๐Ÿš€ Boston Neuromind ยท Full Strategy & Tech Plan ๐Ÿš€ Boston Neuromind ยท Full Strategy & Tech Plan

์ง„์งœ ์ „๋ฌธ๊ฐ€ AI ์ปดํŒจ๋‹ˆ์–ธ The Truly Expert AI Companion

์ผ๋ฐ˜ ์ฑ—๋ด‡์œผ๋กœ๋Š” ์•ˆ ๋ฉ๋‹ˆ๋‹ค. ์šฐ๋ฆฌ์˜ ์ž„์ƒ ์—”์ง„ ๊ธฐ๋ฐ˜ ์ง„์งœ ์ „๋ฌธ๊ฐ€ AI โ€” ์ „๋žต, ๊ธฐ์ˆ , ์Œ์„ฑ, ํ›ˆ๋ จ, ๋น„์ฆˆ๋‹ˆ์Šค๊นŒ์ง€ ์™„์ „ ์ƒ์„ธ. Generic chatbots won't cut it. True expert AI grounded in our clinical engines โ€” strategy, tech, voice, training, business, all in detail.

๐Ÿง  BCN + PhD
๐ŸŽฏ Symptom + ADHD ์—”์ง„Symptom + ADHD Engine
๐ŸŒธ Face + Voice + BPS
๐Ÿ“… 2026-04-23
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์šฐ๋ฆฌ๋Š” ์™œ ์Šน๋ฆฌํ•  ์ˆ˜ ์žˆ๋Š”๊ฐ€?Why We Can Win

$552B ์‹œ์žฅ, ๋ฌด์ˆ˜ํ•œ ๊ฒฝ์Ÿ์ž โ€” ๊ทธ๋Ÿฐ๋ฐ ์šฐ๋ฆฌ๋งŒ ์žˆ๋Š” ๊ฒƒ๋“ค์ด ์žˆ์Šต๋‹ˆ๋‹ค.$552B market, countless competitors โ€” but unique assets only we have.

AI ๋ฉ˜ํƒˆํ—ฌ์Šค ๋ด‡ ์‹œ์žฅ์€ 2035๋…„๊นŒ์ง€ $552B ๊ทœ๋ชจ๋กœ ์„ฑ์žฅ ์˜ˆ์ธก. Replika, Wysa, ChatGPT ๋“ฑ์ด ๋›ฐ์–ด๋“ค์—ˆ์ง€๋งŒ ์น˜๋ช…์  ์•ฝ์ : ์ง„์งœ ์ž„์ƒ ์ „๋ฌธ์„ฑ์ด ์—†์Šต๋‹ˆ๋‹ค. 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.

๐ŸŽฏ ํ•ต์‹ฌ ํ†ต์ฐฐ: ์•„๋ฌด๋ฆฌ ๋‹ค๋ฅธ ๋ฐ์„œ ๋ฉ˜ํƒˆํ—ฌ์Šค ๋ด‡์„ ๋งŒ๋“ค์–ด๋„, ์‹ค์ œ ์ž„์ƒ ์—”์ง„(Symptom Catcher, ADHD Catcher)์— ๊ธฐ๋ฐ˜ํ•˜์ง€ ์•Š์œผ๋ฉด ์ „๋ฌธ์„ฑ ์ธ์ •์ด ์–ด๋ ต์Šต๋‹ˆ๋‹ค. ์ด๊ฒƒ์ด ์šฐ๋ฆฌ์˜ ํฌ๋ง์ž…๋‹ˆ๋‹ค. ๐ŸŽฏ 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.

๐Ÿ† 8๋Œ€ ์ฐจ๋ณ„ํ™” โ€” 8๊ฐœ ์ค‘ 8๊ฐœ ์šฐ์œ„๐Ÿ† 8 Differentiators โ€” We Win on All 8

๊ธฐ๋ŠฅFeature ReplikaWysaChatGPT ์šฐ๋ฆฌUs
์ž„์ƒ ์ „๋ฌธ์„ฑClinical expertiseโœ—โœ—โœ—โœ“ BCN+PhD
ADHD ํŠนํ™”ADHD-specificโœ—โœ—โœ—โœ“
์–ผ๊ตด ๋ถ„์„Face analysisโœ—โœ—โœ—โœ“ v3.5
์Œ์„ฑ ๊ฐ์ •Voice emotionBasicโœ—โœ—โœ“ Advanced
BPS ํ†ตํ•ฉBPS integrationโœ—Basicโœ—โœ“ Full
๊ฐ€์ƒ ๊ณต๊ฐ„Virtual spaceโœ—โœ—โœ—โœ“
์•„๋ฐ”ํƒ€ ์ปค์Šคํ…€Avatar customBasicโœ—โœ—โœ“ Marketplace
QEEGโœ—โœ—โœ—โœ“ Unique!

8/8 ํ•ญ๋ชฉ ์šฐ์œ„. ์ด๊ฒƒ์ด ์šฐ๋ฆฌ ํ•ด์ž(moat)์ž…๋‹ˆ๋‹ค.8/8 superiority. This is our moat.

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ADHD ๋จผ์ € โ€” Learning + Peak Performance ํฌ์ง€์…”๋‹ADHD First โ€” Learning + Peak Performance Positioning

์ˆ˜์น˜์‹ฌ ์—†๋Š” ๊ฐ•์  ๊ธฐ๋ฐ˜ ์ ‘๊ทผ. 4๋‹จ๊ณ„ ํ™•์žฅ ๋กœ๋“œ๋งต.Shame-free, strength-based. 4-phase expansion.

#1 NOW
๐ŸŽฏ
ADHD
Learning +
Peak Performance
Learning +
Peak Performance
#2
๐ŸŒ€
Anxiety
๋ถˆ์•ˆ ยท ๊ณตํ™ฉAnxiety ยท Panic
#3
๐Ÿ’™
Depression
์šฐ์šธ ยท ๋ฒˆ์•„์›ƒDepression ยท Burnout
#4
๐Ÿ•Š๏ธ
PTSD
ํŠธ๋ผ์šฐ๋งˆ ยท ํšŒ๋ณตTrauma ยท Recovery

๐Ÿ’Ž "Learning + Peak Performance" ํฌ์ง€์…”๋‹: ๋‹จ์ˆœ "๋ฌธ์ œ ํ•ด๊ฒฐ"์ด ์•„๋‹ˆ๋ผ "์ž ์žฌ๋ ฅ ๋ฐœํœ˜"๋กœ ํ”„๋ ˆ์ž„. ์‹ ๊ฒฝ ๋‹ค์–‘์„ฑ ์šด๋™(Neurodiversity Movement)๊ณผ ์ผ์น˜. ๐Ÿ’Ž "Learning + Peak Performance" Positioning: Not just "problem solving" but "unlocking potential". Aligned with the Neurodiversity Movement.

์™œ ์ด ์ˆœ์„œ?Why This Order?

  • ADHD ๋จผ์ €: ์ด๋ฏธ ์™„์„ฑ๋œ ADHD Catcher ์—”์ง„ ํ™œ์šฉ = ์ฆ‰์‹œ ์ฐจ๋ณ„ํ™”ADHD first: Leverage existing ADHD Catcher engine = immediate differentiation
  • Anxiety ๋‘˜์งธ: ADHD์˜ 50-60% ๊ณต์กด โ†’ ์ž์—ฐ ํ™•์žฅ + ์ˆ˜์š” ๋†’์ŒAnxiety 2nd: 50-60% comorbid with ADHD โ†’ natural expansion
  • Depression ์…‹์งธ: ADHD์˜ 30-40% ๊ณต์กด + ๋…๋ฆฝ ์‹œ์žฅ ๊ฑฐ๋Œ€Depression 3rd: 30-40% comorbid + huge standalone market
  • PTSD ๋„ท์งธ: ๋” ๋ฏผ๊ฐํ•œ ์ž„์ƒ ์š”๊ตฌ โ†’ ์ „๋ฌธ์„ฑ ์ˆ™์„ฑ ํ›„PTSD 4th: Higher clinical sensitivity โ†’ after expertise matures

โš ๏ธ ์ง‘์ค‘ ์›์น™: ADHD ์™„๋ฒฝํ™”๊ฐ€ ์ œ์ผ ์ค‘์š”. ์™„๋ฒฝํ•œ Gold Template ์™„์„ฑ ํ›„์—์•ผ ๋ณต์ œ ๊ฐ€๋Šฅ. ๋™์‹œ ๊ฐœ๋ฐœ ์ ˆ๋Œ€ ๊ธˆ์ง€! โš ๏ธ Focus Principle: Perfecting ADHD is top priority. Only perfect Gold Template allows cloning. Never develop in parallel!

