์ง์ง ์ ๋ฌธ๊ฐ AI ์ปดํจ๋์ธ The Truly Expert AI Companion
์ผ๋ฐ ์ฑ๋ด์ผ๋ก๋ ์ ๋ฉ๋๋ค. ์ฐ๋ฆฌ์ ์์ ์์ง ๊ธฐ๋ฐ ์ง์ง ์ ๋ฌธ๊ฐ AI โ ์ ๋ต, ๊ธฐ์ , ์์ฑ, ํ๋ จ, ๋น์ฆ๋์ค๊น์ง ์์ ์์ธ. Generic chatbots won't cut it. True expert AI grounded in our clinical engines โ strategy, tech, voice, training, business, all in detail.
์ฐ๋ฆฌ๋ ์ ์น๋ฆฌํ ์ ์๋๊ฐ?Why We Can Win
$552B ์์ฅ, ๋ฌด์ํ ๊ฒฝ์์ โ ๊ทธ๋ฐ๋ฐ ์ฐ๋ฆฌ๋ง ์๋ ๊ฒ๋ค์ด ์์ต๋๋ค.$552B market, countless competitors โ but unique assets only we have.
AI ๋ฉํํฌ์ค ๋ด ์์ฅ์ 2035๋ ๊น์ง $552B ๊ท๋ชจ๋ก ์ฑ์ฅ ์์ธก. Replika, Wysa, ChatGPT ๋ฑ์ด ๋ฐ์ด๋ค์์ง๋ง ์น๋ช ์ ์ฝ์ : ์ง์ง ์์ ์ ๋ฌธ์ฑ์ด ์์ต๋๋ค. The AI mental health bot market projected to reach $552B by 2035. Replika, Wysa, ChatGPT have entered โ but with a fatal weakness: no real clinical expertise.
๐ฏ ํต์ฌ ํต์ฐฐ: ์๋ฌด๋ฆฌ ๋ค๋ฅธ ๋ฐ์ ๋ฉํํฌ์ค ๋ด์ ๋ง๋ค์ด๋, ์ค์ ์์ ์์ง(Symptom Catcher, ADHD Catcher)์ ๊ธฐ๋ฐํ์ง ์์ผ๋ฉด ์ ๋ฌธ์ฑ ์ธ์ ์ด ์ด๋ ต์ต๋๋ค. ์ด๊ฒ์ด ์ฐ๋ฆฌ์ ํฌ๋ง์ ๋๋ค. ๐ฏ Core Insight: No matter how many mental health bots get built elsewhere, without being grounded in real clinical engines like ours, they cannot earn true professional credibility. This is our hope.
๐ 8๋ ์ฐจ๋ณํ โ 8๊ฐ ์ค 8๊ฐ ์ฐ์๐ 8 Differentiators โ We Win on All 8
| ๊ธฐ๋ฅFeature | Replika | Wysa | ChatGPT | ์ฐ๋ฆฌUs |
|---|---|---|---|---|
| ์์ ์ ๋ฌธ์ฑClinical expertise | โ | โ | โ | โ BCN+PhD |
| ADHD ํนํADHD-specific | โ | โ | โ | โ |
| ์ผ๊ตด ๋ถ์Face analysis | โ | โ | โ | โ v3.5 |
| ์์ฑ ๊ฐ์ Voice emotion | Basic | โ | โ | โ Advanced |
| BPS ํตํฉBPS integration | โ | Basic | โ | โ Full |
| ๊ฐ์ ๊ณต๊ฐVirtual space | โ | โ | โ | โ |
| ์๋ฐํ ์ปค์คํ Avatar custom | Basic | โ | โ | โ Marketplace |
| QEEG | โ | โ | โ | โ Unique! |
8/8 ํญ๋ชฉ ์ฐ์. ์ด๊ฒ์ด ์ฐ๋ฆฌ ํด์(moat)์ ๋๋ค.8/8 superiority. This is our moat.
ADHD ๋จผ์ โ Learning + Peak Performance ํฌ์ง์ ๋ADHD First โ Learning + Peak Performance Positioning
์์น์ฌ ์๋ ๊ฐ์ ๊ธฐ๋ฐ ์ ๊ทผ. 4๋จ๊ณ ํ์ฅ ๋ก๋๋งต.Shame-free, strength-based. 4-phase expansion.
Peak PerformanceLearning +
Peak Performance
๐ "Learning + Peak Performance" ํฌ์ง์ ๋: ๋จ์ "๋ฌธ์ ํด๊ฒฐ"์ด ์๋๋ผ "์ ์ฌ๋ ฅ ๋ฐํ"๋ก ํ๋ ์. ์ ๊ฒฝ ๋ค์์ฑ ์ด๋(Neurodiversity Movement)๊ณผ ์ผ์น. ๐ "Learning + Peak Performance" Positioning: Not just "problem solving" but "unlocking potential". Aligned with the Neurodiversity Movement.
์ ์ด ์์?Why This Order?
