Proactive Vision Analysis

See the Future Clearly

Let's Assess AMD Risk Years Before Vision Loss

💡 Executive Summary

Age-related Macular Degeneration (AMD) is the #1 cause of vision impairment and severe vision loss among elderly people in the United States.

Our groundbreaking solution enables disease risk determination years before vision loss.

1
Family Doctor Visit
During routine checkup (age 40+)
2
Blood Analysis
Advanced biomarker detection
3
AI Processing
ML-powered risk assessment
4
Risk Assessment
Early Intervention and Monitoring Opportunity

Unique Value Proposition

The market's first blood test opportunity for AMD risk assessment before vision loss begins
Proprietary AI-powered algorithm
AMD Risk Assessment using blood samples in Primary Care
Medicare reimbursement opportunity under existing preventive care frameworks

Critical Investment Metrics

$42.3 Billion
Total Addressable Market
94-95%
Test Accuracy Rate
169 Million
Target Population (Americans 35+)

Market Opportunity: Inspired by the Exact Sciences model ($9.90 billion market value, $2.76 billion annual revenue), we are positioned to capture significant market share in the high-impact healthcare sector.

💡 Phase 1 Detailed Milestones

Phase 1: Validation and Regulatory Strategy Preparation

Phase 1 Key Milestones

C-Corp incorporation in Delaware
Stock allocation and vesting plan creation
Cap table preparation
Banking and accounting systems setup
Initial investment secured
Provisional patent applications for AMD algorithm
Analysis of 240 new blood samples from at least 3 centers (Asymptomatic early AMD, early AMD with vision symptoms, Dry AMD, Wet AMD)
Algorithm accuracy improvement using comprehensive training data
Laboratory partnership establishment and operationalization (Determination of whether FDA requires CLIA-certified laboratory for our studies and verification of existing laboratory certification status. Investigation of FDA consultation opportunities for regulatory guidance)

Regulatory Strategy Preparation

Investigation of FDA consultation opportunities for regulatory guidance
FDA pre-submission meeting execution (Q-Sub)
Regulatory strategy definition (510(k) vs. PMA pathway)
International regulatory requirements mapping (EU CE marking)

Proactive Vision Analysis

See the Future Clearly

Let's Assess AMD Risk Years Before Vision Loss

💡 Critical Problem

Current detection methods identify the disease only after irreversible damage has occurred, when treatment options are limited and costly.

20 Million
Americans with AMD diagnosis
200 Million
People affected globally

Disease Progression Stages

AMD progresses through four distinct stages: Early Stage (mild central vision changes), Intermediate Stage (increasing central vision loss), Advanced Dry AMD (significant central vision loss), and Advanced Wet AMD (severe central vision loss with rapid progression). Current screening methods detect the disease far too late in this progression.

Critical Challenge: Progressive and irreversible vision loss occurs over time. When vision problems become apparent, the damage is permanent and irreversible.

💡 Early Risk Assessment Opportunity

Chronic diseases develop silently over years before symptoms appear. This creates a critical window of opportunity for early intervention.

Navigate through the five interactive visualizations below to explore disease progression and early detection opportunities.

Proof-of-Concept Success

Breakthrough Results in Native Peptide Biomarker Discovery

Proof-of-Concept Success - Breakthrough Results

398 Biomarkers Discovered

Statistically significant potential biomarkers identified (p<0.05)

11 Top Biomarkers

High-confidence biomarkers with p<0.003 and Fold Changes >10

Technical Validation

Attomole sensitivity detection validates our technical approach

Scalability Proven

Results demonstrate feasibility for larger validation studies

Statistical Analysis & Power Analysis

Statistical Methods: Statistical analyses were performed using Python Version 3.12.4 with libraries (NumPy, SciPy, Pandas, and Matplotlib) and GraphPad Prism Software. The Shapiro-Wilk test was used to determine the distribution of continuous variables in each group. For comparing two groups, Welch's t-test was applied if both groups showed normal distributions, while the Mann-Whitney U test was used if at least one group had a non-normal distribution. To control for multiple comparisons, we applied the Benjamini-Hochberg procedure with a False Discovery Rate (FDR) of 1%.

Power Analysis & Sample Size Calculation: Based on our proof-of-concept study data, power analysis (Cohen's d effect size calculations) was performed. A sample size of 60 subjects per group will be needed to provide >90% power to detect significant differences between groups (alpha = 0.05). Groups are Age-matched Older Healthy Subjects, Early Dry AMD, Late Dry AMD, Wet AMD. For the full validation study, we plan to enroll 240 total samples to ensure robust statistical power across multiple biomarker comparisons.

