nanays who survived habagat lean weeks by going online for the first time.
#31 · Independent Community Builds
★ 42.0 (#53)
MeshBalita is a barangay bulletin that hops over cheap WiFi mesh and LoRa — announcements, flood alerts, and assembly minutes sync phone-to-phone with no cell signal or cloud. When one phone gets signal, it carries the backlog out; until then the barangay still informs itself.
#35 · Independent Community Builds
★ 40.8 (#54)
JeepBit is a driver-owned trip logbook — boundary, diesel, passenger count, and route notes stay on the driver's phone, with a weekly kita page and a polite fare explainer for passengers. No fleet cloud, no operator dashboard watching drivers; the data belongs to the driver.
#36 · Independent Community Builds
★ 40.0 (#55)
GoBagList turns your purok's public flood/landslide/quake zone into a one-page family go-bag and papers checklist in Tagalog — what to pack, where copies go, who carries whom. No account, no location upload; type your purok once and everything stays local.
#38 · Independent Community Builds
★ 38.0 (#56)
BayanihanLink matches volunteers to nearby cleanups, tutoring, and relief repacking with one-tap signup and offline QR check-in — no national platform account, no data selling. A parish or SK chapter runs its own chapter file it fully owns.