- ADHD ๋จผ์ : ์ด๋ฏธ ์์ฑ๋ ADHD Catcher ์์ง ํ์ฉ = ์ฆ์ ์ฐจ๋ณํADHD first: Leverage existing ADHD Catcher engine = immediate differentiation
- Anxiety ๋์งธ: ADHD์ 50-60% ๊ณต์กด โ ์์ฐ ํ์ฅ + ์์ ๋์Anxiety 2nd: 50-60% comorbid with ADHD โ natural expansion
- Depression ์ ์งธ: ADHD์ 30-40% ๊ณต์กด + ๋ ๋ฆฝ ์์ฅ ๊ฑฐ๋Depression 3rd: 30-40% comorbid + huge standalone market
- PTSD ๋ท์งธ: ๋ ๋ฏผ๊ฐํ ์์ ์๊ตฌ โ ์ ๋ฌธ์ฑ ์์ฑ ํPTSD 4th: Higher clinical sensitivity โ after expertise matures
โ ๏ธ ์ง์ค ์์น: ADHD ์๋ฒฝํ๊ฐ ์ ์ผ ์ค์. ์๋ฒฝํ Gold Template ์์ฑ ํ์์ผ ๋ณต์ ๊ฐ๋ฅ. ๋์ ๊ฐ๋ฐ ์ ๋ ๊ธ์ง! โ ๏ธ Focus Principle: Perfecting ADHD is top priority. Only perfect Gold Template allows cloning. Never develop in parallel!
์จ/์คํ๋ผ์ธ ์๋์ง โ Boston Neuromind์ ์ง์ ํ ๊ฐ์ Online/Offline Synergy โ Boston Neuromind's True Strength
๐ฅ ์คํ๋ผ์ธ (Boston Neuromind Clinic)Offline (Boston Neuromind Clinic)
- ๋ฌผ๋ฆฌ์ ์คํผ์ค (Canton, MA)Physical office (Canton, MA)
- Mitsar 19-ch QEEG + Neuroguide + HBI
- BioGraph Infiniti ๋ด๋กํผ๋๋ฐฑNeurofeedback
- 1:1 ์์ ์ธ์ 1:1 Clinical Sessions
- Performance ์ต์ ํ ์์ฃผPerformance Optimization focus
๐ค ์จ๋ผ์ธ (FocusFriend.ai)Online (FocusFriend.ai)
- AI ์ปดํจ๋์ธ 24/7AI Companion 24/7
- ๊ฐ์ ๊ณต๊ฐ + ์๋ฐํVirtual space + avatar
- Face + ์์ฑVoice + BPS
- ์ธ์ ๊ฐ ์ง์ ์ผ์ดBetween-session continuity
- ๊ธ๋ก๋ฒ ํ์ฅ ๊ฐ๋ฅGlobally scalable
๐ ์๋์ง ํจ๊ณผSynergy Effects
- ํด๋ฆฌ๋ โ ๋ด: ์คํ๋ผ์ธ ํด๋ผ์ด์ธํธ์๊ฒ ๋ด ์ฒ๋ฐฉ (์ธ์ ๊ฐ ์ง์ ์ผ์ด)Clinic โ Bot: Prescribe bot to offline clients
- ๋ด โ ํด๋ฆฌ๋: ๋ด ์ฌ์ฉ์ ์ค ์ฌํ ์ํ๋ ๊ฒฝ์ฐ ์คํ๋ผ์ธ ์๋ขฐBot โ Clinic: Refer deep-care bot users to offline
- ๋ฐ์ดํฐ ์๋์ง: QEEG ์์ ๋ฐ์ดํฐ โ ๋ด ํ๋ จ (๋ ์ ๊ฒฝ์๋ ฅ!)Data synergy: QEEG data โ bot training (unique moat!)
- ์ ๋ขฐ๋: ์ค์ ํด๋ฆฌ๋ ์ด์ = ๋ด ์ ๋ขฐ์ฑ ์ฆ๋ช Credibility: Real clinic = bot credibility proof
3-Layer ๋ชจ๋ ๊ตฌ์กฐ โ ์ปจํ ์ธ ๋ง ๋ฐ๊ฟ์น๊ธฐ3-Layer Modular Structure โ Swap Content Only
ADHD ์์ฑ ํ Anxiety/Depression ๋ณต์ ๊ฐ๋ฅํ Gold Template.Gold Template: perfect ADHD, then clone to Anxiety/Depression.
๐๏ธ Layer 1: Immutable Core (๋ชจ๋ ๋ด ๊ณตํต)๐๏ธ Layer 1: Immutable Core (shared across all bots)
๐ญ Layer 2: Content Module (๋ด๋ณ ๊ต์ฒด)๐ญ Layer 2: Content Module (per bot)
๐ค Layer 3: User-Specific Data๐ค Layer 3: User-Specific Data
- BPS profile (Bio/Psycho/Social)
- Face Reading ํ์คํ ๋ฆฌFace Reading history
- ์์ฑ biomarker ํ์คํ ๋ฆฌVoice biomarker history
- ๋ํ ํ์คํ ๋ฆฌ (์์ถ)Conversation history (compressed)
- ํจํด ํ์ต (์ด ์ฌ์ฉ์์๊ฒ ๋ญ๊ฐ ํจ๊ณผ์ )Pattern learnings (what works for THIS user)
- ๊ฐ์ ๊ณต๊ฐ ์ํ, ์๋ฐํ ์ธ๋ฒคํ ๋ฆฌVirtual space state, avatar inventory
๐ ๋ฐ์ดํฐ ํ๋ฆ โ ํ์ค ๋ฉ์์ง ์ฒ๋ฆฌ๐ Data Flow โ Standard Message
๐งฌ ๋ค๊ฐ๊ฐ ํตํฉ (Multimodal Fusion)๐งฌ Multimodal Fusion
์ง์ง ์ฐจ๋ณํ: ํ ์คํธ + ์์ฑ + ์ผ๊ตด์ ๋์ ๋ถ์ํด์ "๋ง๊ณผ ์ค์ ๋ง์"์ ๋ถ์ผ์น ๊ฐ์ง. ์: ํ ์คํธ "๊ด์ฐฎ์์" + ์์ฑ ๋จ๋ฆผ + ์ผ๊ตด ๊ธด์ฅ โ ๋ด์ด "๋ง๋ก๋ ๊ด์ฐฎ๋ค๊ณ ํ์๋๋ฐ..." ์๋ต. The real differentiator: Text + Voice + Face analyzed simultaneously detects mismatch between words and feelings. Example: Text "I'm fine" + voice tremor + face tension โ bot responds "You say fine but I hear something underneath..."