Data Visualization: Volcano plots were generated using Matplotlib and Seaborn libraries, highlighting significantly regulated peptides (p < 0.05, |log2FoldChange| > 2). These visualizations demonstrate clear separation between biomarker expression levels in AMD patients versus healthy subjects, validating the diagnostic potential of our platform.

Healthy Phase (Ages 35-37)
Early Disease (Ages 38-39)
Intermediate Disease (Ages 40-42)
Late Disease (Ages 43-45)

Early Detection Window: This visualization demonstrates how diseases progress gradually over many years. Our blood-based risk assessment platform can detect biological changes during the early phase—years before traditional diagnostic methods identify symptoms—enabling timely intervention when treatment is most effective.

💡 Our Breakthrough Solution

The current standard of care is symptom-driven—people seek treatment only after vision loss occurs.

Our platform enables early risk assessment through a simple blood test during routine family doctor visits.

1
Family Doctor Visit
During routine checkup (age 40+)
2
Blood Analysis
Advanced biomarker detection
3
AI Processing
ML-powered risk assessment
4
Risk Assessment
Early Intervention and Monitoring Opportunity

Unique Value Proposition

The market's first blood test opportunity for AMD risk assessment before vision loss begins
Proprietary AI-powered algorithm
AMD Risk Assessment using blood samples in Primary Care
Medicare reimbursement opportunity under existing preventive care frameworks

💡 Proof-of-Concept Success

Our proof-of-concept study demonstrates breakthrough results in identifying native peptide biomarkers for wet AMD detection and risk assessment.

Proof-of-Concept Success - Breakthrough Results

398 Biomarkers Discovered

Statistically significant potential biomarkers identified (p<0.05)

11 Top Biomarkers

High-confidence biomarkers with p<0.003 and Fold Changes >10

Technical Validation

Attomole sensitivity detection validates our technical approach

Scalability Proven

Results demonstrate feasibility for larger validation studies

💡 Proven Business Model

Our business model is inspired by the highly successful Exact Sciences model, which achieved a $9.90 billion market value and $2.76 billion annual revenue through blood-based diagnostic tests.

Inspiration for Our Business Strategy

Exact Sciences Analysis - 2025 Growth Strategy

4M+ Tests
Tests Completed in 2024
$2.76B Revenue
2024 Total Revenue
$315M+ EBITDA
2024 Adjusted EBITDA
$9.90B Market Value
Company Market Value
💡

Understanding EBITDA Growth

$315M+ Adjusted EBITDA in 2024 represents earnings before interest, taxes, depreciation and amortization, adjusted for non-recurring items. 44% annual growth demonstrates strong operational performance and improved profitability compared to 2023.

📈
$22 Billion
Total US Healthcare System Savings

2024 Revenue Distribution

Healthcare Pre-Assessment Screening Tests
76%
Targeted Personalized Tests
24%
💡

2025 Product Portfolio: $58B Target Market Volume

Cologuard Plus™
$18B
Launch: Q2 2025 Start
Oncodetect™
$15B
Launch: Q2 2025
Cancerguard™
$25B
Launch: H2 2025

💡 US Insurance Reimbursement Pathway

In US, Medicare covers the cost of tests performed before disease onset. Our AMD risk assessment test can also be covered after necessary procedures.

Medicare Preventive Services Framework

Patient Cost
They pay no fees or minimal amounts - Insurance covers costs

Healthcare Assessment Tests Currently Covered by Medicare

❤️
Cardiovascular Disease
Annual behavioral therapy (similar risk assessment model)
🩸
Diabetes
Up to 2 screenings per year if at risk
🧬
Cancer Screening
Various blood-based and biomarker tests are covered
🛡️
Preventive Services
Comprehensive coverage for early detection programs

💡 Stakeholder Interest & Path to Market

🏛️
Government Interest

U.S. Department of Health & Human Services

Elijah P. Wood, MPP, PMP
Senior Health Insurance Specialist
Technical Advisor - AI Governance & Strategy Lead, CMS/CCIIO
• Leads AI initiatives for HHS
• Requested detailed presentation and follow-up discussion on our AI Risk Assessment Solution