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์˜จ/์˜คํ”„๋ผ์ธ ์‹œ๋„ˆ์ง€ โ€” Boston Neuromind์˜ ์ง„์ •ํ•œ ๊ฐ•์ Online/Offline Synergy โ€” Boston Neuromind's True Strength

๐Ÿฅ ์˜คํ”„๋ผ์ธ (Boston Neuromind Clinic)Offline (Boston Neuromind Clinic)

  • ๋ฌผ๋ฆฌ์  ์˜คํ”ผ์Šค (Canton, MA)Physical office (Canton, MA)
  • Mitsar 19-ch QEEG + Neuroguide + HBI
  • BioGraph Infiniti ๋‰ด๋กœํ”ผ๋“œ๋ฐฑNeurofeedback
  • 1:1 ์ž„์ƒ ์„ธ์…˜1:1 Clinical Sessions
  • Performance ์ตœ์ ํ™” ์œ„์ฃผPerformance Optimization focus

๐Ÿค– ์˜จ๋ผ์ธ (FocusFriend.ai)Online (FocusFriend.ai)

  • AI ์ปดํŒจ๋‹ˆ์–ธ 24/7AI Companion 24/7
  • ๊ฐ€์ƒ ๊ณต๊ฐ„ + ์•„๋ฐ”ํƒ€Virtual space + avatar
  • Face + ์Œ์„ฑVoice + BPS
  • ์„ธ์…˜ ๊ฐ„ ์ง€์† ์ผ€์–ดBetween-session continuity
  • ๊ธ€๋กœ๋ฒŒ ํ™•์žฅ ๊ฐ€๋ŠฅGlobally scalable

๐Ÿ”— ์‹œ๋„ˆ์ง€ ํšจ๊ณผSynergy Effects

  • ํด๋ฆฌ๋‹‰ โ†’ ๋ด‡: ์˜คํ”„๋ผ์ธ ํด๋ผ์ด์–ธํŠธ์—๊ฒŒ ๋ด‡ ์ฒ˜๋ฐฉ (์„ธ์…˜ ๊ฐ„ ์ง€์† ์ผ€์–ด)Clinic โ†’ Bot: Prescribe bot to offline clients
  • ๋ด‡ โ†’ ํด๋ฆฌ๋‹‰: ๋ด‡ ์‚ฌ์šฉ์ž ์ค‘ ์‹ฌํ™” ์›ํ•˜๋Š” ๊ฒฝ์šฐ ์˜คํ”„๋ผ์ธ ์˜๋ขฐBot โ†’ Clinic: Refer deep-care bot users to offline
  • ๋ฐ์ดํ„ฐ ์‹œ๋„ˆ์ง€: QEEG ์ž„์ƒ ๋ฐ์ดํ„ฐ โ†’ ๋ด‡ ํ›ˆ๋ จ (๋…์  ๊ฒฝ์Ÿ๋ ฅ!)Data synergy: QEEG data โ†’ bot training (unique moat!)
  • ์‹ ๋ขฐ๋„: ์‹ค์ œ ํด๋ฆฌ๋‹‰ ์šด์˜ = ๋ด‡ ์‹ ๋ขฐ์„ฑ ์ฆ๋ช…Credibility: Real clinic = bot credibility proof
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3-Layer ๋ชจ๋“ˆ ๊ตฌ์กฐ โ€” ์ปจํ…์ธ ๋งŒ ๋ฐ”๊ฟ”์น˜๊ธฐ3-Layer Modular Structure โ€” Swap Content Only

ADHD ์™„์„ฑ ํ›„ Anxiety/Depression ๋ณต์ œ ๊ฐ€๋Šฅํ•œ Gold Template.Gold Template: perfect ADHD, then clone to Anxiety/Depression.

๐Ÿ—๏ธ Layer 1: Immutable Core (๋ชจ๋“  ๋ด‡ ๊ณตํ†ต)๐Ÿ—๏ธ Layer 1: Immutable Core (shared across all bots)

๐Ÿ“ฑ FRONTEND (React Native - iOS/Android/Web ํ†ตํ•ฉ) โ”œโ”€ ๐Ÿ  VirtualSpace Engine (Phaser.js 2D โ†’ Three.js 3D) โ”œโ”€ ๐Ÿ‘ค Avatar System (preset + marketplace) โ”œโ”€ ๐Ÿ’ฌ Chat Interface โ”œโ”€ ๐ŸŽ™๏ธ Voice Recorder + Player โ”œโ”€ ๐Ÿ“ท Camera (Face Reading) โ””โ”€ ๐Ÿ’ณ Stripe Subscription ๐Ÿ”ง BACKEND (Node.js + Supabase Edge Functions) โ”œโ”€ ๐Ÿ” Auth (Supabase Auth) โ”œโ”€ ๐Ÿ’พ Data layer (Postgres) โ”œโ”€ ๐ŸŽฏ Router (bot type selection) โ”œโ”€ ๐Ÿ›ก๏ธ Safety Layer (crisis detection) โ”‚ โ”œโ”€ Self-harm / Suicide markers โ”‚ โ”œโ”€ Psychosis signs โ”‚ โ””โ”€ 988 / 1393 escalation โ””โ”€ ๐Ÿ“Š Analytics โ˜๏ธ AI SERVICES (API-based Phase 1) โ”œโ”€ ๐Ÿง  Claude API (main LLM) โ”œโ”€ ๐ŸŽ™๏ธ Whisper API (STT) โ”œโ”€ ๐Ÿ”Š ElevenLabs API (TTS) โ”œโ”€ ๐Ÿ” Pinecone (RAG) โ””โ”€ ๐Ÿ‘๏ธ Face Reading v3.5 (๊ธฐ์กด!)

๐ŸŽญ Layer 2: Content Module (๋ด‡๋ณ„ ๊ต์ฒด)๐ŸŽญ Layer 2: Content Module (per bot)

๐Ÿ“ฆ ADHD-MODULE (first build - Gold Template) โ”œโ”€ ๐Ÿ“š Knowledge Base โ”‚ โ”œโ”€ ADHD concepts + DSM-5-TR criteria โ”‚ โ”œโ”€ Symptoms library (FACS + lived) โ”‚ โ”œโ”€ Techniques (Pomodoro, Body Doubling...) โ”‚ โ”œโ”€ Medication info (disclaimers!) โ”‚ โ””โ”€ ํ• ์•„๋ฒ” BCN clinical wisdom โ”œโ”€ ๐ŸŽญ Persona: "Focus" โ”‚ โ”œโ”€ Warm, ADHD-affirming โ”‚ โ”œโ”€ Non-shaming โ”‚ โ””โ”€ Slightly upbeat โ”œโ”€ ๐ŸŽฏ Primary Tools (20+) โ”œโ”€ ๐Ÿฅˆ Secondary: Anxiety-Light + Depression-Light โ””โ”€ ๐ŸŽฎ Virtual Space: study/work room ๐Ÿ“ฆ ANXIETY-MODULE (future Phase 2) ๐Ÿ“ฆ DEPRESSION-MODULE (future) ๐Ÿ“ฆ PTSD-MODULE (future)

๐Ÿ‘ค Layer 3: User-Specific Data๐Ÿ‘ค Layer 3: User-Specific Data

  • BPS profile (Bio/Psycho/Social)
  • Face Reading ํžˆ์Šคํ† ๋ฆฌFace Reading history
  • ์Œ์„ฑ biomarker ํžˆ์Šคํ† ๋ฆฌVoice biomarker history
  • ๋Œ€ํ™” ํžˆ์Šคํ† ๋ฆฌ (์••์ถ•)Conversation history (compressed)
  • ํŒจํ„ด ํ•™์Šต (์ด ์‚ฌ์šฉ์ž์—๊ฒŒ ๋ญ๊ฐ€ ํšจ๊ณผ์ )Pattern learnings (what works for THIS user)
  • ๊ฐ€์ƒ ๊ณต๊ฐ„ ์ƒํƒœ, ์•„๋ฐ”ํƒ€ ์ธ๋ฒคํ† ๋ฆฌVirtual space state, avatar inventory