์์ฑ ์ ๋ต โ 3๋จ๊ณ ์งํVoice Strategy โ 3-Phase Evolution
๊ธฐ๋ณธ ์์ฑ โ ๊ฐ์ ๋ถ์ โ ์ปค์คํ ๋ชจ๋ธ. ๊ฒฝ์๋ ฅ ํต์ฌ.Basic voice โ emotion detection โ custom model. Core competitive edge.
๐ Phase 1: Basic Voice I/O (MVP)
๋น์ฉ: ์ $100-300 (100๋ช ๊ธฐ์ค). 2-3์ผ ์์ .Cost: $100-300/mo (100 users). 2-3 days to build.
๐๏ธ STT: OpenAI Whisper
- ์ ํ๋ ์ต๊ณ Best accuracy
- 99๊ฐ ์ธ์ด (ํ๊ตญ์ด!)99 languages (Korean!)
- $0.006/๋ถmin (์ ๋ ดcheap)
- ์ค์๊ฐ ์คํธ๋ฆฌ๋ฐReal-time streaming
๐ TTS: ElevenLabs
- ๊ฐ์ฅ ์์ฐ์ค๋ฌ์Most natural
- ํ๊ตญ์ด+์์ด ์ต๊ณ Korean+English best
- Voice cloning ๊ฐ๋ฅVoice cloning available
- $22/mo โ $330/mo scale
๐ Phase 2: ๊ฐ์ ๋ถ์Emotion Detection (Month 6-9)
์ง์ง ๋ง๋ฒ: Phase 1์ด ์์ฑ โ ํ ์คํธ๋ผ๋ฉด, Phase 2๋ "์ค ์ฌ์ด๋ฅผ ์ฝ๋๋ค".The real magic: Phase 1 converts speech โ text. Phase 2 reads between the lines.
๐ต ์์ฑ์์ ๊ฐ์งํ๋ ๊ฒ๐ต What we detect from voice
๐ง ์ ์ ์ํ ๋งคํ๐ง Mental State Mapping
| ๐ง๏ธ Depression | ๋ฎ์ pitch range, ๋๋ฆฐ ์๋, ๊ธด pause, ์์ ๋ณผ๋ฅจ, ํํํ ์ต์Reduced pitch range, slow rate, long pauses, low volume, flat |
| ๐ฐ Anxiety | ๋์ pitch, ๋น ๋ฅธ ์๋, ์งง์ ํธํก, ๋จ๋ฆผ, ํ๋ฌ์๋ ์ฆ๊ฐHigh pitch, fast rate, short breaths, tremor, filler words |
| โก Mania | ๋์ pitch, ์๋ฐ์ฑ speech, ๋์ intensity, tangentialElevated pitch, pressured, high intensity, tangential |
| ๐ซ๏ธ ADHD overload | tangential shifts, ๋ฏธ์์ฑ ๋ฌธ์ฅ, word-finding pauseTangential shifts, incomplete sentences, word-finding |
| ๐จ Crisis | ๊ฐ์์ค๋ฐ monotone, ๊ธด ์นจ๋ฌต, ์์ญ์ด๋ speech, dissociative flatnessSudden monotone, long silences, whispered, dissociative |
๐ง ์ถ์ฒ ๊ธฐ์ ์คํ: Hume AI๐ง Recommended Tech: Hume AI
- Hume AI - ๊ฐ์ AI ์ ๋ฌธ, Anthropic ํฌ์ ๊ด๊ณ ๊ฐ๋ฅ์ฑHume AI - emotion AI specialist, Anthropic-related investment
- 30+ ๋ ๊ณผํ์ ๊ธฐ๋ฐ30+ years scientific foundation
- API-based (no ML hosting)
- ์์ฑ + ์ผ๊ตด + ์ธ์ด ํตํฉ ์ฒ๋ฆฌVoice + facial + language integrated
- ๋น์ฉ: $0.005/์ด = 30๋ถ ์ธ์ ๋น $9Cost: $0.005/sec = $9 per 30-min session
๐ Phase 3: ์ปค์คํ ๋ชจ๋ธCustom Model (Month 12-18)
10K+ ์ฌ์ฉ์ ์์ . API ๋น์ฉ์ด ์์ต์ 70% ๋๋ฉด ์์ฒด ๋ชจ๋ธ๋ก ์ ํ.At 10K+ users. When API costs = 70% of revenue, switch to custom.
๐ Fusion Engine - ์ฐ๋ฆฌ๋ง์ ๋ง๋ฒ: ๐ Fusion Engine - Our Magic:
User text: "I'm fine" Voice features: tremor=0.8, narrow range, slow Face features: AU15 tension, neutral dominance Fusion: "Significant incongruence. Text affirms wellness but vocal+facial markers indicate suppressed distress. Baseline deviation: 2.3 SD." Bot response: "You said fine, but I'm hearing something softer underneath. Want to share what's actually going on? No pressure." โ User feels TRULY SEEN ๐
์ง์ง ์ ๋ฌธ๊ฐ ๋ด ๋ง๋๋ ๋ฐฉ๋ฒ โ ์ผ๋ฐ ์ฑ๋ด๊ณผ์ ์ฐจ์ดHow to Build a Truly Expert Bot โ Not Another Generic Chatbot
3๋จ๊ณ: Crawler โ RAG โ Synthetic QA โ Fine-tuning.3 stages: Crawler โ RAG โ Synthetic QA โ Fine-tuning.