✓ Regulatory pathway interest

🎓
Academic Interest

ARVO Conference
Association for Research in Vision and Ophthalmology

World's largest and most respected eye and vision research organization
NEI Leadership Engagement
In-Person and Zoom meetings with
Dr. Tony Gover, Ph.D.
National Eye Institute Program Director
Annual Presentations Since 2021

✓ Scientific community interest

🚀
Phase 3: Distribution Partnership

MARK CUBAN

Billionaire Entrepreneur
Shark Tank
Post-FDA Distribution Interest
"Once you get FDA approval, I'm happy to help you sell it"
— Mark Cuban, Direct Communication
240K+
Physicians
50M+
Reach
$2B+
Market Cap

✓ Commercial distribution interest

👨‍⚕️
Clinical Partners

Physicians Ready to Collaborate

Retinal Specialists & Family Physicians ready to analyze post-FDA & offering pre-FDA development collaboration
🎓
ACADEMIC & INDUSTRY INTEREST

AI Healthcare Conference at Stanford University

Conference supported by PHILIPS • Presented our results of Early risk identification of AMD using AI at this premier AI healthcare venue

💡 Market Opportunity Analysis

AMD
%1

Target market share within 5 years

%99

Remaining Market Share

Small slice. Big opportunity.

$42.3 Billion
Total Market Opportunity
169.1 Million
Target Population (Americans 35+)
4.5 Million
New Users Turning 35 Each Year
$250
Test Price

Market Calculation: 169.1 million target population × $250 test price = $42.3 billion total addressable market

💡 Financial Projections

Market Share Growth

Achieving approximately 1% market share by Year 5

Growth Projections

Revenue and Annual Test Volume

5-Year Revenue and Test Volume Growth

Conservative projections show steady growth from market launch to 1% market penetration, with revenue scaling to $400M+ by Year 5 after initial clinical launch.

Year Market Share Annual Tests Estimated Revenue
Year 1 %0.02 50,000 $12.5M
Year 2 %0.1 200,000 $50M
Year 3 %0.3 500,000 $125M
Year 4 %0.6 1,000,000 $250M
Year 5 %1.0 1,600,000 $400M

💡 FDA Regulatory Strategy and Timeline

Our comprehensive regulatory roadmap follows established FDA pathways for AI-based diagnostic devices, utilizing proven precedents and expert guidance to ensure efficient approval.

De Novo Classification Pathway - Optimal Route for Approval

Our AI-based blood test is suitable for the De Novo pathway as a novel technological approach without existing predicate devices. This moderate-risk innovation will establish new device classification standards under Class II designation with special controls.

Regulatory Precedent: IDx-DR (DEN180001), the first autonomous AI diagnostic system approved via De Novo pathway in 2018, established the regulatory framework for retinal diagnostic software devices under 21 CFR 886.1100 (Class II).

Applicable FDA Classifications and Regulatory Framework

Our device falls under multiple established FDA classifications and provides clear regulatory pathway:

FDA AI/ML Guidance Compliance

Our development follows the latest FDA guidance including "AI-Enabled Device Software Functions: Lifecycle Management" (January 2025) and "Good Machine Learning Practice for Medical Device Development" (October 2021), ensuring comprehensive oversight and future-ready regulatory compliance.

Regulatory Timeline Advantages: FDA De Novo review process provides 150-day timeline with performance goals established under MDUFA V. Small business fee reductions (50% for companies with ≤$100M revenue) and free CDRH statistical consultation minimize regulatory costs while ensuring compliance.

💡 Development Phases and Timeline

Our structured three-phase development approach aims to provide systematic progression from clinical validation to commercial launch.

Each phase will have clear milestones and regulatory checkpoints.

1

Phase 1: Pre-Clinical Validation and FDA Consultation (9 - 24 months)

  • FDA Q-Submission for De Novo pathway approval and statistical guidance
  • Sample collection and analysis for algorithm validation (minimum 240 samples)
  • Quality Management System implementation (ISO 13485:2016 compliance)
  • Clinical validation study design with CDRH statistical consultation
  • Analytical validation following FDA mass spectrometry guidance
2

Phase 2: Clinical Validation and Regulatory Submission (6-24 months)

  • Multi-center clinical studies at minimum 3 sites with 80% statistical power
  • De Novo classification request submission with special control recommendations
  • FDA review process (150-day timeline under MDUFA V performance goals)
  • Predetermined Change Control Plan (PCCP) development for algorithm updates
  • Post-market surveillance system establishment
3