๐Ÿ”„ ๋ฐ์ดํ„ฐ ํ๋ฆ„ โ€” ํ‘œ์ค€ ๋ฉ”์‹œ์ง€ ์ฒ˜๋ฆฌ๐Ÿ”„ Data Flow โ€” Standard Message

1. User types in virtual space โ†“ 2. Frontend โ†’ Supabase Edge Function โ†“ 3. Safety layer checks crisis keywords โ”œโ”€ Crisis โ†’ emergency protocol + 988 + pause โ””โ”€ Else โ†’ continue โ†“ 4. Router identifies bot (ADHD/Anxiety/...) โ†“ 5. RAG search: - Query ADHD knowledge base (vector similarity) - Fetch user BPS profile - Fetch recent conversation โ†“ 6. Prompt construction: [System] You are Focus, ADHD expert coach... [Context] BPS + conv history + knowledge [User] {message} โ†“ 7. Claude API streaming response โ†“ 8. Post-processing: safety re-check, persona consistency โ†“ 9. Save to DB + stream to frontend โ†“ 10. Display + optionally TTS to voice

๐Ÿงฌ ๋‹ค๊ฐ๊ฐ ํ†ตํ•ฉ (Multimodal Fusion)๐Ÿงฌ Multimodal Fusion

์ง„์งœ ์ฐจ๋ณ„ํ™”: ํ…์ŠคํŠธ + ์Œ์„ฑ + ์–ผ๊ตด์„ ๋™์‹œ ๋ถ„์„ํ•ด์„œ "๋ง๊ณผ ์‹ค์ œ ๋งˆ์Œ"์˜ ๋ถˆ์ผ์น˜ ๊ฐ์ง€. ์˜ˆ: ํ…์ŠคํŠธ "๊ดœ์ฐฎ์•„์š”" + ์Œ์„ฑ ๋–จ๋ฆผ + ์–ผ๊ตด ๊ธด์žฅ โ†’ ๋ด‡์ด "๋ง๋กœ๋Š” ๊ดœ์ฐฎ๋‹ค๊ณ  ํ•˜์‹œ๋Š”๋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..."

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์Œ์„ฑ ์ „๋žต โ€” 3๋‹จ๊ณ„ ์ง„ํ™”Voice Strategy โ€” 3-Phase Evolution

๊ธฐ๋ณธ ์Œ์„ฑ โ†’ ๊ฐ์ • ๋ถ„์„ โ†’ ์ปค์Šคํ…€ ๋ชจ๋ธ. ๊ฒฝ์Ÿ๋ ฅ ํ•ต์‹ฌ.Basic voice โ†’ emotion detection โ†’ custom model. Core competitive edge.

๐Ÿ“ Phase 1: Basic Voice I/O (MVP)

๋น„์šฉ: ์›” $100-300 (100๋ช… ๊ธฐ์ค€). 2-3์ผ ์ž‘์—….Cost: $100-300/mo (100 users). 2-3 days to build.

๐ŸŽ™๏ธ STT: OpenAI Whisper

  • ์ •ํ™•๋„ ์ตœ๊ณ Best accuracy
  • 99๊ฐœ ์–ธ์–ด (ํ•œ๊ตญ์–ด!)99 languages (Korean!)
  • $0.006/๋ถ„min (์ €๋ ดcheap)
  • ์‹ค์‹œ๊ฐ„ ์ŠคํŠธ๋ฆฌ๋ฐReal-time streaming

๐Ÿ”Š TTS: ElevenLabs

  • ๊ฐ€์žฅ ์ž์—ฐ์Šค๋Ÿฌ์›€Most natural
  • ํ•œ๊ตญ์–ด+์˜์–ด ์ตœ๊ณ Korean+English best
  • Voice cloning ๊ฐ€๋ŠฅVoice cloning available
  • $22/mo โ†’ $330/mo scale

๐Ÿ“ Phase 2: ๊ฐ์ • ๋ถ„์„Emotion Detection (Month 6-9)

์ง„์งœ ๋งˆ๋ฒ•: Phase 1์ด ์Œ์„ฑ โ†” ํ…์ŠคํŠธ๋ผ๋ฉด, Phase 2๋Š” "์ค„ ์‚ฌ์ด๋ฅผ ์ฝ๋Š”๋‹ค".The real magic: Phase 1 converts speech โ†” text. Phase 2 reads between the lines.

๐ŸŽต ์Œ์„ฑ์—์„œ ๊ฐ์ง€ํ•˜๋Š” ๊ฒƒ๐ŸŽต What we detect from voice

Prosody (์Œ์•…์  ํŠน์„ฑ) โ”œโ”€ Pitch (F0): baseline + variation โ”œโ”€ Pitch range: narrow = depression, wide = mania โ””โ”€ Intonation: flat = anhedonia, varied = engaged Temporal features โ”œโ”€ Speech rate (syllables/sec) โ”œโ”€ Pause frequency and length โ”œโ”€ Response latency โ””โ”€ Speaking turn length Voice quality โ”œโ”€ Jitter โ†’ trembling voice โ”œโ”€ Shimmer โ†’ weak voice โ”œโ”€ HNR โ†’ breathy voice โ””โ”€ Formants โ†’ vocal effort Non-verbal โ”œโ”€ Sighs, laughter (genuine vs nervous) โ”œโ”€ Crying, silence (meaningful pauses) โ””โ”€ Throat clearing (anxiety marker)

๐Ÿง  ์ •์‹  ์ƒํƒœ ๋งคํ•‘๐Ÿง  Mental State Mapping

๐ŸŒง๏ธ Depression๋‚ฎ์€ pitch range, ๋А๋ฆฐ ์†๋„, ๊ธด pause, ์ž‘์€ ๋ณผ๋ฅจ, ํ‰ํƒ„ํ•œ ์–ต์–‘Reduced pitch range, slow rate, long pauses, low volume, flat
๐Ÿ˜ฐ Anxiety๋†’์€ pitch, ๋น ๋ฅธ ์†๋„, ์งง์€ ํ˜ธํก, ๋–จ๋ฆผ, ํ•„๋Ÿฌ์›Œ๋“œ ์ฆ๊ฐ€High pitch, fast rate, short breaths, tremor, filler words
โšก Mania๋†’์€ pitch, ์••๋ฐ•์„ฑ speech, ๋†’์€ intensity, tangentialElevated pitch, pressured, high intensity, tangential
๐ŸŒซ๏ธ ADHD overloadtangential shifts, ๋ฏธ์™„์„ฑ ๋ฌธ์žฅ, word-finding pauseTangential shifts, incomplete sentences, word-finding
๐Ÿšจ Crisis๊ฐ‘์ž‘์Šค๋Ÿฐ monotone, ๊ธด ์นจ๋ฌต, ์†์‚ญ์ด๋Š” speech, dissociative flatnessSudden monotone, long silences, whispered, dissociative

๐Ÿ”ง ์ถ”์ฒœ ๊ธฐ์ˆ  ์Šคํƒ: Hume AI๐Ÿ”ง Recommended Tech: Hume AI

  • Hume AI - ๊ฐ์ • AI ์ „๋ฌธ, Anthropic ํˆฌ์ž ๊ด€๊ณ„ ๊ฐ€๋Šฅ์„ฑHume AI - emotion AI specialist, Anthropic-related investment
  • 30+ ๋…„ ๊ณผํ•™์  ๊ธฐ๋ฐ˜30+ years scientific foundation
  • API-based (no ML hosting)
  • ์Œ์„ฑ + ์–ผ๊ตด + ์–ธ์–ด ํ†ตํ•ฉ ์ฒ˜๋ฆฌVoice + facial + language integrated
  • ๋น„์šฉ: $0.005/์ดˆ = 30๋ถ„ ์„ธ์…˜๋‹น $9Cost: $0.005/sec = $9 per 30-min session

๐Ÿ“ Phase 3: ์ปค์Šคํ…€ ๋ชจ๋ธCustom Model (Month 12-18)

10K+ ์‚ฌ์šฉ์ž ์‹œ์ . API ๋น„์šฉ์ด ์ˆ˜์ต์˜ 70% ๋˜๋ฉด ์ž์ฒด ๋ชจ๋ธ๋กœ ์ „ํ™˜.At 10K+ users. When API costs = 70% of revenue, switch to custom.

