Optimize yourself and your lineage to the edge of your genetic potential.

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22M+
SNPs
60+
Populations
100K
Years

Mirror AI · live demo

Statistical modeling only. Non-clinical.

The interface

A natural-language interface to the genome.

A voice avatar trained on a single genome. It answers spoken questions on ancestry, health risk, phenotype, pharmacology, and optimization, renders charts, globes, and family trees on the canvas as it explains, and retains context across sessions.

Voice · face capture · remembers every session
The action layer

Optimization of the living phenotype.

Biomarkers, wearables, supplements, sleep, cognition, hormones, and body composition are tracked and cross-referenced against the genome through the Deterministic Biological Knowledge Graph, which flags drug-gene conflicts before administration.

PGx safety gating · 7-level DBKG
HEART RATE64BPM↓ 4 vs yesterdaySLEEP SCORE827d avg 79STEPS8,427goal 10kOMEGA-3 INDEX9.4%optimalLOWOPTIMALHIGH
The collective

Vector similarity across consented genomes.

Members are matched on shared ancestry, haplogroups, and goals through 1536-dimensional embeddings. A candidate finder parses natural-language queries and generates an explanation for each match. Consent is two-tier: recommendations opt-out, AI search opt-in. Private messaging is built in.

Claude Opus 4.7 candidate finder · two-tier consent
you81%89%94%12,847 KINDRED IN RANGE
The forward layer

Polygenic modeling of offspring.

Two genomes are combined to project offspring traits through Mendelian inheritance and 6 independent polygenic score methods. Embryos are compared side by side. For supervised IVF, the Heritage program operates inside partner fertility clinics where law permits.

6 PRS methods · side-by-side embryos
GENOME×GENOMEOFFSPRING · PROJECTEDEYE COLOR72%brownLACTOSE TOLERANT88%HEIGHT+1.4cmμAPOE RISKLOW
The retrospective

Ancestry inference and lineage reconstruction.

An interactive 3D globe of genetic history. 60+ populations are resolved against peer-reviewed references, with migration arcs traced across 100,000 years. Y-DNA and mtDNA haplogroups are mapped to their deepest known roots, alongside historical figures on the same tree.

60+ populations · 100K years · Neanderthal measured
PaleoGlobe with ancestry sidebar
The bedrock
22M+variants

22 analyzers over the raw variants.

22 analytical modules under one tab bar. Health risk across 89 genes with penetrance. Phenotype prediction for eye, hair, and skin via HIrisPlex. Pharmacogenomic alerts including FDA Black Box warnings. Nutrigenomics, HLA typing, CNV detection, runs of homozygosity. Every SNP searchable, every variant explained.

22M+ variants · 89 genes · 10 FDA black-box alerts
VARIANT STREAMrs4988235LCTrs12913832HERC2rs671ALDH2rs3827760EDARrs11185098AMY1rs1426654SLC24A5rs429358APOErs7412APOErs4988235LCTrs12913832HERC2rs671ALDH2rs3827760EDARrs11185098AMY1rs1426654SLC24A5rs429358APOErs7412APOE
By the numbers
22M+
SNP reference database
60+
populations resolved
22
analyzers in production
6
polygenic risk methods
100K
years of migration
73
ancient genomes
Ancient DNA

Compare your DNA to the ancients we hold.

From Ötzi the Iceman and Tutankhamun to Cheddar Man, the Neanderthals of Vindija Cave, and the Denisovans of Siberia. Every profile carries real genomic data from peer-reviewed literature, and each one is placed on the same tree as you. Open Mirror with them and ask them anything.

Ötzi the Iceman — reconstruction
H. sapiens

Ötzi the Iceman

Copper Age

5,300 BPÖtztal Alps
Tutankhamun — reconstruction
H. sapiens

Tutankhamun

New Kingdom Egypt

3,330 BPValley of the Kings
Cheddar Man — reconstruction
H. sapiens

Cheddar Man

Mesolithic Britain

10,000 BPSomerset, England
Vindija Neanderthal — reconstruction
H. neanderthalensis

Vindija Neanderthal

Late Pleistocene

44,000 BPCroatia
Altai Neanderthal — reconstruction
H. neanderthalensis

Altai Neanderthal

Middle Pleistocene

122,000 BPSiberia
Denisova 3 — reconstruction
H. denisova

Denisova 3

Middle Pleistocene

76,000 BPDenisova Cave
Hybrid

Denny

Late Pleistocene

90,000 BPDenisova Cave
In progress

+ 66 more

Pharaohs · Vikings · Andeans · Romans

Akbari 2026 dataset (10K+) integrating
The methods

Built on peer-reviewed science.

Every inference Haeckel makes has a citation behind it, validated against the 1000 Genomes reference panel and the HGDP cohort before it reaches you.

MLE-EM + Spatial thinning + Bootstrap Wald
Ancestry inference (significance-gated)
PRS-CS · LDpred2 · Lassosum · SBayesR · C+T
Polygenic risk scoring (six methods)
S* statistic · ABBA-BABA D-stats · 4-state Viterbi HMM
Archaic introgression (Neanderthal · Denisovan)
HIrisPlex logistic regression
Phenotype prediction (eye · hair · skin · height)
pgvector 1536-d OpenAI embeddings
Networks · kinship · AI Candidate Finder
Recursive phylogenetic traversal · Bayesian confidence
Y-DNA + mtDNA haplogroup assignment (165 nodes)
CPIC star-allele calling
Pharmacogenomics (12 genes · 10 FDA Black Box)
KING-robust kinship · ROH detection
Relationship inference · consanguinity
Evo 2 DNA foundation model (in integration)
Variants of Uncertain Significance, first principles
Heritage · application only

Where the law allows, design the children who come after.

Polygenic embryo analysis through partner fertility clinics. Reviewed by licensed genetic counselors. Operated only inside supervised IVF cycles. By application only. Each request is reviewed individually.

We do not publish prices. We do not offer selection on traits the science does not support. We decline applicants whose intent falls outside what the biology justifies.

See the Heritage programInside a supervised IVF cycle. Always.
The invitation

All of this is live. Free to begin.

Upload your DNA. Compare yourself with the ancients we hold. Talk to Mirror about anything in your biology. The product evolves with the people who use it first.