pangenOS
pangenOS
YOUR DNA SPEAKS
WE TRANSLATE
YOUR DNA SPEAKS
WE TRANSLATE
A NEW WAY TO TALK TO YOUR BODY
A NEW WAY TO TALK
TO YOUR BODY
THE
FACTS
You own the manual to the most complex machine in the universe — yourself.
You just can’t read the language yet.
You own the manual to the most complex machine in the universe — yourself.
You just can’t read the language yet.
In 1952, Rosalind Franklin captured an image that changed biology forever
In 1952, Rosalind Franklin captured an image that changed biology forever
In 2026, next-generation sequencers can decode the entire human genome
In 2026, next-generation sequencers can decode the entire human genome
Human DNA contains more than 3 billion code letters
Human DNA contains more than 3 billion code letters
THE
HUMAN OS
Your body. Decoded. Powered by RAG AI + Whole Genome Sequencing.
pangenOS transforms genetic data into personal intelligence.
Your body. Decoded. Powered by RAG AI + Whole Genome Sequencing.
pangenOS transforms genetic data into personal intelligence.
HOW
IT WORKS
You share your DNA.
Or your whole genome.
We process over
100GB of biological datain a
secure computational sandbox.
You receive a personal AI system.Built around you.
It understands every
mutationand continuously
connects it with
global scientific research.
WHAT
AI UNDERSTANDS
Nutrition is no longer generic.
It becomes personal logic.
Training adapts to
your biology.
Not the average human.
From probabilities
to signals.
Medication compatibility
is decoded through your
metabolic
profile.
And risk is no longer
random —it follows
your timeline.
HOW
IT WORKS
You share your DNA.
Or your whole genome.
We process over
100GB of biological datain a
secure computational sandbox.
You receive a personal AI system.Built around you.
It understands every
mutationand continuously
connects it with
global scientific research.
WHAT
AI UNDERSTANDS
Nutrition is no longer generic.
It becomes personal logic.
Training adapts to
your biology.
Not the average human.
From probabilities
to signals.
Medication compatibility
is decoded through your
metabolic
profile.
And risk is no longer
random —it follows
your timeline.
WHY
NOW
2026 changed everything.Two massive breakthroughs created a $1T+ marketand unlocked an entirely new category.
2026 changed everything.Two massive breakthroughs created a $1T+ marketand unlocked an entirely new category.
$200
The cost of a full genomedropped from $1,000.
DNA is no longer elite science.
It’s becoming mass technology.
$200
The cost of a full genomedropped from $1,000.
DNA is no longer elite science.
It’s becoming mass technology.
Reasoning AI
For the first time,human biology can be understood at scale.
AI evolved from conversationto biological intelligence.
Reasoning AI
For the first time,human biology can be understood at scale.
AI evolved from conversationto biological intelligence.
The Gap
The Gap
The market exists. The tools exist. The bridge between biology and AI didn’t.
The market exists. The tools exist. The bridge between biology and AI didn’t.
WE BUILT IT.
WE BUILT IT.
THE
TECHNOLOGY
pangenOS Edge EngineOur proprietary engine that turns raw biological data into structured human intelligence.
pangenOS Edge EngineOur proprietary engine that turns raw biological data into structured human intelligence.
Secret Sauce
A three-layer architecture for security and performance.
Smart Transfer
100GB → 10GB.
No loss of biological meaning.
Semantic DNA Indexing
Search DNA like a system
not a dataset. From 3 billion letters to biological answers.
PQ3 SecurityPost-quantum protection by design.
Encryption that evolves every session.
Secret Sauce
A three-layer architecture for security and performance.
Smart Transfer
100GB → 10GB.
No loss of biological meaning.
Semantic DNA Indexing
Search DNA like a system
not a dataset. From 3 billion letters to biological answers.
PQ3
SecurityPost-quantum protection by design.
Encryption that evolves every session.
AI Cascade
20+ AI agents.Working as one system.
Parser
Interprets the question.
Retriever
Navigates the genome.
Verifier
Validates against scientific knowledge.
Synthesizer
Creates the final intelligence
layer.
AI Cascade
20+ AI agents.Working as one system.
Parser
Interprets the question.
Retriever
Navigates the genome.
Verifier
Validates against scientific knowledge.
Synthesizer
Creates the final intelligence
layer.
THE PRODUCT
IN ACTION
This is not static data.It’s a conversation with your body.