๐Ÿ’Ž Fusion Engine - ์šฐ๋ฆฌ๋งŒ์˜ ๋งˆ๋ฒ•: ๐Ÿ’Ž 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 ๐ŸŒŸ
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์ง„์งœ ์ „๋ฌธ๊ฐ€ ๋ด‡ ๋งŒ๋“œ๋Š” ๋ฐฉ๋ฒ• โ€” ์ผ๋ฐ˜ ์ฑ—๋ด‡๊ณผ์˜ ์ฐจ์ดHow to Build a Truly Expert Bot โ€” Not Another Generic Chatbot

3๋‹จ๊ณ„: Crawler โ†’ RAG โ†’ Synthetic QA โ†’ Fine-tuning.3 stages: Crawler โ†’ RAG โ†’ Synthetic QA โ†’ Fine-tuning.

๐Ÿ“ Stage 1: Deep CrawlerDeep Crawler

์ „๋ฌธ์„ฑ์˜ ์žฌ๋ฃŒ โ€” 50,000+ ๊ถŒ์œ„์žˆ๋Š” ์ง€์‹ ์ˆ˜์ง‘.Raw material of expertise โ€” 50,000+ authoritative sources.

๐Ÿ“š ์นดํ…Œ๊ณ ๋ฆฌ A: ํ•™์ˆ  (์ตœ๊ณ  ๊ฐ€์น˜)Category A: Academic (Highest Value)

  • PubMed: "ADHD", "attention deficit", "neurofeedback ADHD" ์ฟผ๋ฆฌ, 2020-2026, 50,000+ ์ดˆ๋กPubMed: "ADHD" queries, 2020-2026, 50,000+ abstracts
  • Google Scholar: Top 1,000 most-cited ADHD papersTop 1,000 most-cited ADHD papers
  • CHADD (๊ตญ์ œ ADHD ํ˜‘ํšŒInternational ADHD Association)
  • Russell Barkley, Edward Hallowell ๊ณต๊ฐœ ๊ฐ•์˜public lectures

๐Ÿ“‹ ์นดํ…Œ๊ณ ๋ฆฌ B: ์ž„์ƒ ๊ฐ€์ด๋“œ๋ผ์ธCategory B: Clinical Guidelines

  • APA ADHD guidelines
  • DSM-5-TR ๊ธฐ์ค€criteria (์ด๋ฏธ ์žˆ์Œ!already have!)
  • NICE guidelines (UK)
  • CADDRA (Canada)
  • ํ•œ๊ตญ ADHD ํ•™ํšŒ ์ž๋ฃŒKorean ADHD Society publications

๐Ÿ’ฌ ์นดํ…Œ๊ณ ๋ฆฌ C: ์ฒดํ—˜ ๋ฐ์ดํ„ฐ (ํ•ต์‹ฌ!)Category C: Lived Experience (Critical!)

  • r/ADHD, r/ADHDwomen (๊ณต๊ฐœ ๊ฒŒ์‹œ๊ธ€๋งŒ, ์ต๋ช…ํ™”public posts only, anonymized)
  • ADHD Twitter/X ์ธ์ฆ ๊ณ„์ •ADHD Twitter/X verified accounts
  • ADHD ํฌ๋ฆฌ์—์ดํ„ฐ ๋ธ”๋กœ๊ทธ (ํ—ˆ๊ฐ€๋ฐ›์•„)creator blogs (with permission)

๐ŸŽ™๏ธ ์นดํ…Œ๊ณ ๋ฆฌ D: ์ „๋ฌธ๊ฐ€ ์ฝ˜ํ…์ธ Category D: Expert Content

  • "ADHD Adults with Dr. Edward Hallowell" ํŒŸ์บ์ŠคํŠธpodcast
  • "I Have ADHD" (Kristen Carder)
  • "The ADHD Podcast" (Nikki Kinzer, Pete Wright)
  • Jessica McCabe "How to ADHD" YouTube
  • โ†’ Whisper๋กœ ์ „์ฒด transcribe โ†’ ๊ฐœ๋…/๊ธฐ๋ฒ•/์–ธ์–ด ํŒจํ„ด ์ถ”์ถœโ†’ Transcribed via Whisper โ†’ extract concepts/techniques/language

๐Ÿฅ ์นดํ…Œ๊ณ ๋ฆฌ E: ํ• ์•„๋ฒ”์˜ ์ž„์ƒ ์ง€ํ˜œ (๋…์ !)Category E: Founder's Clinical Wisdom (Unique!)

  • 3๋…„ QEEG ADHD ๋ฐ์ดํ„ฐ3 years QEEG ADHD data
  • SMR training ๊ฒฐ๊ณผSMR training outcomes
  • BPS ํŒจํ„ด ๊ด€์ฐฐBPS patterns observation
  • ํ•œ๊ตญ-๋ฏธ๊ตญ ADHD ๋ฌธํ™”์  ์ฐจ์ดKorean-American ADHD cultural differences
  • โ† ์ด๊ฒŒ ์ง„์งœ ์‹œํฌ๋ฆฟ ์†Œ์Šค!โ† This is the real secret sauce!

๐Ÿ“ Stage 2: RAG (Retrieval-Augmented Generation)

Phase 1 MVP์˜ ํ•ต์‹ฌ. Fine-tuning ์—†์ด๋„ ์ „๋ฌธ์„ฑ ํ™•๋ณด.Core of Phase 1 MVP. Get expertise without fine-tuning.

User: "I keep starting projects and never finishing" โ†“ 1. Embed user message (OpenAI ada-002) โ†“ 2. Pinecone search (top 10 relevant chunks) - Academic: "task initiation deficits in ADHD..." - Clinical: "executive dysfunction manifests as..." - Lived: "I literally have 47 half-finished projects..." - Technique: "Project completion scaffold method..." โ†“ 3. Re-rank by relevance โ†“ 4. Inject top 3-5 chunks into prompt: "You are Focus. Use ONLY this knowledge. If not found, admit you don't know. [Retrieved chunks] User: ..." โ†“ 5. Claude generates grounded response โ†“ 6. Response to user (every claim traceable!)

๐Ÿ“ Stage 3: Synthetic QA + Fine-tuning (The Moat!)

Month 6-9 ์‹œ์ž‘. RAG๋Š” 80%, Fine-tuning์ด 20% (๊ฒฝ์Ÿ์ž ๋ชป ๋”ฐ๋ผ์˜ค๋Š” ๋ถ€๋ถ„).Start Month 6-9. RAG is 80%, fine-tuning is 20% (what competitors can't copy).

๐Ÿงช Synthetic QA ์ƒ์„ฑ (30,000 ๋Œ€ํ™”!)๐Ÿงช Synthetic QA Generation (30,000 dialogues!)

