Build first
#1
SagipAI ★ 74.0
Highest total (74) — purok-level dialect alerts + SOS triage. Needs an SMS sandbox and one pilot barangay.
#2
ConnectPH ★ 73.0
Saves PLDT capex while serving DICT and GIDAs. Needs planner-validated cost math, not map theater.
#3
BantayScam ★ 70.0
Safest 30-hour demo. Needs a CICC pilot and measured accuracy on 500+ real PH scams.
Full ranking — all 56
| Rank | Idea | Score | Verdict | Action |
|---|---|---|---|---|
| #1 | #01 SagipAI | ★ 74.0 | Strong Candidate | Idea → |
| #2 | #12 ConnectPH | ★ 73.0 | Strong Candidate | Idea → |
| #3 | #21 BantayScam | ★ 70.0 | Strong Candidate | Idea → |
| #4 | #30 AralOffline | ★ 69.0 | Strong Candidate | Idea → |
| #5 | #03 BahaWatch | ★ 68.0 | Worth Prototyping | Idea → |
| #6 | #32 ListaKo | ★ 67.3 | Strong Candidate | Idea → |
| #7 | #20 TindahanIQ | ★ 64.0 | Worth Prototyping | Idea → |
| #8 | #24 Kamay | ★ 63.5 | Research Further | Idea → |
| #9 | #18 Tutor sa Bulsa | ★ 63.0 | Research Further | Idea → |
| #10 | #22 PondoLens | ★ 62.5 | Research Further | Idea → |
| #11 | #09 LusogLine | ★ 62.0 | Research Further | Idea → |
| #12 | #16 TrabahoBridge | ★ 61.0 | Worth Prototyping | Idea → |
| #13 | #02 MATA | ★ 60.0 | Research Further | Idea → |
| #14 | #11 AniAI | ★ 60.0 | Rework | Idea → |
| #15 | #54 DeepFakeBuster | ★ 60.0 | Research Further | Idea → |
| #16 | #06 SerbisyoReady | ★ 59.0 | Rework | Idea → |
| #17 | #17 GuroGabay | ★ 59.0 | Worth Prototyping | Idea → |
| #18 | #27 Tanim-Init | ★ 58.0 | Research Further | Idea → |
| #19 | #14 IsdaWatch | ★ 57.0 | Research Further | Idea → |
| #20 | #05 LindolReady | ★ 56.0 | Research Further | Idea → |
| #21 | #10 Daloy | ★ 56.0 | Discard | Idea → |
| #22 | #55 LoveScamLens | ★ 56.0 | Rework | Idea → |
| #23 | #34 BombaWatch | ★ 55.8 | Worth Prototyping | Idea → |
| #24 | #44 BahaPassable | ★ 55.3 | Discard | Idea → |
| #25 | #04 TanodLens | ★ 55.0 | Rework | Idea → |
| #26 | #08 PermitReady | ★ 55.0 | Rework | Idea → |
| #27 | #41 DagatKalat | ★ 55.0 | Rework | Idea → |
| #28 | #43 LindolLens | ★ 54.8 | Research Further | Idea → |
| #29 | #37 PalengkePrice | ★ 54.0 | Rework | Idea → |
| #30 | #23 TotooBa? | ★ 53.5 | Rework | Idea → |
| #31 | #25 PrivacyCheck | ★ 53.5 | Worth Prototyping | Idea → |
| #32 | #42 GhostBaha Buster | ★ 53.5 | Discard | Idea → |
| #33 | #07 HinaingRadar | ★ 53.0 | Discard | Idea → |
| #34 | #19 InterviewKo | ★ 53.0 | Discard | Idea → |
| #35 | #28 InitAlert PH | ★ 53.0 | Rework | Idea → |
| #36 | #15 SolarSense | ★ 52.0 | Rework | Idea → |
| #37 | #47 LagnatLink | ★ 51.8 | Rework | Idea → |
| #38 | #26 TubigAI | ★ 51.0 | Rework | Idea → |
| #39 | #40 QuizKart | ★ 50.8 | Research Further | Idea → |
| #40 | #33 PesteVision | ★ 50.5 | Research Further | Idea → |