This is not static data.It’s a conversation with your body.
Friday night.
Steakhouse.
Friday night.
Steakhouse.
You:
Rare ribeye and a glass of red?
pangenOS AI:
Your PPARA profile processes saturated fat less efficiently. A ribeye tonight may feel like inflammation tomorrow. Filet mignon would be a better fit for your metabolism. One glass of Pinot Noir is well tolerated. A second may trigger a stronger ADH1B / ALDH2 response.
You:
Rare ribeye and a glass of red?
pangenOS AI:
Your PPARA profile processes saturated fat less efficiently. A ribeye tonight may feel like inflammation tomorrow. Filet mignon would be a better fit for your metabolism. One glass of Pinot Noir is well tolerated. A second may trigger a stronger ADH1B / ALDH2 response.
Evening.
Gym session.
Evening.
Gym session.
You:
Double espresso before leg day. It’s 7 PM.
pangenOS AI:
Not the best match for your biology. Your CYP1A2 profile metabolizes caffeine slowly. It could stay active for up to 12 hours and disrupt deep sleep recovery tonight. Citrulline would be a better pre-workout choice. Your COL1A1 profile is also less tolerant to heavy evening load. Tonight, your body would respond better to a higher-rep pump session.
You:
Double espresso before leg day. It’s 7 PM.
pangenOS AI:
Not the best match for your biology. Your CYP1A2 profile metabolizes caffeine slowly. It could stay active for up to 12 hours and disrupt deep sleep recovery tonight. Citrulline would be a better pre-workout choice. Your COL1A1 profile is also less tolerant to heavy evening load. Tonight, your body would respond better to a higher-rep pump session.
Doctor’s prescription. Headache.
Doctor’s prescription. Headache.
You:
Can I take ibuprofen for this headache?
pangenOS AI:
Not the safest option for your biology. Your CYP2C9 profile clears ibuprofen more slowly, which may significantly increase gastrointestinal risk. Paracetamol would be a better fit for your metabolic pathway. Same relief. Less risk.
You:
Can I take ibuprofen for this headache?
pangenOS AI:
Not the safest option for your biology. Your CYP2C9 profile clears ibuprofen more slowly, which may significantly increase gastrointestinal risk. Paracetamol would be a better fit for your metabolic pathway. Same relief. Less risk.
BUSINESS
MODEL
Hybrid MonetizationSaaS + transactions. Netflix for your body.
Hybrid MonetizationSaaS + transactions. Netflix for your body.
Product
Price
What You Get
Margin
Starter
Access
$99
Whole Genome upload, personal report, and 50 AI interactions
50%
Personal
Bio Lab
$899
DNA collection kit with NovaSeq sequencing included
40%
BioFlow
$50/mo
Unlimited Biohacker powered by Deep Think + PubMed RAG
LTV > $500
AI Credit
Pack
$15
100 additional AI interactions on demand
90%
Product
Price
What You Get
Margin
Starter
Access
$99
Whole Genome upload, personal report, and 50 AI interactions
50%
Personal
Bio Lab
$899
DNA collection kit with NovaSeq sequencing included
40%
BioFlow
$50/mo
Unlimited Biohacker powered by Deep Think + PubMed RAG
LTV > $500
AI Credit
Pack
$15
100 additional AI interactions on demand
90%
Unit Economics
One customer. Twelve months.
$50
CAC
Cost to acquire
one customer.$429
Revenue per Year
Built on access, subscription,
and AI usage.$50
AI Costs
Reduced through caching
and filtering.$379
Customer Contribution
Net profit
per customer.
Unit Economics
One customer. Twelve months.
$50
CAC
Cost to acquire
one customer.$429
Revenue per Year
Built on access, subscription,
and AI usage.$50
AI Costs
Reduced through caching
and filtering.$379
Customer Contribution
Net profit
per customer.
MARKET
We’re not competing.We’re colonizing a new market.Less than 0.1% of humanity has decoded their full genome.This is the internet era of 1995.
We’re not competing.We’re colonizing a new market.Less than 0.1% of humanity has decoded their full genome.This is the internet era of 1995.