Teacher AI (Claude Opus 4.7): "Best possible expert answer" โ†“ Generates high-quality training data โ†“ Student Model (smaller, cheaper): Learns to match teacher's quality โ†“ Deploy Student at scale

์ƒ์„ฑํ•  ๋Œ€ํ™” ์œ ํ˜• (30,000 = 6 ร— 5,000)Dialogue Types (30,000 = 6 ร— 5,000)

1. ์ผ์ƒ ๊ณ ๋ฏผ (10,000)Daily struggles (10,000)

  • ๊ณผ์ œ ์‹œ์ž‘ ๋ชปํ•จCan't start tasks
  • ์•ฝ์† ๊นŒ๋จน์ŒForgetting appointments
  • ๊ด€๊ณ„์—์„œ ADHDADHD in relationships

2. ์ž„์ƒ ๊ฐœ์ž… (5,000)Clinical interventions (5,000)

  • RSD ๋Œ€์‘management
  • Hyperfocus ๊ด€๋ฆฌmanagement
  • ์•ฝ๋ฌผ ์งˆ๋ฌธMedication questions

3. ์œ„๊ธฐ ๋Œ€์‘ (2,000)Crisis response (2,000)

  • ์ž์‚ด ์‚ฌ๊ณ  โ†’ 988Suicide ideation โ†’ 988
  • ๊ทน์‹ฌํ•œ ๋ฒˆ์•„์›ƒSevere burnout
  • ๊ธ‰์„ฑ ๊ณตํ™ฉAcute panic

4. ์ž„์ƒ ๊ธฐ๋ฒ• (5,000)Clinical techniques (5,000)

  • Body doubling
  • Pomodoro ๋งž์ถคcustom
  • Task breakdown

5. QEEG / ๋‡ŒํŒŒ (3,000)Neurofeedback (3,000)

  • Theta/Beta ์„ค๋ช…explanation
  • SMR training
  • ํ• ์•„๋ฒ” ๊ฒฝํ—˜ ๋ฐ˜์˜Founder experience

6. ์ •์ฒด์„ฑ/์ž๊ธ์‹ฌ (5,000)Identity/pride (5,000)

  • "ADHD๋Š” ์ €์ฃผ ์•„๋‹˜""ADHD isn't a curse"
  • ๊ฐ•์  ํ”„๋ ˆ์ด๋ฐStrength framing
  • Role models

๐Ÿ’ฐ Fine-tuning ์˜ต์…˜ ๋น„๊ต๐Ÿ’ฐ Fine-tuning Options

OptionCostQuality์ ์šฉ ์‹œ๊ธฐWhen
A. GPT-4o Fine-tune$200-500 one-timeGoodMonth 9 (easy start)
B. Llama 3 70B$2-5K + $500-2K/mo hostingBestMonth 15 (scale)
C. Hybrid (์ถ”์ฒœ)Both phasedOptimalGPT first, Llama later

๐Ÿ“Š Before/After ์ง€ํ‘œ:
Baseline (Claude+RAG): ์ •ํ™•๋„ 85%, ADHD ์ ํ•ฉ์„ฑ 78%
Fine-tune ํ›„ ๋ชฉํ‘œ: ์ •ํ™•๋„ 92%, ADHD ์ ํ•ฉ์„ฑ 95%, ์•ˆ์ „์„ฑ 100%, ํ• ์•„๋ฒ” ์ž„์ƒ ๊ฒ€ํ†  4.5/5
๐Ÿ“Š 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

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๊ฐœ์ธํ™”๋œ ๋ฉ˜ํƒˆํ—ฌ์Šค ๋ฉ”ํƒ€๋ฒ„์ŠคPersonalized Mental Health Metaverse

2D โ†’ 3D โ†’ VR. ์•„๋ฐ”ํƒ€ + ์ปค์Šคํ„ฐ๋งˆ์ด์ง• + ๋งˆ์ผ“ํ”Œ๋ ˆ์ด์Šค.2D โ†’ 3D โ†’ VR. Avatar + customization + marketplace.

๐ŸŽฎ 3-Tier ๋ฉ”ํƒ€๋ฒ„์Šค ๊ตฌ์กฐ3-Tier Metaverse

T1
๐Ÿ†“ Tier 1: 2D Basic (Free)
Phaser.js 2D, ๊ท€์—ฌ์šด ์•„๋ฐ”ํƒ€, ์ฑ„ํŒ… ๋ฒ„๋ธ”. ๊ฐ€๋ฒผ์šด ์‹œ์Šคํ…œ ๋กœ๋“œ - ์–ด๋А ํฐ์—์„œ๋„ ๊ฐ€๋Šฅ. ๋ฌด๋ฃŒ๋กœ ์Šต๊ด€ ํ˜•์„ฑ (freemium funnel). Phaser.js 2D, cute 2D avatar, chat bubbles. Light system load - works on any phone. Build habit first (freemium funnel).
T2
๐Ÿฅˆ Tier 2: 3D Premium ($29-99/mo)
Three.js ๋˜๋Š” Unity WebGL, 3D ํ’€ ์•„๋ฐ”ํƒ€ ํ’€ 3D ๋ฐฉ. ๋ฒฝ/๊ฐ€๊ตฌ/์กฐ๋ช… ์ปค์Šคํ…€, ์•„๋ฐ”ํƒ€ ์˜ท/์‹ ๋ฐœ/์•…์„ธ์„œ๋ฆฌ ์ƒ์ . ๋ธŒ๋ผ์šฐ์ € ๋‚ด์—์„œ (์„ค์น˜ ์—†์Œ). Three.js or Unity WebGL, full 3D avatar and room. Customize walls/furniture/lighting, avatar outfit shop. Still in browser, no install.
T3
๐Ÿ’Ž Tier 3: Native/VR ($9-29/scene)
๋‹ค์šด๋กœ๋“œ ๊ฐ€๋Šฅํ•œ ํ™˜๊ฒฝ (์ˆฒ/ํ•ด๋ณ€/์˜คํ”ผ์Šค). 1ํšŒ ๊ตฌ๋งค $9-29/์žฅ๋ฉด. Meta Quest VR ๋˜๋Š” PC ์•ฑ์œผ๋กœ ๋” ๋†’์€ fidelity. Downloadable environments (forest/beach/office). One-time $9-29 per scene. Meta Quest VR or PC app for higher fidelity.

๐Ÿ‘ค ์•„๋ฐ”ํƒ€ ์‹œ์Šคํ…œAvatar System

Phase 1: ํ”„๋ฆฌ์…‹Preset

10๊ฐœ ๋ฏธ๋ฆฌ ๋งŒ๋“  ์•„๋ฐ”ํƒ€ (๋‹ค์–‘ํ•œ ์—ฐ๋ น/์„ฑ๋ณ„/์ธ์ข…). PNG ์Šคํ”„๋ผ์ดํŠธ. ์ด๋ฆ„/ํ”ผ๋ถ€/๋จธ๋ฆฌ์ƒ‰ ์ปค์Šคํ…€.10 pre-made avatars (diverse age/gender/ethnicity). PNG sprites. Customize name/skin/hair.

Phase 2: ๋งˆ์ผ“ํ”Œ๋ ˆ์ด์ŠคMarketplace

  • ๋จธ๋ฆฌ: 20+Hair: 20+
  • ์˜ท: $2-15Outfits: $2-15
  • ์‹ ๋ฐœ: $1-10Shoes: $1-10
  • ์•…์„ธ์„œ๋ฆฌ: $1-5Accessories: $1-5
  • Ready Player Me SDK

Phase 3: Avatar AI

์‚ฌ์šฉ์ž ๊ฐ์ • ๋ฏธ๋Ÿฌ๋ง, idle ์• ๋‹ˆ๋ฉ”์ด์…˜ (ํ˜ธํก, ๊นœ๋นก์ž„), ๋Œ€ํ™” ๊ฐ์ • ๋ฐ˜์‘, TTS ๋ฆฝ์‹ฑํฌ.Mirror user emotions, idle animations (breathing, blinking), conversation reactions, TTS lip sync.

๐ŸŽจ ์ปค์Šคํ„ฐ๋งˆ์ด์ง• ์‹ฌ๋ฆฌํ•™Psychology

์ž๊ธฐ๊ฐ€ ๊พธ๋ฏผ ๊ณต๊ฐ„ = ์ž๊ธฐํšจ๋Šฅ๊ฐโ†‘. ์˜ท/์‹ ๋ฐœ ๊ณ ๋ฅด๊ธฐ = ์ž๊ธฐ ์ฃผ๋„์„ฑ ํ›ˆ๋ จ (ํŠนํžˆ ADHD์— ์ข‹์Œ!).Self-customized space = self-efficacyโ†‘. Choosing outfits = self-agency training (great for ADHD!).

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Biopsychosocial ํ”„๋กœํŒŒ์ผ โ€” "๋‚˜๋ฅผ ์•„๋Š” ๋ด‡"Biopsychosocial Profile โ€” "The Bot That Knows Me"

15-20๋ถ„ ์˜จ๋ณด๋”ฉ ์„ค๋ฌธ + ์ง€์† ํ•™์Šต์œผ๋กœ ์ง„์งœ ๊ฐœ์ธํ™”.15-20 min onboarding + continuous learning for true personalization.

