An AI-native Competence Operating System that bridges the gap between learners and teachers — building active, autonomous learners who navigate real-world systems in a target language and culture.
200 million Chinese learners study English. Most pass exams but cannot operate independently in an English-speaking environment. They can score IELTS 6.5 but cannot register with a GP, write a university application email, or participate in a seminar discussion.
Agencies fill the gap — but they handle logistics, not capability. They process documents. They don't build learners. They sell placement. Not preparation.
"Agencies sell the outcome. We build the capability. We don't place you. We prepare you."
Gamified flashcards. Video lessons. High volume. Zero cultural scaffolding. Students learn words. They don't learn to live.
Well-funded AI. No human loop. Amnesiac sessions. Generic feedback indistinguishable from ChatGPT.
30–50% teacher commission. Handle visas, not capability. Zero AI. Zero learner autonomy. Selling placement since 1993.
No competitor combines adaptive AI with calibrated teacher matching, cultural scaffolding, persistent competence tracking, and real-world taskification.
DeepSeek's breakthrough in January 2026 triggered a state-backed AI education mandate across China. Chinese competitors will flood the market — but they will optimize for GAOKAO exam prep, not cross-cultural navigation. Our IELTS → UK study abroad wedge is structurally unservable. The window to establish our quadrant is closing. Every month of delay compounds the first-mover disadvantage.
AI Tutor. MFP/CCC/GAP-aware evaluation calibrated to Kee Lee's pedagogy. Persistent memory across sessions. 4 live modules. Deployed at dynasaurus.rkrk.io.
Life Navigation. Every real-world process becomes a lesson. UCAS walkthrough. GP registration. Visa docs. Seminar participation. Learn English AND learn to live in English.
Teacher Discovery. AI-powered matching. Graduated quality tiers with outcome-based verification. When AI isn't enough, the right human guide steps in.
> "I want to study Computer Science at University of Manchester"
IELTS 5.5 → 7.0. Article errors M3/F3. Academic hedging gaps. UK university culture blindspots.
3 gaps surfaced: UK application culture · Technical CS English · Seminar participation norms
Article Precision Drill · Academic Hedging Workshop · Spontaneous Fluency Builder · Technical Lexicon: CS Core
UCAS Personal Statement Workshop · Matched: Kee Lee
↑ Live at rkrk.io/dynamos
Learner says what they want. System surfaces what they don't know they need. MFP/CCC/GAP-encoded pedagogy no competitor can replicate.
Defense: Requires calibrated teacher intuition encoded into AI — no competitor has SrKeeda's 15 years of classroom data.
We teach learners to LIVE in English. Chinese competitors optimize for GAOKAO. We optimize for navigating real-world systems overseas.
Defense: State-backed AI companies structurally cannot build cross-cultural navigation — too niche for GAOKAO pipeline.
Portable verified skill identity that grows richer over time. Anti-churn lock-in no agency can replicate.
Defense: Learners cannot rebuild years of progress data on WeChat or ChatGPT — platform stickiness compounds.
* Teachers currently pay agencies 30–50% commission per student. DynamOS charges flat monthly SaaS.
* Teacher supply: Kee Lee's network of 40+ instructors across 7 Chengdu institutions.
Single-page builder. Prove AI generates useful teaching tools from natural language. ⏸️ Gate: real teacher validation.
One complete learner path. Intention → Diagnosis → Missions → Tasks → Teacher → Passport. 3 real students.
Swap chatbot memory for competence graph. Persistent learner profiles. MFP evaluation engine live.
Tiered pricing live. DynApp marketplace opens. 40+ instructor network onboarded.
Multi-intention types. Push/Pull engine live. Cross-domain tracking. Competence Passport.
AI-Native Education Architect
IELTS L9.0/R8.5/S8.5. Former EF Expert Teacher and Trainer of Trainers for West China. TEDx 2026 speaker. 15 years across 7 institutions and 200+ students. AI-augmented by two autonomous agents for engineering and creative work.
DynaSaurus — AI tutor live at dynasaurus.rkrk.io · 4 modules
IELTS with Kee — 170+ cue cards, interactive tools at ielts.rkrk.io
RUA Framework — Proprietary meta-cognitive pedagogy (MFP/CCC/GAP)
Teacher Network — 40+ instructors across 7 Chengdu institutions
¥500K–1M for 6-month build: DynaSaurus migration, Teacher SaaS platform, MFP/CCC/GAP encoding.
Universities and language schools seeking AI-native student pipelines. Pilot programs for UK/AUS cohorts.
EdTech operators. Chinese learner → global university pipeline expertise. AI safety advisors.
DynamOS is ready to move from prototype to platform.