The Genome
Era
U.S. under 0.1%
Europe / Israel under 5%
MENA / Asia under 1%
Market Forecast
McKinsey & Company / ARK Investestimate the
bio-revolution at $2–4 trillion by 2030–2040
DNA data will become as standard as medical records
Whoever builds the biological data layer first becomes the Google of biology
The
Genome
Era
U.S.
under 0.1%
Europe / Israel
under 5%
MENA / Asia
under 1%
Market
Forecast
McKinsey & Company / ARK Investestimate the
bio-revolution at $2–4 trillion by 2030–2040
DNA data will become as standard as medical records
Whoever builds the biological data layer first becomes the Google of biology
COMPLETITIVE
LANDSCAPE
A comparison of today’s approaches
A comparison of today’s approaches
Parameter
23andMe / Promethease
pangenOS
Format
Static PDF / HTML
Live chat (real-time dialogue)
Genomic Coverage
0.02% of the genome
(SNP chips)
99.9% genomic coverage
(full WGS)
Reasoning Model
Searchable database
(Ctrl+F logic)
Deep
reasoning AI
Integration Layer
Gene-level
only
Blood + Apple Watch + nutrition + supplements integration
User Experience
Anxiety-driven
interpretation
Clarity, action plan, calm understanding
Privacy
Third-party cloud storage
(e.g. MyHeritage)
PQ3 encryption, secure sandbox, zero-knowledge architecture
Parameter
23andMe / Promethease
pangenOS
Format
Static PDF / HTML
Live chat (real-time dialogue)
Genomic Coverage
0.02% of the genome
(SNP chips)
99.9% genomic coverage
(full WGS)
Reasoning Model
Searchable database
(Ctrl+F logic)
Deep
reasoning AI
Integration Layer
Gene-level
only
Blood + Apple Watch + nutrition + supplements integration
User Experience
Anxiety-driven
interpretation
Clarity, action plan, calm understanding
Privacy
Third-party cloud storage
(e.g. MyHeritage)
PQ3 encryption, secure sandbox, zero-knowledge architecture
GO-TO-MARKET
From Biohackers to a Billion Users
From Biohackers to a Billion Users
Phase 1: Elite (MVP)
Early adopters. High-intent users.
IT professionals, bodybuilders, biohackers Users with existing WGS data or high willingness to pay
CAC: $50Driven by targeted wellness communities
First 100 usersRapid feedback loop for product refinement
Phase 1: Elite (MVP)
Early adopters. High-intent users.
Tech Pros, athletes, biohackers Users with existing WGS data or high willingness to pay
CAC: $50Driven by targeted wellness communities
First 100 usersRapid feedback loop for product refinement
Regions
A regulated-first global rollout strategy.
Priority 1: Singapore
HQ, best-in-class regulatory environment
Priority 2: United States
Scale and venture ecosystem
Priority 3: Australia / Canada
Tier-1 expansion markets
Regions
A regulated-first global rollout strategy.
Priority 1: Singapore
HQ, best-in-class regulatory environment
Priority 2: United States
Scale and venture ecosystem
Priority 3: Australia / Canada
Tier-1 expansion markets
Phase 2: Scale (Seed)
Expansion through partners and infrastructure.
Partnerships with fitness networks and longevity clinics
Lab integrations with NovaSeq facilities across Tier-1 markets
Built-in virality: “Share your genetic advantage”Visual DNA storytelling designed for social platforms
Phase 2: Scale (Seed)
Expansion through partners and infrastructure.
Partnerships with fitness networks and longevity clinics
Lab integrations with NovaSeq facilities across Tier-1 markets
Built-in virality: “Share your genetic advantage”Visual DNA storytelling designed for social platforms
Roadmap
A staged rollout from product to platform.
Q3 2026
Desktop app (Mac / Windows) + AI chat for first 100 users
Q4 2026
Virtual Lab + integration with Bioniq
2027
Llama-BioHacker model + expansion into Tier-2 markets
Rollout
A staged rollout from product to platform.
Q3 2026
Desktop app (Mac / Windows) + AI chat for first 100 users
Q4 2026
Virtual Lab + integration with Bioniq
2027
Llama-BioHacker model + expansion into Tier-2 markets
INVESTMENT
THESIS
You are not investing in an AI startup.You are investing in a new biological infrastructure layer.
You are not investing in an AI startup.You are investing in a new biological infrastructure layer.
"Your genome is the most advanced technology you’ve ever been given.
Until now, it simply had no interface."
Oleg Ipatov
CEO pangenOS
"Your genome is the most advanced technology you’ve ever been given.
Until now, it simply had no interface."
Oleg Ipatov
CEO pangenOS