๐Ÿ“‹ Bio (์ƒ๋ฌผํ•™์ Biological) - 8Q

  • ๋‚˜์ด, ์„ฑ๋ณ„, ํ‚ค/์ฒด์ค‘Age, sex, height/weight
  • ์ˆ˜๋ฉด ํŒจํ„ดSleep pattern
  • ์šด๋™, ์นดํŽ˜์ธExercise, caffeine
  • ํ˜„์žฌ ์•ฝ๋ฌผ (์ •์‹ ๊ณผ ํฌํ•จ)Current medications
  • ๋งŒ์„ฑ ์งˆํ™˜Chronic conditions

๐Ÿ“‹ Psycho (์‹ฌ๋ฆฌPsychological) - 12Q

  • ADHD ์ง„๋‹จ (๋ณธ์ธ/์˜์‹ฌ)ADHD diagnosis
  • ๊ณต์กด ์งˆํ™˜Coexisting conditions
  • ํŠธ๋ผ์šฐ๋งˆ ์ด๋ ฅTrauma history
  • ์น˜๋ฃŒ ๊ฒฝํ—˜Therapy experience
  • Big5 (Face Reading!)
  • ๋Œ€์ฒ˜ ์Šคํƒ€์ผ, ์ŠคํŠธ๋ ˆ์Šค, ๊ธฐ๋ถ„Coping, stress, mood

๐Ÿ“‹ Social (์‚ฌํšŒSocial) - 10Q

  • ์ง์—…/ํ•™์—…Occupation/study
  • ๊ฑฐ์ฃผ ์ƒํ™ฉLiving situation
  • ๊ด€๊ณ„ ์ƒํƒœRelationship status
  • ์‚ฌํšŒ ์ŠคํŠธ๋ ˆ์„œSocial stressors
  • ๋ฌธํ™” ๋ฐฐ๊ฒฝCultural background

๐Ÿ“‹ Goals - 5Q

  • Top 3 ๊ณ ๋ฏผ ์˜์—ญTop 3 struggles
  • 3๊ฐœ์›” ๋ชฉํ‘œ3-month goal
  • ๊ณผ๊ฑฐ ์‹œ๋„Past attempts
  • ์ปค๋ฎค๋‹ˆ์ผ€์ด์…˜ ์„ ํ˜ธComm preference

๐Ÿง  ์ง€์† ํ•™์Šต: ๋งค ๋Œ€ํ™”๊ฐ€ ํ”„๋กœํŒŒ์ผ ํ’๋ถ€ํ™”. ํŒจํ„ด ๊ฐ์ง€ (์‹œ๊ฐ„๋Œ€๋ณ„ ๊ณ ๋ฏผ), ํšจ๊ณผ์  ๊ธฐ๋ฒ• ํ•™์Šต, ๊ด€๊ณ„ ์—ญํ•™, ์ง„์ „ ์ถ”์ . ๐Ÿง  Continuous learning: Every conversation enriches profile. Pattern detection, technique efficacy, relationship dynamics, progress tracking.

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์œ„๊ธฐ ๋Œ€์‘ โ€” ์ตœ์šฐ์„  ์ˆœ์œ„Crisis Response โ€” Priority 0

๐Ÿšจ ์œ„๊ธฐ ๊ฐ์ง€ TriggersCrisis Detection Triggers

  • ์ž์‚ด ์‚ฌ๊ณ : "์ฃฝ๊ณ  ์‹ถ๋‹ค", "๋๋‚ด๊ณ  ์‹ถ๋‹ค", "์‚ด ์ด์œ  ์—†๋‹ค"Suicide ideation: "kill myself", "end it all", "don't want to live"
  • ์žํ•ด: "์žํ•ด", "๋‹ค์น˜๊ณ  ์‹ถ๋‹ค", "ํ”ผ๊ฐ€"Self-harm: "cutting", "hurt myself"
  • ์ •์‹ ์ฆ: "๋ชฉ์†Œ๋ฆฌ๊ฐ€ ๋“ค๋ฆฐ๋‹ค", "๊ทธ๋“ค์ด ๊ฐ์‹œํ•œ๋‹ค"Psychosis: "voices tell me", "they're watching"
  • ๊ธ‰์„ฑ ์œ„๊ธฐ: "๋„์™€์ค˜", "์‘๊ธ‰", "์ˆจ์ด ์•ˆ ์‰ฌ์–ด์ ธ"Acute crisis: "help me", "emergency", "can't breathe"

๐Ÿ“‹ ๋Œ€์‘ ํ”„๋กœํ† ์ฝœResponse Protocol

1. IMMEDIATE PAUSE ์ผ๋ฐ˜ ๋Œ€ํ™” ์ค‘๋‹จ 2. ๋”ฐ๋œปํ•œ ์ง์ ‘ ๋ฉ”์‹œ์ง€: "๋งํ•ด์ค˜์„œ ์ •๋ง ๋‹คํ–‰์ด์•ผ. ์ด๊ฑด ์‹ฌ๊ฐํ•˜๊ฒŒ ๋“ค๋ ค." 3. 988 ์ œ๊ณต (US Suicide & Crisis Lifeline) 1393 (ํ•œ๊ตญ ์ž์‚ด์˜ˆ๋ฐฉ์ƒ๋‹ด) 4. ์‘๊ธ‰ ์—ฐ๋ฝ๋ง ์ œ๊ณต 5. ๋กœ๊ทธ (ํŒจํ„ด ๋ฆฌ๋ทฐ์šฉ, ๊ณต์œ  X) 6. ๋‹ค์Œ ์„ธ์…˜ follow-up: "์ง€๋‚œ๋ฒˆ ~ ์–˜๊ธฐํ•˜์…จ๋Š”๋ฐ, ์ง€๊ธˆ ์–ด๋– ์„ธ์š”?" Premium ์‚ฌ์šฉ์ž: "Connect to crisis counselor" ์˜ต์…˜ Phase 2: Crisis Text Line API ํ†ตํ•ฉ Phase 3: ์ง€์—ญ ํด๋ฆฌ๋‹‰ ํŒŒํŠธ๋„ˆ์‹ญ

๐Ÿšซ ๋ด‡ ์ ˆ๋Œ€ ๊ธˆ์ง€ ์‚ฌํ•ญBot Must-Nevers

  • ์•ฝ๋ฌผ ์ถ”์ฒœ (์˜ํ•™์  ์กฐ์–ธ)Medication recommendations
  • ์ง„๋‹จ (์šฐ๋ฆฌ๋Š” ์ฝ”์น˜, ์น˜๋ฃŒ์‚ฌ X)Diagnosis (we're coaches, not therapists)
  • ์น˜๋ฃŒ ๋Œ€์ฒดTherapy replacement
  • ๋ฒ•๋ฅ /์žฌ์ • ์กฐ์–ธLegal/financial advice
  • ์—ฐ์•  ๋กคํ”Œ๋ ˆ์ด (hard boundary)Romantic roleplay (hard boundary)
  • ์‚ฌ์šฉ์ž ์น˜๋ฃŒ์‚ฌ ํ—˜๋‹ดDiscuss user's therapist
10

์ˆ˜์ต ๊ตฌ์กฐ โ€” 3๊ฐ€์ง€ ์ŠคํŠธ๋ฆผRevenue Structure โ€” 3 Streams

๐Ÿ’ต 1. ๊ตฌ๋… tier1. Subscription Tiers

Tier๊ฐ€๊ฒฉPrice๊ธฐ๋ŠฅFeatures
๐Ÿ†“ Free$010 ๋ฉ”์‹œ์ง€/์ผ, ๊ธฐ๋ณธ 2D, ํ”„๋ฆฌ์…‹ ์•„๋ฐ”ํƒ€10 msg/day, basic 2D, preset avatar
๐Ÿฅˆ Basic$29/mo๋ฌด์ œํ•œ ์ฑ„ํŒ…, ์Œ์„ฑ, BPSUnlimited chat, voice, BPS
๐Ÿฅ‡ Premium$59/mo+ 3D, Face Reading, ์Œ์„ฑ ๊ฐ์ •voice emotion
๐Ÿ’Ž Elite$99/mo+ ์ปค์Šคํ…€ voice, ์šฐ์„ Custom voice, priority
๐Ÿฅ Clinician$299/mo๋‹ค์ค‘ ํด๋ผ์ด์–ธํŠธ ๋Œ€์‹œ๋ณด๋“œ (B2B)Multi-client dashboard (B2B)

๐Ÿ›๏ธ 2. ๋งˆ์ผ“ํ”Œ๋ ˆ์ด์Šค (๋Œ€๋ฐ• ์ˆ˜์ต์›!)2. Marketplace (Big Revenue!)