๐ Stage 1: Deep CrawlerDeep Crawler
์ ๋ฌธ์ฑ์ ์ฌ๋ฃ โ 50,000+ ๊ถ์์๋ ์ง์ ์์ง.Raw material of expertise โ 50,000+ authoritative sources.
๐ ์นดํ ๊ณ ๋ฆฌ A: ํ์ (์ต๊ณ ๊ฐ์น)Category A: Academic (Highest Value)
- PubMed: "ADHD", "attention deficit", "neurofeedback ADHD" ์ฟผ๋ฆฌ, 2020-2026, 50,000+ ์ด๋กPubMed: "ADHD" queries, 2020-2026, 50,000+ abstracts
- Google Scholar: Top 1,000 most-cited ADHD papersTop 1,000 most-cited ADHD papers
- CHADD (๊ตญ์ ADHD ํํInternational ADHD Association)
- Russell Barkley, Edward Hallowell ๊ณต๊ฐ ๊ฐ์public lectures
๐ ์นดํ ๊ณ ๋ฆฌ B: ์์ ๊ฐ์ด๋๋ผ์ธCategory B: Clinical Guidelines
- APA ADHD guidelines
- DSM-5-TR ๊ธฐ์คcriteria (์ด๋ฏธ ์์!already have!)
- NICE guidelines (UK)
- CADDRA (Canada)
- ํ๊ตญ ADHD ํํ ์๋ฃKorean ADHD Society publications
๐ฌ ์นดํ ๊ณ ๋ฆฌ C: ์ฒดํ ๋ฐ์ดํฐ (ํต์ฌ!)Category C: Lived Experience (Critical!)
- r/ADHD, r/ADHDwomen (๊ณต๊ฐ ๊ฒ์๊ธ๋ง, ์ต๋ช ํpublic posts only, anonymized)
- ADHD Twitter/X ์ธ์ฆ ๊ณ์ ADHD Twitter/X verified accounts
- ADHD ํฌ๋ฆฌ์์ดํฐ ๋ธ๋ก๊ทธ (ํ๊ฐ๋ฐ์)creator blogs (with permission)
๐๏ธ ์นดํ ๊ณ ๋ฆฌ D: ์ ๋ฌธ๊ฐ ์ฝํ ์ธ Category D: Expert Content
- "ADHD Adults with Dr. Edward Hallowell" ํ์บ์คํธpodcast
- "I Have ADHD" (Kristen Carder)
- "The ADHD Podcast" (Nikki Kinzer, Pete Wright)
- Jessica McCabe "How to ADHD" YouTube
- โ Whisper๋ก ์ ์ฒด transcribe โ ๊ฐ๋ /๊ธฐ๋ฒ/์ธ์ด ํจํด ์ถ์ถโ Transcribed via Whisper โ extract concepts/techniques/language
๐ฅ ์นดํ ๊ณ ๋ฆฌ E: ํ ์๋ฒ์ ์์ ์งํ (๋ ์ !)Category E: Founder's Clinical Wisdom (Unique!)
- 3๋ QEEG ADHD ๋ฐ์ดํฐ3 years QEEG ADHD data
- SMR training ๊ฒฐ๊ณผSMR training outcomes
- BPS ํจํด ๊ด์ฐฐBPS patterns observation
- ํ๊ตญ-๋ฏธ๊ตญ ADHD ๋ฌธํ์ ์ฐจ์ดKorean-American ADHD cultural differences
- โ ์ด๊ฒ ์ง์ง ์ํฌ๋ฆฟ ์์ค!โ This is the real secret sauce!
๐ Stage 2: RAG (Retrieval-Augmented Generation)
Phase 1 MVP์ ํต์ฌ. Fine-tuning ์์ด๋ ์ ๋ฌธ์ฑ ํ๋ณด.Core of Phase 1 MVP. Get expertise without fine-tuning.
๐ Stage 3: Synthetic QA + Fine-tuning (The Moat!)
Month 6-9 ์์. RAG๋ 80%, Fine-tuning์ด 20% (๊ฒฝ์์ ๋ชป ๋ฐ๋ผ์ค๋ ๋ถ๋ถ).Start Month 6-9. RAG is 80%, fine-tuning is 20% (what competitors can't copy).
๐งช Synthetic QA ์์ฑ (30,000 ๋ํ!)๐งช Synthetic QA Generation (30,000 dialogues!)