Phase 3: Commercial Launch and Market Penetration (1 year)

  • CLIA laboratory certification and commercial partnerships
  • Medicare coverage determination application and private insurance negotiations
  • Healthcare provider training and market access programs
  • Real-world performance monitoring and algorithm optimization
  • Platform expansion to additional retinal diseases (glaucoma, diabetic retinopathy)

💡 Phase 1 Investment Requirements

AI Healthcare Innovation

Sample Analysis

Mass Spectrometry (n=240) $144,941
AMD Plasma Samples (n=180)
IRB Approved, Commercially Available by BioIVT LLC
$36,000
Age-matched Control Samples (n=60) $600
Quality Control Fee $50,000

Personnel

Principal Investigator Salary (2 Years) $160,000
Benefits (25%) $40,000
Scientific Consultation Fee $50,000

Equipment & Lab Space

Lab Space (24 months) $120,000
Data Storage System (Lab) $25,000
-80C Freezer $15,000
Lab Consumables $10,000

Regulatory Consultation & AI/ML Infrastructure

AWS Infrastructure & AI/ML Platform $160,302
Cloud Storage $10,000
Regulatory Consulting $125,000
Contingency $52,257
Final Investment Request: $1,000,000

Risk Mitigation: Investment is structured to meet FDA requirements including minimum 240 samples for statistical power, multi-center validation design, and expert regulatory consultation. Small business fee reductions (50%) and free FDA statistical consultation minimize regulatory costs.

💡 Development Pipeline

Our comprehensive development pipeline showcases multiple risk assessment platforms across various medical conditions, with AMD as our flagship product leading the way.

Multi-Platform Risk Assessment Portfolio

Transforming preventive healthcare across multiple therapeutic areas

Risk Assessment Platforms
Planning
Proof-of-Concept
Phase 1
Validation
Phase 2
FDA Approval
Phase 3
Launch

AMD Risk Assessment & Prediction

Blood-based early detection platform

Endometriosis Risk Analysis

Women's health diagnostic platform

Alzheimer's Risk Prediction

Neurological assessment tools

Autism Risk Assessment Tools

Developmental screening platform

Risk Assessment Focus Areas

AMD Risk Assessment
Endometriosis Risk Analysis
Alzheimer's Risk Prediction
Autism Risk Assessment

Platform Strategy & Scalability

🚀
Lead Product: AMD Risk Assessment drives initial market entry and validation
🔬
Technology Foundation: Blood-based biomarker analysis platform expandable across conditions
📈
Sequential Expansion: Systematic rollout to additional therapeutic areas after AMD success
💡
Market Validation: Each platform leverages proven regulatory and reimbursement pathways
🎯
Revenue Diversification: Multiple revenue streams reduce market risk and maximize growth potential

Strategic Advantage: Our development pipeline positions A1 Diagnosis as a comprehensive platform company rather than a single-product venture. This multi-platform approach provides significant competitive advantages, diversified revenue streams, and enhanced investor value proposition.

💡 Our Founders and Potential Advisors

Our experienced leadership team combines deep scientific expertise with proven entrepreneurial success in health innovation.

Team and Advisors

Dr. Mustafa Ozgul

Dr. Mustafa Ozgul

Founder & CEO
UC Irvine AMD Researcher
6 years experience

Dr. Murat Baday

Dr. Murat Baday

Co-Founder
Stanford & Synapses Ventures
$6.1M Series A Success

Daniel Chatelain

Daniel Chatelain

Strategic Business Advisor
BayPay Forum Foundersu
20+ years Fintech Experience

Prof. Prashanth Asuri

Prof. Prashanth Asuri

Health Innovation Advisor
Santa Clara University
Ex-Genentech Coach

Prof. Ramasamy Paulmurugan

Prof. Ramasamy Paulmurugan

Scientific Advisor
Stanford University Professor
$10M+ NIH Funding + 203+ Publications

Danny Seth

Danny Seth

Neurology Diagnostics Expert
Redwood Bio CEO (Alzheimer Blood Test)
Harvard MBA + MIT + $5M Funding

