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A small team with deep AI expertise and a pipeline that validates ideas with real demand before a single line of code is written.
Every product passes through the same disciplined pipeline. No gut feelings. No pet projects. Just data.
Every idea gets a landing page and a demand test. Real signups. Real data. Real decisions.
Our AI-powered platform turns validated ideas into working products in weeks, not months.
Products that earn their place graduate to full products with real users. Products that don't get killed fast.
Each product was chosen by market demand, not gut feel.
Semantic quality linter that diagnoses why prompts fail before they reach LLMs.
AI-powered content localization that generates culturally-adapted content for 50+ languages in minutes.
Cultural behavior adaptation for AI agents in global markets — not translation, behavioral intelligence.
API that detects cultural bias, toxicity, and harmful content in AI outputs across 30+ languages.
Requirements contracts for AI coding agents — formal specifications that prevent agents from going off-script.
Auto-translates, culturally adapts, and quality-assures educational content in 15+ languages for K-20 institutions.
AI coach that personalizes weekly plans for fitness, longevity, wealth, and career goals.
Korean-first pragmatics and honorific QA API — validates that AI outputs respect honorific systems and cultural norms.
AI-native product management platform — from idea to discovery to strategy to PRD to prototype to launch.
Complementary expertise. Language meets engineering.
Language & Culture
Formal linguist with deep expertise in pragmatics and localization QA.
5+ years ensuring AI speaks every language correctly at one of the world's largest tech companies.
Ensures our products work for the whole world, not just English speakers.
Architecture & AI
Software architect with 20+ years building enterprise systems and AI products.
AI patent applicant. Published research on formal requirements for AI agents.
Builds the platform and the products — fast.
"We're a small team with complementary expertise — language meets engineering. We use AI as a force multiplier, not a crutch. Every product we build leverages what we know best."
The filters every decision passes through.
We only build what doesn't feel like work.
We create categories, not competitors.
Market demand decides what we build.
Every product must make the world better.
Small team, one AI, infinite leverage.
Weeks to prototype. Months to product-market fit.
Follow our journey as we build an AI venture studio in public. We share occasional updates about new products, what's working, and what we're learning.