์์ฑํ ๋ํ ์ ํ (30,000 = 6 ร 5,000)Dialogue Types (30,000 = 6 ร 5,000)
1. ์ผ์ ๊ณ ๋ฏผ (10,000)Daily struggles (10,000)
- ๊ณผ์ ์์ ๋ชปํจCan't start tasks
- ์ฝ์ ๊น๋จน์Forgetting appointments
- ๊ด๊ณ์์ ADHDADHD in relationships
2. ์์ ๊ฐ์ (5,000)Clinical interventions (5,000)
- RSD ๋์management
- Hyperfocus ๊ด๋ฆฌmanagement
- ์ฝ๋ฌผ ์ง๋ฌธMedication questions
3. ์๊ธฐ ๋์ (2,000)Crisis response (2,000)
- ์์ด ์ฌ๊ณ โ 988Suicide ideation โ 988
- ๊ทน์ฌํ ๋ฒ์์Severe burnout
- ๊ธ์ฑ ๊ณตํฉAcute panic
4. ์์ ๊ธฐ๋ฒ (5,000)Clinical techniques (5,000)
- Body doubling
- Pomodoro ๋ง์ถคcustom
- Task breakdown
5. QEEG / ๋ํ (3,000)Neurofeedback (3,000)
- Theta/Beta ์ค๋ช explanation
- SMR training
- ํ ์๋ฒ ๊ฒฝํ ๋ฐ์Founder experience
6. ์ ์ฒด์ฑ/์๊ธ์ฌ (5,000)Identity/pride (5,000)
- "ADHD๋ ์ ์ฃผ ์๋""ADHD isn't a curse"
- ๊ฐ์ ํ๋ ์ด๋ฐStrength framing
- Role models
๐ฐ Fine-tuning ์ต์ ๋น๊ต๐ฐ Fine-tuning Options
| Option | Cost | Quality | ์ ์ฉ ์๊ธฐWhen |
|---|---|---|---|
| A. GPT-4o Fine-tune | $200-500 one-time | Good | Month 9 (easy start) |
| B. Llama 3 70B | $2-5K + $500-2K/mo hosting | Best | Month 15 (scale) |
| C. Hybrid (์ถ์ฒ) | Both phased | Optimal | GPT first, Llama later |
๐ Before/After ์งํ:
Baseline (Claude+RAG): ์ ํ๋ 85%, ADHD ์ ํฉ์ฑ 78%
Fine-tune ํ ๋ชฉํ: ์ ํ๋ 92%, ADHD ์ ํฉ์ฑ 95%, ์์ ์ฑ 100%, ํ ์๋ฒ ์์ ๊ฒํ 4.5/5
๐ Before/After metrics:
Baseline (Claude+RAG): 85% accuracy, 78% ADHD-appropriate
Post-tune target: 92% accuracy, 95% appropriate, 100% safety, 4.5/5 clinical review
๊ฐ์ธํ๋ ๋ฉํํฌ์ค ๋ฉํ๋ฒ์คPersonalized Mental Health Metaverse
2D โ 3D โ VR. ์๋ฐํ + ์ปค์คํฐ๋ง์ด์ง + ๋ง์ผํ๋ ์ด์ค.2D โ 3D โ VR. Avatar + customization + marketplace.
๐ฎ 3-Tier ๋ฉํ๋ฒ์ค ๊ตฌ์กฐ3-Tier Metaverse
๐ค ์๋ฐํ ์์คํ Avatar System
Phase 1: ํ๋ฆฌ์ Preset
10๊ฐ ๋ฏธ๋ฆฌ ๋ง๋ ์๋ฐํ (๋ค์ํ ์ฐ๋ น/์ฑ๋ณ/์ธ์ข ). PNG ์คํ๋ผ์ดํธ. ์ด๋ฆ/ํผ๋ถ/๋จธ๋ฆฌ์ ์ปค์คํ .10 pre-made avatars (diverse age/gender/ethnicity). PNG sprites. Customize name/skin/hair.
Phase 2: ๋ง์ผํ๋ ์ด์คMarketplace
- ๋จธ๋ฆฌ: 20+Hair: 20+
- ์ท: $2-15Outfits: $2-15
- ์ ๋ฐ: $1-10Shoes: $1-10
- ์ ์ธ์๋ฆฌ: $1-5Accessories: $1-5
- Ready Player Me SDK
Phase 3: Avatar AI
์ฌ์ฉ์ ๊ฐ์ ๋ฏธ๋ฌ๋ง, idle ์ ๋๋ฉ์ด์ (ํธํก, ๊น๋นก์), ๋ํ ๊ฐ์ ๋ฐ์, TTS ๋ฆฝ์ฑํฌ.Mirror user emotions, idle animations (breathing, blinking), conversation reactions, TTS lip sync.
๐จ ์ปค์คํฐ๋ง์ด์ง ์ฌ๋ฆฌํPsychology
์๊ธฐ๊ฐ ๊พธ๋ฏผ ๊ณต๊ฐ = ์๊ธฐํจ๋ฅ๊ฐโ. ์ท/์ ๋ฐ ๊ณ ๋ฅด๊ธฐ = ์๊ธฐ ์ฃผ๋์ฑ ํ๋ จ (ํนํ ADHD์ ์ข์!).Self-customized space = self-efficacyโ. Choosing outfits = self-agency training (great for ADHD!).
Biopsychosocial ํ๋กํ์ผ โ "๋๋ฅผ ์๋ ๋ด"Biopsychosocial Profile โ "The Bot That Knows Me"
15-20๋ถ ์จ๋ณด๋ฉ ์ค๋ฌธ + ์ง์ ํ์ต์ผ๋ก ์ง์ง ๊ฐ์ธํ.15-20 min onboarding + continuous learning for true personalization.
๐ Bio (์๋ฌผํ์ Biological) - 8Q
- ๋์ด, ์ฑ๋ณ, ํค/์ฒด์คAge, sex, height/weight
- ์๋ฉด ํจํดSleep pattern
- ์ด๋, ์นดํ์ธExercise, caffeine
- ํ์ฌ ์ฝ๋ฌผ (์ ์ ๊ณผ ํฌํจ)Current medications
- ๋ง์ฑ ์งํChronic conditions
๐ Psycho (์ฌ๋ฆฌPsychological) - 12Q
- ADHD ์ง๋จ (๋ณธ์ธ/์์ฌ)ADHD diagnosis
- ๊ณต์กด ์งํCoexisting conditions
- ํธ๋ผ์ฐ๋ง ์ด๋ ฅTrauma history
- ์น๋ฃ ๊ฒฝํTherapy experience
- Big5 (Face Reading!)