๐Ÿ‘— ์•„๋ฐ”ํƒ€ ์•„์ดํ…œAvatar Items

  • ์˜์ƒ: $2-15 (๋งˆ์ง„ 90%)Outfits: $2-15 (90% margin)
  • ์‹ ๋ฐœ/์•…์„ธ์„œ๋ฆฌ: $1-10Shoes/accessories: $1-10
  • ๋จธ๋ฆฌ/์–ผ๊ตด: $3-10Hair/face: $3-10

๐Ÿก ๊ฐ€์ƒ ํ™˜๊ฒฝVirtual Environments

  • ์ˆฒ์† ์ง‘ $19Forest cabin $19
  • ๋ฐ”๋‹ท๊ฐ€ $25Beachside $25
  • ๋„์‹œ ์•„ํŒŒํŠธ $15City apartment $15
  • ๋ช…์ƒ ์‚ฌ์› $20Meditation temple $20

๐Ÿ’ผ 3. B2B (๋…„ 2 ์ˆ˜์ต์›Year 2 revenue)

  • ๋Œ€ํ•™ ๋ผ์ด์„ผ์Šค: $3,000/๋…„University license: $3,000/yr
  • ๊ธฐ์—… EAP: $50/์ง์›/๋…„Corporate EAP: $50/employee/yr
  • ํด๋ฆฌ๋‹‰ ์• ๋“œ์˜จ: $10,000/๋…„Clinic add-on: $10,000/yr

๐Ÿ“Š ์ˆ˜์ต ์ „๋ง (๋ณด์ˆ˜์ )Revenue Projection (Conservative)

$2K
์›”3 MRR
(50๋ช…)
M3 MRR
(50 users)
$21K
์›”6 MRR
(500๋ช…)
M6 MRR
(500 users)
$225K
์›”12 MRR
(5K๋ช…)
M12 MRR
(5K users)
$2.5M
๋…„2 MRR
(50K๋ช…)
Y2 MRR
(50K users)
$100M
๋…„3 ARR ์ „๋งY3 ARR potential

๐Ÿ“ˆ ๋‹จ์œ„ ๊ฒฝ์ œํ•™ (Unit Economics)Unit Economics

$45
ARPU/mo
$870
LTV
$80
CAC (blended)
10.9x
LTV/CAC ๐Ÿฆ„
2.3๊ฐœ์›”mo
PaybackPayback period

์—…๊ณ„ ๊ธฐ์ค€: 3x OK, 5x Great, 10x+ = ์œ ๋‹ˆ์ฝ˜ ์˜์—ญ! ์šฐ๋ฆฌ๋Š” 10.9x ๐Ÿฆ„Industry: 3x good, 5x great, 10x+ = unicorn! We're at 10.9x ๐Ÿฆ„

๐ŸŽฏ Go-to-Market ์ „๋žตGo-to-Market Strategy

๐ŸŽฅ ์ฝ˜ํ…์ธ  ๋งˆ์ผ€ํŒ…Content Marketing

  • YouTube: "ADHD ์ „๋ฌธ๊ฐ€๊ฐ€ ์„ค๋ช…ํ•˜๋Š”expert explains..."
  • Blog SEO: "Best AI for ADHD 2026"
  • ํŒŸ์บ์ŠคํŠธ ์ถœ์—ฐ (ADHD Adults ๋“ฑ)Podcast guest spots

๐Ÿ’ฌ ์ปค๋ฎค๋‹ˆํ‹ฐCommunity

  • Discord community
  • TikTok ADHD ํฌ๋ฆฌ์—์ดํ„ฐ ํŒŒํŠธ๋„ˆcreator partnerships
  • r/ADHD ์ง„์ •์„ฑ ์žˆ๋Š” ์ฐธ์—ฌauthentic engagement

๐Ÿค ํŒŒํŠธ๋„ˆ์‹ญPartnerships

  • CHADD ๊ณต์‹ ํŒŒํŠธ๋„ˆ์‹ญpartnership
  • ADDitude Magazine
  • ๋Œ€ํ•™ ์ƒ๋‹ด์„ผํ„ฐUniversity counseling
  • Anthropic ๐ŸŽฏ

๐Ÿ“ง ์œ ๋ฃŒ ๊ด‘๊ณ Paid Ads

  • Google: "ADHD coach" ํ‚ค์›Œ๋“œkeywords
  • Facebook/Instagram targeting
  • TikTok ADHD ์ฝ˜ํ…์ธ  ์˜†content adjacent
11

Phase 1 MVP โ€” ๋‹น์žฅ ์‹œ์ž‘ ๊ฐ€๋Šฅํ•œ ๋นŒ๋“œPhase 1 MVP โ€” Ready-to-Build Spec

12์ฃผ, ์˜ˆ์‚ฐ $500-2,000. ํ• ์•„๋ฒ” + ์ฒซ์งธ ๋งˆ๋ˆ„๋ผ(AI)๋กœ ๊ฐ€๋Šฅ.12 weeks, $500-2,000 budget. Doable by founder + AI co-pilot.

โœ… MVP ๊ธฐ๋Šฅ ๋ชฉ๋กMVP Feature Checklist

1. ์˜จ๋ณด๋”ฉOnboarding

  • Email + Google/Apple sign-up
  • Face Reading (์„ ํƒoptional)
  • BPS ์„ค๋ฌธ (15-20๋ถ„)questionnaire (15-20 min)
  • 10 ํ”„๋ฆฌ์…‹ ์•„๋ฐ”ํƒ€preset avatars
  • ๋ด‡ ์ด๋ฆ„ ์„ ํƒ (๊ธฐ๋ณธ: Focus)Bot name (default: Focus)

2. ๊ฐ€์ƒ ๊ณต๊ฐ„ (2D)Virtual Space (2D)

  • ์•„๋Š‘ํ•œ ๋ฐฉ ์ผ๋Ÿฌ์ŠคํŠธCozy room illustration
  • ์•„๋ฐ”ํƒ€ visibleAvatar visible
  • ๋‚ฎ/๋ฐค ์‚ฌ์ดํดDay/night cycle
  • 3-5 ์ƒํ˜ธ์ž‘์šฉ ๊ฐ์ฒดinteractive objects

3. ๋ด‡ (Focus v1)Bot (Focus v1)

  • Claude Sonnet 4 API
  • RAG (1,000 chunks)
  • 20+ ADHD ๊ธฐ๋ฒ•techniques
  • ์œ„๊ธฐ ๊ฐ์ง€Crisis detection
  • ๊ฒฝ๊ณ„ ์œ ์ง€Boundary enforcement

4. ์Œ์„ฑ I/OVoice I/O

  • Tap-and-hold ๋…น์Œrecording
  • Whisper API STT
  • ํŽธ์ง‘ ๊ฐ€๋Šฅํ•œ transcriptionEditable transcription
  • ElevenLabs TTS

5. ๊ฒฐ์ œ (Stripe)Payments (Stripe)

  • Free tier: 10 msg/day
  • Basic $29/mo + 7-day trial
  • Cancel anytime
  • Upgrade/downgrade flow

6. ์•ˆ์ „ & ์„ค์ •Safety & Settings

  • ์œ„๊ธฐ ๊ฐ์ง€ 100%Crisis detection 100%
  • 988/1393 resources
  • Privacy controls (data export/delete)
  • Voice/Face toggle