Dr. Chirag Patel

Dr. Chirag Patel

Neuro-Oncology Specialist
MD Anderson Cancer Center
MD, PhD

Prof. Emre Araci

Prof. Emre Araci

Technology Advisor
Santa Clara University
Smartlens Inc. Co-Founder

Team Expertise Areas

🧬
Medical Research: AMD biomarker development, mass spectrometry, proteomics, molecular imaging
🔬
Stanford Research: Early disease detection, ultrasound molecular imaging, clinical translation
🚀
Startup Successes: $6.1M Series A + $84M Series D + $5M Grant funding, technology commercialization
🧠
Neurology Expertise: Alzheimer blood test, neurodegenerative disease diagnostic technologies
🧠
Clinical Neuro-Oncology: MD Anderson experience, brain tumor treatment, TTFields technology
💰
Fintech Experience: Payment systems, Medicare reimbursement strategies
🏥
Health Innovation: FDA processes, bioengineering, 3D bioprinting
🤖
AI & ML: 5,000+ molecule analysis, machine learning algorithms
Technology Innovation: Continuous health monitoring devices, Smartlens technology, bioengineering
📊
Mentor Network: 500 Startups, Plug and Play, 10,000+ professional network

Team Strength Metrics

108+ Years
Combined Experience
$115M+
Proven Funding
250+
Scientific Publications

Competitive Advantage: Our team offers a unique combination in medical research, technology commercialization, fintech experience and health innovation. With proven startup successes and strong industry connections, we have an ideal team structure to bring the AMD risk analysis platform to market.

💡 Competitive Landscape

Comprehensive analysis of the AMD diagnostics market reveals a unique opportunity: while 8 well-funded AI imaging companies are targeting AMD detection, there are zero competitors in blood-based early risk assessment.

0
Blood-Based Competitors
3
Direct AI Imaging Competitors
$177M
Direct Competitor Funding

Complete Competitive Vacuum in Blood-Based Diagnostics

After extensive competitive research, no startups founded after 2015 are developing blood-based AMD risk assessment tests. While academic research has identified promising biomarkers from Mass Eye and Ear, Cleveland Clinic, and multiple institutions, none have been commercialized. This represents a massive white space opportunity.

💡 Investment Rationale

Investment Opportunity: This investment opportunity represents the convergence of significant unmet medical need, proven technology platform, experienced leadership, and clear regulatory and reimbursement pathways.

Why Now?

🚀
Market First: First mover advantage for blood-based AMD test
📊
Proven Model: Validated by Exact Sciences success
💡
Clear Regulatory Pathway: Established FDA approval process with Medicare reimbursement precedent
👥
Experienced Leadership: Team with proven success track record in diagnostics and health entrepreneurship
🔬
Scalable Technology: Expandable platform to glaucoma, diabetic retinopathy and other retinal diseases
💎
Large Market: $42.3 billion opportunity

Critical Investment Metrics

$42.3 Billion
Total Addressable Market
94-95%
Test Accuracy Rate
169 Million
Target Population

Investment Advantages

🏆
Market First
First mover advantage for blood-based AMD test
💰
Proven Model
Validated by Exact Sciences success
📋
Clear Regulatory
FDA approval pathway and Medicare reimbursement
📈
Large Market
$42.3 billion opportunity

💡 Sample AMD Risk Assessment Report

Below you can see an example of blood analysis results related to eye disease.

Proactive Vision Analysis

Early Risk Analysis Platform with Next-Generation Algorithms

Analysis Result

99.3%
High Risk
Patient Name
Sarah Wilson Thompson
Patient Number
#7-8345-8921-489
Sample Collection
January 18, 2025
Analysis Date
January 20, 2025

Risk Analysis Based on Previous Results

25%
35%
45%
60%
65%
99.3%
Jan
2020
Feb
2021
Mar
2022
Apr
2023
May
2024
Jan
2025
Low Risk
(<33%)
Medium Risk
(33-66%)
High Risk
(>66%)
© 2025 Proactive Vision Analysis Platform • Company name will be determined with investors and board of directors

Demo Explanation: This demo screen shows the user interface of our AMD risk assessment platform that will be applied to real patients. After blood analysis results are processed by the AI algorithm, patients and doctors will receive this type of clear risk assessment.

📋 Appendix - Exact Sciences Analysis

Comprehensive analysis of Exact Sciences Corporation, a proven diagnostic company following the business model we aim to emulate for AMD risk assessment.

Investment Opportunity

Let's Build the Future of Healthcare Together

Dr. Mustafa Ozgul

Email

ozgul@a1diagnosis.com

Phone

951-809-6022

LinkedIn

Mustafa Ozgul

See the Future Clearly

Let's Assess AMD Risk Years Before Vision Loss