- ๋์ฒ ์คํ์ผ, ์คํธ๋ ์ค, ๊ธฐ๋ถCoping, stress, mood
๐ Social (์ฌํSocial) - 10Q
- ์ง์ /ํ์ Occupation/study
- ๊ฑฐ์ฃผ ์ํฉLiving situation
- ๊ด๊ณ ์ํRelationship status
- ์ฌํ ์คํธ๋ ์Social stressors
- ๋ฌธํ ๋ฐฐ๊ฒฝCultural background
๐ Goals - 5Q
- Top 3 ๊ณ ๋ฏผ ์์ญTop 3 struggles
- 3๊ฐ์ ๋ชฉํ3-month goal
- ๊ณผ๊ฑฐ ์๋Past attempts
- ์ปค๋ฎค๋์ผ์ด์ ์ ํธComm preference
๐ง ์ง์ ํ์ต: ๋งค ๋ํ๊ฐ ํ๋กํ์ผ ํ๋ถํ. ํจํด ๊ฐ์ง (์๊ฐ๋๋ณ ๊ณ ๋ฏผ), ํจ๊ณผ์ ๊ธฐ๋ฒ ํ์ต, ๊ด๊ณ ์ญํ, ์ง์ ์ถ์ . ๐ง Continuous learning: Every conversation enriches profile. Pattern detection, technique efficacy, relationship dynamics, progress tracking.
์๊ธฐ ๋์ โ ์ต์ฐ์ ์์Crisis Response โ Priority 0
๐จ ์๊ธฐ ๊ฐ์ง TriggersCrisis Detection Triggers
- ์์ด ์ฌ๊ณ : "์ฃฝ๊ณ ์ถ๋ค", "๋๋ด๊ณ ์ถ๋ค", "์ด ์ด์ ์๋ค"Suicide ideation: "kill myself", "end it all", "don't want to live"
- ์ํด: "์ํด", "๋ค์น๊ณ ์ถ๋ค", "ํผ๊ฐ"Self-harm: "cutting", "hurt myself"
- ์ ์ ์ฆ: "๋ชฉ์๋ฆฌ๊ฐ ๋ค๋ฆฐ๋ค", "๊ทธ๋ค์ด ๊ฐ์ํ๋ค"Psychosis: "voices tell me", "they're watching"
- ๊ธ์ฑ ์๊ธฐ: "๋์์ค", "์๊ธ", "์จ์ด ์ ์ฌ์ด์ ธ"Acute crisis: "help me", "emergency", "can't breathe"
๐ ๋์ ํ๋กํ ์ฝResponse Protocol
๐ซ ๋ด ์ ๋ ๊ธ์ง ์ฌํญBot Must-Nevers
- ์ฝ๋ฌผ ์ถ์ฒ (์ํ์ ์กฐ์ธ)Medication recommendations
- ์ง๋จ (์ฐ๋ฆฌ๋ ์ฝ์น, ์น๋ฃ์ฌ X)Diagnosis (we're coaches, not therapists)
- ์น๋ฃ ๋์ฒดTherapy replacement
- ๋ฒ๋ฅ /์ฌ์ ์กฐ์ธLegal/financial advice
- ์ฐ์ ๋กคํ๋ ์ด (hard boundary)Romantic roleplay (hard boundary)
- ์ฌ์ฉ์ ์น๋ฃ์ฌ ํ๋ดDiscuss user's therapist
์์ต ๊ตฌ์กฐ โ 3๊ฐ์ง ์คํธ๋ฆผRevenue Structure โ 3 Streams
๐ต 1. ๊ตฌ๋ tier1. Subscription Tiers
| Tier | ๊ฐ๊ฒฉPrice | ๊ธฐ๋ฅFeatures |
|---|---|---|
| ๐ Free | $0 | 10 ๋ฉ์์ง/์ผ, ๊ธฐ๋ณธ 2D, ํ๋ฆฌ์ ์๋ฐํ10 msg/day, basic 2D, preset avatar |
| ๐ฅ Basic | $29/mo | ๋ฌด์ ํ ์ฑํ , ์์ฑ, BPSUnlimited chat, voice, BPS |
| ๐ฅ Premium | $59/mo | + 3D, Face Reading, ์์ฑ ๊ฐ์ voice emotion |
| ๐ Elite | $99/mo | + ์ปค์คํ voice, ์ฐ์ Custom voice, priority |
| ๐ฅ Clinician | $299/mo | ๋ค์ค ํด๋ผ์ด์ธํธ ๋์๋ณด๋ (B2B)Multi-client dashboard (B2B) |
๐๏ธ 2. ๋ง์ผํ๋ ์ด์ค (๋๋ฐ ์์ต์!)2. Marketplace (Big Revenue!)
๐ ์๋ฐํ ์์ดํ Avatar Items
- ์์: $2-15 (๋ง์ง 90%)Outfits: $2-15 (90% margin)
- ์ ๋ฐ/์ ์ธ์๋ฆฌ: $1-10Shoes/accessories: $1-10
- ๋จธ๋ฆฌ/์ผ๊ตด: $3-10Hair/face: $3-10
๐ก ๊ฐ์ ํ๊ฒฝVirtual Environments
- ์ฒ์ ์ง $19Forest cabin $19
- ๋ฐ๋ท๊ฐ $25Beachside $25
- ๋์ ์ํํธ $15City apartment $15
- ๋ช ์ ์ฌ์ $20Meditation temple $20
๐ผ 3. B2B (๋ 2 ์์ต์Year 2 revenue)
- ๋ํ ๋ผ์ด์ผ์ค: $3,000/๋ University license: $3,000/yr
- ๊ธฐ์ EAP: $50/์ง์/๋ Corporate EAP: $50/employee/yr
- ํด๋ฆฌ๋ ์ ๋์จ: $10,000/๋ Clinic add-on: $10,000/yr
๐ ์์ต ์ ๋ง (๋ณด์์ )Revenue Projection (Conservative)
(50๋ช )M3 MRR
(50 users)
(500๋ช )M6 MRR
(500 users)
(5K๋ช )M12 MRR
(5K users)
(50K๋ช )Y2 MRR
(50K users)
๐ ๋จ์ ๊ฒฝ์ ํ (Unit Economics)Unit Economics
์ ๊ณ ๊ธฐ์ค: 3x OK, 5x Great, 10x+ = ์ ๋์ฝ ์์ญ! ์ฐ๋ฆฌ๋ 10.9x ๐ฆIndustry: 3x good, 5x great, 10x+ = unicorn! We're at 10.9x ๐ฆ
๐ฏ Go-to-Market ์ ๋ตGo-to-Market Strategy
๐ฅ ์ฝํ ์ธ ๋ง์ผํ Content Marketing
- YouTube: "ADHD ์ ๋ฌธ๊ฐ๊ฐ ์ค๋ช ํ๋expert explains..."