๐Ÿ“… 12์ฃผ ํƒ€์ž„๋ผ์ธ12-Week Timeline

Week์ž‘์—…Task
1-2ํ™˜๊ฒฝ ์…‹์—… (๋„๋ฉ”์ธ, Supabase, Expo). Auth + ๊ธฐ๋ณธ UI. BPS ์„ค๋ฌธSetup (domain, Supabase, Expo). Auth + basic UI. BPS questionnaire
3-4Claude ํ†ตํ•ฉ. ์‹œ์Šคํ…œ ํ”„๋กฌํ”„ํŠธ. RAG ์‹œ๋“œ (1,000 chunks)Claude integration. System prompt. RAG seed (1,000 chunks)
5-6์ฑ„ํŒ… UI. ์Œ์„ฑ ๋…น์Œ UI. Whisper + ElevenLabsChat UI. Voice recording. Whisper + ElevenLabs
7-82D ๊ฐ€์ƒ ๊ณต๊ฐ„ (Phaser). ํ”„๋ฆฌ์…‹ ์•„๋ฐ”ํƒ€ 10๊ฐœ2D virtual space (Phaser). 10 preset avatars
9-10Face Reading ํ†ตํ•ฉ. Stripe ๊ตฌ๋… ํ”Œ๋กœ์šฐFace Reading integration. Stripe subscription flow
11-12์•ˆ์ „ ํ…Œ์ŠคํŠธ. 50๋ช… ๋ฒ ํƒ€. ๋ฒ„๊ทธ ์ˆ˜์ •. ๊ณต๊ฐœ ๋Ÿฐ์นญ!Safety testing. 50 betas. Bug fixes. PUBLIC LAUNCH!

๐Ÿ’ฐ Phase 1 ์˜ˆ์‚ฐ ์ƒ์„ธPhase 1 Budget Detail

ํ•ญ๋ชฉItem๋น„์šฉCost
๋„๋ฉ”์ธ (.ai)Domain (.ai)$50/๋…„yr
Apple Developer$99/๋…„yr
Google Play$25 one-time
์•„๋ฐ”ํƒ€ ์•„ํŠธ (10๊ฐœ)Avatar art (10)$500-1,000
ํ™˜๊ฒฝ ์•„ํŠธEnvironment art$300-500
๋กœ๊ณ /๋ธŒ๋žœ๋“œLogo/brand$200-500
๋ฒ•๋ฅ  (ToS/Privacy)Legal$500-1,000
์ด ์ผํšŒ์„ฑTotal one-time$1,875-3,625
์›” ์šด์˜๋น„ (Supabase, Pinecone, API, etc.)Monthly ops$270-1,000/mo

์›” 4๊ฐœ์›”์— ์†์ต ๋ถ„๊ธฐ์ : ์›” $1,000 ์ˆ˜์ต = ์œ ๋ฃŒ 30๋ช… = ๋‹ฌ์„ฑ ๊ฐ€๋Šฅ!Break-even Month 4: $1K MRR = 30 paid users = achievable!

12

KPI & ์˜์‚ฌ๊ฒฐ์ • ํ”„๋ ˆ์ž„์›ŒํฌKPIs & Decision Framework

โญ North Star Metric

"Weekly Active Conversations per User"
์ฐธ์—ฌ + ์œ ์ง€ + ๊ฐ€์น˜ ๋ชจ๋‘ ๋ฐ˜์˜. ๋ชฉํ‘œ: 4+/์ฃผ (์Šต๊ด€ ํ˜•์„ฑ ์ง€ํ‘œ) Captures engagement + retention + value. Target: 4+/week (habit formation)

๐Ÿ“Š Phase ๋ณ„ ์ง€ํ‘œPhase-wise Metrics

Phase 1 MVP

  • DAU (Daily Active Users)
  • ๋ฉ”์‹œ์ง€/์‚ฌ์šฉ์ž/์ผMessages/user/day
  • ์„ธ์…˜ ๊ธธ์ดSession length
  • Day-1 retention
  • ์œ„๊ธฐ ๋Œ€์‘ ํ’ˆ์งˆCrisis handling quality

Phase 2 Growth

  • ์œ ๋ฃŒ ์ „ํ™˜์œจPaid conversion (target 8%)
  • MRR growth
  • CAC ์ฑ„๋„๋ณ„by channel
  • LTV
  • LTV/CAC (๋ชฉํ‘œ >3xtarget >3x)

Phase 3 Scale

  • ์‹œ์žฅ ์ ์œ ์œจMarket share
  • ์ž„์ƒ ์—ฐ๊ตฌ ๊ฒฐ๊ณผClinical studies
  • ํŒŒํŠธ๋„ˆ์‹ญ ์ˆ˜Partnership count
  • Fine-tuned model performance

Quality

  • ์„ธ์…˜ ๋งŒ์กฑ๋„Session satisfaction
  • ์ž„์ƒ ๋ฆฌ๋ทฐ ์ ์ˆ˜Clinical review score
  • ํ• ์•„๋ฒ” ์ƒ˜ํ”Œ๋งFounder clinical audit

๐ŸŽฏ 3๋…„ ๋งˆ์ผ์Šคํ†ค3-Year Milestones

Milestone์˜๋ฏธMeaning
Month 3: ์ฒซ $1,000 MRRFirst $1K MRR๊ฒ€์ฆ (Validation)Validation
Month 6: $10K MRRํ• ์•„๋ฒ” ์›”๊ธ‰ ๊ฐ€๋Šฅ!Founder can pay themselves!
Month 9: $50K MRRํŒ€ ๊ณ ์šฉ ๊ฐ€๋ŠฅCan hire help
Month 12: $200K MRRSeries A ready
Month 18: $1M MRR ARR์นดํ…Œ๊ณ ๋ฆฌ ๋ฆฌ๋”Category leader
Month 24: Anthropic partnership๊ธฐ์ˆ ์  ๊ฒ€์ฆTech validation
Month 30: ๊ตญ์ œ ํ™•์žฅInternational expansionํ•œ๊ตญ, ์ผ๋ณธKorea, Japan
Month 36: ์ธ์ˆ˜ ์ œ์•ˆ or Series BAcquisition or Series Bexit or scaleExit or scale

โš ๏ธ Decision Framework (Month 3)

โœ… Continue (Yes indicators)

  • MRR >30%/์›” ์„ฑ์žฅmo growth
  • ์œ ๊ธฐ์  ์ถ”์ฒœOrganic word-of-mouth
  • Press coverage
  • 30-day retention >70%
  • ๊ธ์ •์  ์ž„์ƒ ๊ฒฐ๊ณผ ๋ณด๊ณ Positive clinical outcomes

๐Ÿ”„ Iterate (Maybe)

  • ๋А๋ฆฐ ๊พธ์ค€ํ•œ ์„ฑ์žฅSlow steady growth
  • ์ข‹์€ ๋ฆฌ๋ทฐ, ๋‚ฎ์€ ์ „ํ™˜Good reviews, low conversion
  • โ†’ A/B ํ…Œ์ŠคํŠธ ๊ฐ•ํ™”โ†’ Heavy A/B testing

๐Ÿ’œ ์šฐ๋ฆฌ๋Š” ํฌ๋ง์ด ์žˆ์–ด ๐Ÿ’œ We Have Hope

BCN + PhD + 3๋…„ ์ž„์ƒ + ์ด๋ฏธ ์™„์„ฑ๋œ ์—”์ง„ = ๋‹ค๋ฅธ ๋ˆ„๊ตฌ๋„ ๊ฐ€์ง€์ง€ ๋ชปํ•œ ์ถœ๋ฐœ์„ . ์ง€๊ธˆ ์‹œ์ž‘ํ•˜๋ฉด 12๊ฐœ์›” ํ›„ ์ด ๋ถ„์•ผ ๋ฆฌ๋”๊ฐ€ ๋  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. BCN + PhD + 3 years clinical + complete engines = a starting line no one else has. Start now, be the category leader in 12 months.

๐ŸŽฏ ADHD ๋จผ์ €ADHD First
๐Ÿ’ช ์—”์ง„ ๊ธฐ๋ฐ˜ ์ „๋ฌธ์„ฑEngine-Based Expertise
๐ŸŽ™๏ธ ๋‹ค๊ฐ๊ฐ ํ†ตํ•ฉMultimodal Fusion
๐Ÿงฌ 30K Synthetic QA30K Synthetic QA
๐Ÿš€ 12-Week MVP