Our Mission What We Collect Privacy Model Lab Partners Contact Partner With Us
Building the World's Precision Health AI

Training AI on the World's
Largest Zero-Identity
Genomic & RNA Dataset

PalindromeLab collects tokenized DNA and RNA sequencing data at scale β€” no patient names, no identifiers, no HIPAA complexity. Every profile we gather trains a more precise, more complete AI understanding of human biology. We partner with CLIA-certified sequencing labs to make it happen.

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Genomic Profiles
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RNA Transcripts
18,000+
Markers Per Profile
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Partner Labs

The AI that understands your exact biology doesn't exist yet. We're building it.

Precision medicine has been limited by one problem: the data needed to train truly precise AI has always been locked behind patient privacy walls. You can't build a comprehensive biological intelligence on anonymized population averages.

PalindromeLab solves this with cryptographic token architecture. We collect rich genomic and RNA sequencing data β€” DNA variants, gene expression profiles, exosome markers, ribosome activity β€” paired only to mathematical tokens, not to any person. The patient holds the connection. We receive only the science.

Every tokenized profile we gather teaches our AI β€” Hypatia β€” to understand human biology at a resolution that has never been possible before. We are building the dataset that makes truly personalized medicine real.

DNA
Whole genome & targeted panel sequencing β€” 18,000+ gene variants per profile
RNA
Transcriptome, exosome, and ribosome profiling β€” real-time cellular intelligence
0
Patient identifiers ever stored in our systems
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Training data precision β€” grows with every profile collected

Four sequencing modalities. One AI.

We collect across the full spectrum of genomic science β€” from static DNA variants to real-time RNA expression β€” building a multi-dimensional biological intelligence that no single data type could support alone.

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Genomic DNA

Whole Genome & Targeted Panels

The static blueprint β€” single nucleotide variants, copy number variations, structural variants, and allelic configurations across 18,000+ clinically relevant markers. WGS, WES, and targeted gene panels all accepted.

WGS 30x WES Targeted Panel SNVs CNVs MTHFRΒ·APOEΒ·BRCA
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RNA Transcriptomics

Gene Expression & Whole Transcriptome

The living layer β€” which genes are actually being expressed, at what level, and in response to what signals. Whole-transcriptome RNA-seq captures the full expression landscape, revealing how the genome is being used in real time.

RNA-seq Long-read scRNA-seq DEGs Isoforms Splicing
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Exosome Sequencing

Cell-Free RNA & Exosomal miRNA

Exosomes carry biological messages between cells β€” small RNAs, miRNAs, and proteins that reveal systemic cellular communication. Liquid biopsy exosome sequencing gives us a real-time window into cellular signaling without any tissue sampling.

miRNA cfRNA Exosomal lncRNA Liquid biopsy EV cargo
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Ribosome Profiling

mTOR Pathway & Protein Synthesis Activity

Ribosome profiling (Ribo-seq) measures which mRNAs are actively being translated into proteins, when, and at what efficiency. This captures the mTOR pathway, protein synthesis rates, and translational regulation β€” the engine that converts genetic potential into cellular reality.

Ribo-seq mTOR RPL/RPS Translation efficiency TE ratios

The data that trains our AI contains zero human identities.

This isn't a privacy policy layered on top of an unsafe system. It's a fundamental architectural decision: genomic and RNA data lives in a completely separate system from patient identity. They are connected only by a cryptographic token β€” a mathematical key held exclusively by the individual.

PalindromeLab receives sequencing data paired to tokens. We cannot reverse the token to a name. Even if compelled, even if breached β€” there is no name to produce. The genomic intelligence we collect and train on is permanently de-linked from any individual human being.

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    SHA-256 Cryptographic Tokens
    One-way hash derived from a combination only the patient controls. We only ever receive the output β€” never the input.
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    Separated Identity & Data Systems
    Patient identity lives in one system. Genomic + RNA data in another. The token is the only bridge β€” and only the patient holds it.
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    No HIPAA Exposure for Labs
    Labs handle a token, not a patient. No BAA required. No PHI ever crosses our network or theirs.
πŸ“„ What PalindromeLab Receives From Labs
token_ida3f8c2e1d94b7f06
2e5a9c3b1d8f4e07
sequence_typeRNA-seq + WGS
dna_variants18,247 markers
rna_transcripts42,819 detected
exosome_mirna384 species
lab_idLAB-2847-CLIA
patient_nameNOT STORED
date_of_birthNOT STORED
ssn / mrnNOT STORED
any identifierNOT STORED
The token is held by the patient. PalindromeLab's AI trains on the biological data. No identity lookup is possible β€” by design, by architecture, permanently.

Labs contribute the sequencing. We handle everything else.

We don't ask you to change your workflow. You receive a kit with a token ID, sequence it with your existing CLIA-certified process, and return the data to the token. That's the entire engagement.

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Your Standard Workflow

Receive a collection kit labeled with a token ID only. Run your existing sequencing protocols β€” WGS, WES, RNA-seq, exosome, Ribo-seq. Return variant and expression data via our secure API.

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Zero Compliance Overhead

No BAA required. No PHI ever handled. Your lab's CLIA accreditation applies exactly as normal. Our legal team has reviewed this architecture β€” the answer is consistently: you're just sequencing samples, not handling patient data.

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Per-Sample Revenue

Net-30 per-sample payment for every result delivered. Volume tiers unlock higher rates automatically. No renegotiation required as your contribution scales.

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Multi-Modal Welcome

We accept all sequencing modalities: WGS, WES, targeted panels, bulk RNA-seq, single-cell RNA-seq, long-read RNA, exosome profiling, and ribosome profiling. The more modalities your lab supports, the more valuable your contribution.

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US & International

CLIA certification is our primary requirement for US labs. International equivalents (ISO 15189, CAP-equivalent accreditation) are accepted. We have partnerships with labs across North America, Europe, and Southeast Asia.

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Science That Matters

The data your lab contributes directly trains AI that will eventually guide personalized health decisions for millions of people. This isn't routine processing β€” it's foundational science.

Start small. Scale as your capacity grows.

No volume commitment to begin. Our agreements expand with you automatically.

Research Partner
Validate the workflow with a small initial batch
25–150 samples
One-time pilot agreement Β· any modality
  • Dedicated onboarding contact
  • Secure token API + documentation
  • Any sequencing modality accepted
  • Net-30 per-sample payment
  • Pilot rate available
Apply for Pilot
Core Lab
High-volume sequencing centers and reference labs
2,000+ / month
Custom agreement Β· dedicated account team
  • Highest per-sample rates
  • Dedicated account manager
  • Custom SLA and turnaround terms
  • Direct API integration
  • Joint QC review process
  • Co-authorship opportunities on AI research publications
Contact Us

Ready to contribute to precision health AI?

Tell us about your lab and sequencing capabilities. We respond within one business day.

We respond within 1 business day. [email protected]