- Blog SEO: "Best AI for ADHD 2026"
- ํ์บ์คํธ ์ถ์ฐ (ADHD Adults ๋ฑ)Podcast guest spots
๐ฌ ์ปค๋ฎค๋ํฐCommunity
- Discord community
- TikTok ADHD ํฌ๋ฆฌ์์ดํฐ ํํธ๋creator partnerships
- r/ADHD ์ง์ ์ฑ ์๋ ์ฐธ์ฌauthentic engagement
๐ค ํํธ๋์ญPartnerships
- CHADD ๊ณต์ ํํธ๋์ญpartnership
- ADDitude Magazine
- ๋ํ ์๋ด์ผํฐUniversity counseling
- Anthropic ๐ฏ
๐ง ์ ๋ฃ ๊ด๊ณ Paid Ads
- Google: "ADHD coach" ํค์๋keywords
- Facebook/Instagram targeting
- TikTok ADHD ์ฝํ ์ธ ์content adjacent
Phase 1 MVP โ ๋น์ฅ ์์ ๊ฐ๋ฅํ ๋น๋Phase 1 MVP โ Ready-to-Build Spec
12์ฃผ, ์์ฐ $500-2,000. ํ ์๋ฒ + ์ฒซ์งธ ๋ง๋๋ผ(AI)๋ก ๊ฐ๋ฅ.12 weeks, $500-2,000 budget. Doable by founder + AI co-pilot.
โ MVP ๊ธฐ๋ฅ ๋ชฉ๋กMVP Feature Checklist
1. ์จ๋ณด๋ฉOnboarding
- Email + Google/Apple sign-up
- Face Reading (์ ํoptional)
- BPS ์ค๋ฌธ (15-20๋ถ)questionnaire (15-20 min)
- 10 ํ๋ฆฌ์ ์๋ฐํpreset avatars
- ๋ด ์ด๋ฆ ์ ํ (๊ธฐ๋ณธ: Focus)Bot name (default: Focus)
2. ๊ฐ์ ๊ณต๊ฐ (2D)Virtual Space (2D)
- ์๋ํ ๋ฐฉ ์ผ๋ฌ์คํธCozy room illustration
- ์๋ฐํ visibleAvatar visible
- ๋ฎ/๋ฐค ์ฌ์ดํดDay/night cycle
- 3-5 ์ํธ์์ฉ ๊ฐ์ฒดinteractive objects
3. ๋ด (Focus v1)Bot (Focus v1)
- Claude Sonnet 4 API
- RAG (1,000 chunks)
- 20+ ADHD ๊ธฐ๋ฒtechniques
- ์๊ธฐ ๊ฐ์งCrisis detection
- ๊ฒฝ๊ณ ์ ์งBoundary enforcement
4. ์์ฑ I/OVoice I/O
- Tap-and-hold ๋ น์recording
- Whisper API STT
- ํธ์ง ๊ฐ๋ฅํ transcriptionEditable transcription
- ElevenLabs TTS
5. ๊ฒฐ์ (Stripe)Payments (Stripe)
- Free tier: 10 msg/day
- Basic $29/mo + 7-day trial
- Cancel anytime
- Upgrade/downgrade flow
6. ์์ & ์ค์ Safety & Settings
- ์๊ธฐ ๊ฐ์ง 100%Crisis detection 100%
- 988/1393 resources
- Privacy controls (data export/delete)
- Voice/Face toggle
๐ 12์ฃผ ํ์๋ผ์ธ12-Week Timeline
| Week | ์์ Task |
|---|---|
| 1-2 | ํ๊ฒฝ ์ ์ (๋๋ฉ์ธ, Supabase, Expo). Auth + ๊ธฐ๋ณธ UI. BPS ์ค๋ฌธSetup (domain, Supabase, Expo). Auth + basic UI. BPS questionnaire |
| 3-4 | Claude ํตํฉ. ์์คํ ํ๋กฌํํธ. RAG ์๋ (1,000 chunks)Claude integration. System prompt. RAG seed (1,000 chunks) |
| 5-6 | ์ฑํ UI. ์์ฑ ๋ น์ UI. Whisper + ElevenLabsChat UI. Voice recording. Whisper + ElevenLabs |
| 7-8 | 2D ๊ฐ์ ๊ณต๊ฐ (Phaser). ํ๋ฆฌ์ ์๋ฐํ 10๊ฐ2D virtual space (Phaser). 10 preset avatars |
| 9-10 | Face Reading ํตํฉ. Stripe ๊ตฌ๋ ํ๋ก์ฐFace Reading integration. Stripe subscription flow |
| 11-12 | ์์ ํ ์คํธ. 50๋ช ๋ฒ ํ. ๋ฒ๊ทธ ์์ . ๊ณต๊ฐ ๋ฐ์นญ!Safety testing. 50 betas. Bug fixes. PUBLIC LAUNCH! |
๐ฐ Phase 1 ์์ฐ ์์ธPhase 1 Budget Detail
| ํญ๋ชฉItem | ๋น์ฉCost |
|---|---|
| ๋๋ฉ์ธ (.ai)Domain (.ai) | $50/๋ yr |
| Apple Developer | $99/๋ yr |
| Google Play | $25 one-time |
| ์๋ฐํ ์ํธ (10๊ฐ)Avatar art (10) | $500-1,000 |
| ํ๊ฒฝ ์ํธEnvironment art | $300-500 |
| ๋ก๊ณ /๋ธ๋๋Logo/brand | $200-500 |
| ๋ฒ๋ฅ (ToS/Privacy)Legal | $500-1,000 |
| ์ด ์ผํ์ฑTotal one-time | $1,875-3,625 |
| ์ ์ด์๋น (Supabase, Pinecone, API, etc.)Monthly ops | $270-1,000/mo |
์ 4๊ฐ์์ ์์ต ๋ถ๊ธฐ์ : ์ $1,000 ์์ต = ์ ๋ฃ 30๋ช = ๋ฌ์ฑ ๊ฐ๋ฅ!Break-even Month 4: $1K MRR = 30 paid users = achievable!