| #41 | #49 BrownoutBuddy | ★ 49.3 | Discard | Idea → |
| #42 | #51 HanapRebuild | ★ 49.0 | Rework | Idea → |
| #43 | #56 BudgetBaha | ★ 49.0 | Rework | Idea → |
| #44 | #13 BasuraBantay | ★ 48.0 | Discard | Idea → |
| #45 | #39 LoloRemind | ★ 48.0 | Rework | Idea → |
| #46 | #50 HeatClass | ★ 47.0 | Discard | Idea → |
| #47 | #29 KuryenteWatch | ★ 46.5 | Discard | Idea → |
| #48 | #45 TUPADWatch | ★ 46.5 | Discard | Idea → |
| #49 | #46 PresyoPatrol | ★ 46.5 | Discard | Idea → |
| #50 | #52 GuroGawa | ★ 46.0 | Discard | Idea → |
| #51 | #48 SibuyasSight | ★ 45.0 | Discard | Idea → |
| #52 | #53 LiveBenta | ★ 44.0 | Discard | Idea → |
| #53 | #31 MeshBalita | ★ 42.0 | Rework | Idea → |
| #54 | #35 JeepBit | ★ 40.8 | Discard | Idea → |
| #55 | #36 GoBagReady | ★ 40.0 | Discard | Idea → |
| #56 | #38 BayanihanLink | ★ 38.0 | Discard | Idea → |
Awards
- Most innovative
- #18 Tutor sa Bulsa — SMS + on-device tutor for zero-signal barangays (SMS-only first).
- Most practical
- #21 BantayScam — Shippable in hours with a measurable accuracy test.
- For communities
- #01 SagipAI — Purok-level dialect voice + SOS triage for 20 cyclones a year.
- Public sector
- #12 ConnectPH Map — Per-peso rollout map across 42,000+ barangays.
- Business
- #20 TindahanIQ — FMCG signals + fair-credit alternative to 5-6 lenders.
- Best AI use
- #24 Kamay — FSL vision has no non-AI substitute. Hardest 30h build.
- Easiest demo
- #21 BantayScam — The safest working demo that still matters.
- Most underrated
- #32 ListaKo — Offline voice ledger; on-device privacy beats cloud POS.
- Most overhyped
- #29 KuryenteWatch — Grid-control claims on no data (46.5).
Methodology — weights, formula, bands
Innovation 25% · Fit 25% · AI value 20% · Feasibility 15% · Impact 15%. Score = (Innovation × 0.25) + (Fit × 0.25) + (AI × 0.20) + (Feasibility × 0.15) + (Impact × 0.15).
Bands: 90–100 exceptional · 80–89 strong · 70–79 promising · 60–69 needs improvement · 40–59 weak · 0–39 very weak.
Verdicts: Strong Candidate (competitive) · Worth Prototyping (small test) · Research Further (unverified assumptions) · Rework (major changes) · Discard (not as pitched). Each dossier page shows its five criterion bars. Scores are comparative, not official PLDT marks.
Merge / remove notes
- 06 + 08 → one LGU-transaction entry, not two chatbots.
- 03 + 44 → one flood-depth entry (keep BahaWatch).
- 17 + 52 + 40 → one teacher-AI entry (validated bank).
- 20 + 32 → one sari-sari entry (ledger now, forecast later).
- 21 + 55 → shared scam-intel pipeline.
- 23 + 54 → shared verification stack.
- 22 + 42 + 56 → at most one accountability entry.
- 28 + 50 → at most one heat entry.
- Drop as standalone entries (live duplicates): GhostBaha, TUPADWatch, PresyoPatrol, BahaPassable, BrownoutBuddy, HanapRebuild, BudgetBaha, HeatClass.