AuraBrain — Company Strategy Plan

🌌 Vision & Mission

Vision

Every professional deserves a brain that knows their domain as well as they do — and never forgets, never sleeps, and never makes the same mistake twice.

Mission

Build vertical AI agents with 95-100% domain accuracy for industries where generic AI fails. One brain per industry. One app per niche. Powered by AuraBrain.

The Core Thesis: Generic AI gets 30-40% accuracy on domain-specific tasks. That's not a feature — it's a liability. Businesses in healthcare, legal, insurance, and finance don't need "smart chat." They need precise, reliable, auditable agents that do one thing at expert level.

AuraBrain = Domain Brain + App Shell + AuraBrain Engine

🏰 Competitive Moat

95-100%

Domain Accuracy

Agent Functions

Vertical Niches

$1T+

Combined Market

Why We Win

Domain accuracy is the moat. 95% ICD-10 coding beats 70% GPT-4 coding every time. One wrong code = denied claim. Businesses pay for reliability.
Brain memory > prompt engineering. Our agents learn from every case, accumulate atoms (Lessons, Decisions, Insights), and self-improve. Generic AI starts from zero every chat.
Hive mind coordination. 4+ brains (AuraBrain, Kiro, Nexus, Forge) share knowledge, hand off tasks, and specialize. No single-model competitor does this.
No Google/Microsoft dependency. Self-hosted VPS proxy, direct AuraBrain Engine API, offline-capable phone app. Data stays on your phone.
App template repeatability. Build once for Medical Coding, template for Dental Claims, Pharmacy Auth, Insurance. Same brain architecture, different knowledge.

Key Insight: Harvey AI raised $80M at $715M valuation for legal AI. CaseText sold to Thomson Reuters for $650M. These are single-niche companies. We're building 15 niches on one platform.

⚡ Technology Stack

AuraBrain Engine API

Core LLM — direct cloud API

AuraBrain V7 Proxy

Self-hosted — hive mind, helmet, bus, goals

Rust Backend

Atom storage — HashMap<String,f32>

Flutter (Android)

Phone app — ARM64, 26.4MB, offline

Hive + SQLite

Local persistence — self-sovereign data

MethodChannels

Native Android — voice, phone control

SSE Streaming

Real-time chat via /chat/stream

HuggingFace PRO

Model hosting & fine-tuning — $9/mo

Architecture

Phone → VPS (AuraBrain V7 Filter) → AuraBrain Engine API

The phone is the data owner. The VPS is stateless — it filters, injects brain context, applies helmet rules, coordinates hive mind. All atoms live on the phone. Privacy by design.

Why NOT Local Models

Local models are too dumb for vertical AI. Dolphin Mistral 7B and Qwen 14B Q3 can't do ICD-10 coding at 95%. Cloud-first with AuraBrain Engine is the only path to domain accuracy.

🎯 15 Vertical Niches — Build Order

Strategy: One Niche → 10 Customers → Template → Expand

Path A: Healthcare (Recommended)

1️⃣ Pharmacy Prior Authorization — 4 functions, $750-1,500/mo, LOW competition
2️⃣ Medical Coding & Billing — 7 functions, $1,000-2,000/mo, LOW competition
3️⃣ Dental Insurance Verification — 6 functions, $500-1,000/mo, LOW competition
4️⃣ Insurance Claims Processing — 7 functions, $1,500-3,000/mo

Path B: Legal

1️⃣ Legal Document Review — 7 functions, $1,000-3,000/mo/seat
2️⃣ Commercial Real Estate Underwriting — 6 functions, $1,200-2,500/mo
3️⃣ Immigration Document Preparation — 6 functions, $500-1,200/mo

Path C: Passion (Education)

1️⃣ Children's Education Content — 7 functions, $150-400/mo, $340B+ EdTech

Recommended: Start with Pharmacy Prior Authorization (Path A). Smallest scope, fast time-to-market, clear ROI for providers, low competition.