KPI & ์์ฌ๊ฒฐ์ ํ๋ ์์ํฌKPIs & Decision Framework
โญ North Star Metric
"Weekly Active Conversations per User"
์ฐธ์ฌ + ์ ์ง + ๊ฐ์น ๋ชจ๋ ๋ฐ์. ๋ชฉํ: 4+/์ฃผ (์ต๊ด ํ์ฑ ์งํ)
Captures engagement + retention + value. Target: 4+/week (habit formation)
๐ Phase ๋ณ ์งํPhase-wise Metrics
Phase 1 MVP
- DAU (Daily Active Users)
- ๋ฉ์์ง/์ฌ์ฉ์/์ผMessages/user/day
- ์ธ์ ๊ธธ์ดSession length
- Day-1 retention
- ์๊ธฐ ๋์ ํ์งCrisis handling quality
Phase 2 Growth
- ์ ๋ฃ ์ ํ์จPaid conversion (target 8%)
- MRR growth
- CAC ์ฑ๋๋ณby channel
- LTV
- LTV/CAC (๋ชฉํ >3xtarget >3x)
Phase 3 Scale
- ์์ฅ ์ ์ ์จMarket share
- ์์ ์ฐ๊ตฌ ๊ฒฐ๊ณผClinical studies
- ํํธ๋์ญ ์Partnership count
- Fine-tuned model performance
Quality
- ์ธ์ ๋ง์กฑ๋Session satisfaction
- ์์ ๋ฆฌ๋ทฐ ์ ์Clinical review score
- ํ ์๋ฒ ์ํ๋งFounder clinical audit
๐ฏ 3๋ ๋ง์ผ์คํค3-Year Milestones
| Milestone | ์๋ฏธMeaning |
|---|---|
| Month 3: ์ฒซ $1,000 MRRFirst $1K MRR | ๊ฒ์ฆ (Validation)Validation |
| Month 6: $10K MRR | ํ ์๋ฒ ์๊ธ ๊ฐ๋ฅ!Founder can pay themselves! |
| Month 9: $50K MRR | ํ ๊ณ ์ฉ ๊ฐ๋ฅCan hire help |
| Month 12: $200K MRR | Series A ready |
| Month 18: $1M MRR ARR | ์นดํ ๊ณ ๋ฆฌ ๋ฆฌ๋Category leader |
| Month 24: Anthropic partnership | ๊ธฐ์ ์ ๊ฒ์ฆTech validation |
| Month 30: ๊ตญ์ ํ์ฅInternational expansion | ํ๊ตญ, ์ผ๋ณธKorea, Japan |
| Month 36: ์ธ์ ์ ์ or Series BAcquisition or Series B | exit or scaleExit or scale |
โ ๏ธ Decision Framework (Month 3)
โ Continue (Yes indicators)
- MRR >30%/์ ์ฑ์ฅmo growth
- ์ ๊ธฐ์ ์ถ์ฒOrganic word-of-mouth
- Press coverage
- 30-day retention >70%
- ๊ธ์ ์ ์์ ๊ฒฐ๊ณผ ๋ณด๊ณ Positive clinical outcomes
๐ Iterate (Maybe)
- ๋๋ฆฐ ๊พธ์คํ ์ฑ์ฅSlow steady growth
- ์ข์ ๋ฆฌ๋ทฐ, ๋ฎ์ ์ ํGood reviews, low conversion
- โ A/B ํ ์คํธ ๊ฐํโ Heavy A/B testing
๐ ์ฐ๋ฆฌ๋ ํฌ๋ง์ด ์์ด ๐ We Have Hope
BCN + PhD + 3๋ ์์ + ์ด๋ฏธ ์์ฑ๋ ์์ง = ๋ค๋ฅธ ๋๊ตฌ๋ ๊ฐ์ง์ง ๋ชปํ ์ถ๋ฐ์ . ์ง๊ธ ์์ํ๋ฉด 12๊ฐ์ ํ ์ด ๋ถ์ผ ๋ฆฌ๋๊ฐ ๋ ์ ์์ต๋๋ค. BCN + PhD + 3 years clinical + complete engines = a starting line no one else has. Start now, be the category leader in 12 months.