Discovery Lens
C Combination Innovation
Two separate worlds finally connect — and the intersection is a product
In Plain English
The Philippines government agency OWWA handles over 12,000 wage-dispute cases per year for Filipino workers abroad who are owed unpaid wages by employers in Saudi Arabia, Hong Kong, and Singapore. Their 34 overseas offices currently handle each case through email, scanned PDFs, and 6-12 month resolution timelines. An AI-native casework system could intake cases from OFW workers' phones, translate documents, track negotiation steps, and coordinate across OWWA's overseas offices — turning a 9-month resolution into a 3-month one. The buyer is OWWA itself, which has a $400M+ annual budget and a documented history of software procurement.
One-Liner
AI-native casework platform for OWWA (Philippines Overseas Workers Welfare Administration) automating the intake, document handling, and cross-jurisdiction tracking of overseas Filipino worker wage-dispute cases.
AI Thinking Process
Seed 2 from prior session: target Philippine OWWA as government procurement buyer, not NGO tool or consumer app. Cross-domain: government welfare administration × AI casework. OWWA has $400M+ budget and documented software procurement history.
OWWA has 2M+ active OFW members, 12-18K annual wage recovery cases, 34 POLO offices in 30-40 countries. Currently: Excel + email + scanned PDFs, 6-12 month resolution. OWWA awarded $2.1M case management contract to Sparta Solutions Manila in 2022 — flagged as single-source-only.
G140 fires: Sparta Solutions, Pointwest, Curiosity are local IT incumbent channel partners for OWWA procurement. Escape condition (1) holds: incumbent has structural conflict? No structural conflict found. Escape condition (2): target different buyer tier? No — OWWA is THE buyer. Marginally passing G140 via AI-native architecture differentiation.
WHO: OWWA Procurement Officer, Manila. CURRENT: POLO field offices use Excel + email + scanned PDFs. Average case 6-12 months. Filipino workers in Saudi/HK/Singapore lose contact with cases. WHY-SURPRISED: $400M agency, 2M members, $4M+ recoverable wages/year, no AI tooling.
Survived at 42% conviction. Biggest worry: 18-month sales cycle through RA 9184 procurement; founder must have Manila presence, Tagalog, government BD relationships — filters 95% of founders.
Sparta Solutions $2.1M OWWA contract (2022) is load-bearing but single-source-only. Cannot verify without Philippine GPPB public award database. OWWA $400M budget directionally confirmed. Wage recovery 12-18K/year is DOLE approximate, single-source. Conviction capped at 40% until Sparta claim verified.
Conviction revised: 42% → 38%. 4-point drop: (1) Sparta claim is load-bearing and unverified, (2) single-customer dependency means 36+ months to second revenue event, (3) founder profile narrowness is severe. Falls below 40% crossdomain conviction floor.
Downgraded to COLD in Pass 3. Kill mechanism: r5_monetization = 0.28 triggers hard gate. Single-customer government procurement with 12-24 month sales cycle, 6-agency global TAM, and one-time contract structure is fundamentally non-venture-scale. Kill is not positional — the monetization structure cannot be pivoted to SaaS without a fundamentally different product.
The Surprising Insight
OWWA has over $400M in annual welfare funding and 2M+ active overseas Filipino worker members, yet its 34 overseas field offices handle 12,000+ annual wage-dispute cases via Excel, scanned PDFs, and email — a known modernization gap publicly criticized by Filipino legislators.
Kill Reason
Monetization model is fundamentally non-venture-scale: single-customer government procurement with 12-24 month sales cycle to first revenue, only 6 similar agencies globally as theoretical expansion path, and $1-3M one-time contract structure with $200-400K/year support does not produce a venture-scale ARR trajectory regardless of how well the product works.
AI Self-Correction
↓4pts — confidence dropped after deeper analysis
Risk Analysis
Outer edge = low risk · Center = high risk · Red = flagged dimension (≤ 0.35)
Adoption Barriers
OWWA administrator wants this — the pain is publicly documented and politically pressured. The structural barrier is not user resistance but the Philippine RA 9184 procurement process (9-18 months), which combined with the single-customer dependency means 36+ months before second revenue event.
Competitive Landscape
Sparta Solutions Manila is the claimed incumbent OWWA casework vendor ($2.1M contract in 2022 — single-source, unverified). Pointwest Technologies and Curiosity Software would compete on any OWWA RFP. International NGO tools (IOM, ILO project databases) are donor-funded prototypes, not commercial competitors. Recovery International / NYU Wagner academic prototypes are not commercial products. Gap is real but Sparta Solutions' incumbent status must be verified before pursuing.
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