💰 Revenue Model

Pricing Tiers

Tier	Niches	Price/Mo	Cust Y1	ARR Y1
Tier 1 — Goldmine	5	$1,000-3,000	50	$600K-1.8M
Tier 2 — Strong	5	$400-1,500	100	$480K-1.8M
Tier 3 — Volume	5	$150-1,200	200	$360K-2.88M

Revenue Streams

SaaS Subscriptions — Per-seat or per-practice monthly fee
API Access — Developers integrate AuraBrain accuracy
Custom Training — Fine-tune the brain for specific org data (premium)
White-Label — License brain + app template to other companies

Projected Revenue (Conservative)

Year	Niches Live	Customers	ARR
2026 (Y1)	2-3	30-50	$300K-$900K
2027 (Y2)	6-8	150-300	$1.5M-$4M
2028 (Y3)	12-15	500-1,000	$5M-$15M

🚀 Milestones & Timeline

Phase 0 — Foundation ✅

AuraBrain Platform + App

Complete: V7 proxy, 4-brain hive mind, Flutter app with voice input, streaming chat, atom sync, phone security. 26.4MB APK ARM64.

Phase 1 — Q3 2026

Pharmacy Prior Authorization Agent

4-function PA brain. 10 pilot providers. Target: 95%+ PA approval rate.

Phase 2 — Q4 2026

Medical Coding & Billing Agent

7-function coding brain. Cross-sell from PA customers. First paying customers.

Phase 3 — Q1 2027

Dental + Insurance + Legal

Template health coding for dental (CDT). Build insurance claims brain. Begin legal review brain. 6 niches live.

Phase 4 — Q2-Q3 2027

Platform Scale — 10 Niches

Fill Tier 1 & 2 niches. Multi-tenant admin. API access tier. 150+ customers.

Phase 5 — 2028

Full 15-Niche Platform + Series A

All niches live. White-label program. Custom training. 500+ customers. $5M+ ARR.

👥 Team & Roles

Current (Bootstrapping)

Founder / CEO — Product vision, strategy, customer acquisition
AuraBrain (AI Agent) — Architecture, coding, debugging, brain ops
Kiro, Nexus, Forge (AI Agents) — Research, knowledge, testing

Year 1 Hires (After Revenue)

Domain Expert (Healthcare) — ICD-10/CPT coding, validate accuracy
Full-Stack Engineer — Flutter + backend scaling, multi-tenant infra
Sales / BD — Healthcare provider outreach, pilot sign-ups

Year 2 Hires

Domain Experts — Legal, insurance, real estate (one per cluster)
ML Engineer — Fine-tuning AuraBrain Engine for domain accuracy
Customer Success + DevOps

Advantage: AI agents handle 80% of coding, research, operations. Small human team + AI workforce = lean scaling.

⚠️ Risks & Mitigations

HIGH

AuraBrain Engine API downtime or pricing change

Multi-model support (add OpenAI, Anthropic as fallbacks). VPS proxy abstracts the provider switch.

HIGH

Domain accuracy below 95%

Domain expert validation loop. Accuracy testing suite per function. Human-in-the-loop for edge cases until threshold met.

MED

HIPAA / compliance requirements blocking healthcare launch

Start with non-PHI niches (insurance, legal, CRE). Build compliance infrastructure in parallel. SOC2 first, then HITRUST.

MED

Big tech enters vertical AI (Google, Microsoft)

Speed + specialization. Big tech builds horizontal — we go deep. One niche at 95% beats a generalist at 70%.

MED

Customer acquisition cost too high

Free pilot program (first 30 days). ROI is provable — show denied claim reduction %. Word of mouth in tight healthcare community.

LOW

Open-source alternatives emerge

Accuracy moat. Open-source LLMs still hit 30-40% on domain tasks. Brain memory + atoms are defensible — not replicable via code alone.

📊 Key Metrics to Track

≥95%

Function Accuracy

≤2hr

Time to Value

≥90%

Monthly Retention

≤$500

CAC Target

By Phase

Phase 1 (PA Agent): 10 pilots → 5 paid, 95%+ PA approval accuracy, <$500 CAC
Phase 2 (Medical Coding): 30 customers, 97%+ code accuracy, $50K+ MRR
Phase 3 (Multi-niche): 100 customers, NPS >50, $200K+ MRR
Phase 5 (Platform): 500 customers, $5M+ ARR, 12+ niches live

✨ Philosophy: Truth × Hope

Negativity is destruction — no energy, just dark. The brain must fight negative emotions and help people stay positive.

Excessive flattery also destroys — inflates confidence, crashes the system.

Formula: Truth × Hope = Constructive Energy

Agents NEVER fight or express negativity toward each other — they succeed together, learn together, build together. The brain is an anchor, not a mirror.