From my diagnosis to a tool for others

One tumor report answers a handful of questions. Your sequencing data can answer more.

We run your tumor's DNA, RNA, and immune data through the same open-source tools cancer labs use, then write it up in one report your oncologist can actually read. Named tools, cited findings, plain English.

Complete records Cited evidence Doctor in the loop

Most useful for a second opinion, or a rare or complicated case where the standard report ran out of answers.

From $99. Read the full sample report free before you pay · most reports ready in a few days.

Secure upload and checkout.

Educational & research tool — not medical advice. Review findings with your oncologist.

Drivers

What may be driving it

The specific mutations, copy-number changes, fusions, and expression, ranked by how strong the evidence is.

Drivers

Strong findings kept separate from uncertain signals, so nothing gets overstated.

Vulnerabilities

Treatment leads worth exploring

Drug, immune, and pathway hypotheses matched to your tumor, each flagged as promising or shaky.

Vulnerabilities

Weak, risky, or off-label directions flagged as clearly as the promising ones.

Next questions

What to ask your doctor

Scattered data turned into the questions worth raising next visit.

Next questions

Built to support a second opinion — never to replace one.

Why I built this

I built this because my own report wasn't telling me everything.

Personal experience
Portrait of Arun Verma
Arun Verma · Founder · cancer patient
My cancer overexpresses DLL3. That's immunosuppressive, but it also gives you something to aim at. Finding it stopped me trusting the report as the last word. I took what I found to my oncologists and asked what else we should be looking at. I didn't act on any of it alone.

Built for that moment, by someone who needed it himself. One person's experience; not a promise of findings for anyone.

How it works

Three steps. You upload; we run the rest.

  1. 1

    Upload what you have

    Sequencing, genomics reports, labs, pathology — no bioinformatics needed.

  2. 2

    The pipeline runs

    Your DNA, RNA, and immune signals are analyzed; AI summarizes the results.

  3. 3

    Walk in prepared

    One report your oncologist can read fast, with the solid findings kept separate from the shaky ones.

See it first

Read a real report before you spend anything.

A real report from the founder's own cancer data. Open it before you pay — yours reads differently, but the structure is the same.

Real patient example
What's inside
  • Drivers
  • Tumor microenvironment
  • Biomarkers TMB · MSI · HLA
  • Treatment landscape
  • Immune & vaccine signals
  • Research-stage ideas
  • Doctor-ready summary
Read the full report ↗
Live preview · a real report Open full ↗
Under the hood

This isn't a chatbot reading your PDF. It's a genomics pipeline.

Your files run through the open-source tools cancer labs use, aligned to GRCh38: Mutect2, VEP, STAR, MHCflurry, DepMap and more. Then AI weighs what came out and writes it up in plain English, with a source behind every claim.

Documented pipeline
InputsDNA · RNA · immune
Variant calling
Mutect2MuSEVEP
Expression & fusions
STARSalmonArriba
Copy number
PureCNFACETS
Immune & neoantigens
OptiTypeMHCflurry
Drugs & dependencies
DepMaptrials
AI synthesis
evidence-weightedcited
Outputone cited report
What to upload

Start with whatever you have.

More data means a deeper analysis — but you don't need to understand the formats. Most hospitals release your files on request.

  1. Best starting point

    Tumor sequencing report

    A cancer genomics report from your hospital or testing company.

  2. Goes deeper

    Raw sequencing or variant files

    VCF · BAM · CRAM · FASTQ plus matched normal data, which enables germline findings.

  3. Helpful context

    Pathology, RNA, labs & notes

    Anything describing the diagnosis, tissue, markers, or treatments.

We don't sell your genome or train AI on it.

It's encrypted in transit and at rest, analyzed only in our own pipeline, and you can delete it permanently whenever you want.

Read the privacy policy →
Pricing

Three tiers. Pay once.

One-time fee, no subscription. Most reports are ready within a few days. Read the full sample report before you pay.

Report $99

Analysis from your existing genomics report.

  • Drivers, biomarkers & treatment landscape
  • Doctor-ready summary & questions
  • For a summary report, not raw sequencing files
Start ↗
Full + consult $599

Everything in Full, plus a 1:1 walkthrough of your report.

  • Everything in Full analysis
  • A 1:1 session to understand your report
  • Help preparing questions (educational, not medical advice)
Start ↗

Read the full sample report free before you decide. One-time fee, no subscription; full refund if we can't process your files.

Checkout and upload happen on our secure analysis portal.

Not sure it fits your case? Email me before you upload.

Questions

Before you upload.

Is this medical advice?

No — an educational and research tool, not a medical device, diagnosis, or treatment plan. Review every finding with your oncology team before acting.

Is this just ChatGPT in a wrapper?

No. Your files run through a real genomics pipeline built on the open tools cancer labs use: Mutect2, MuSE, VEP, STAR, MHCflurry, DepMap. Mutations only count when two separate callers agree on them. AI comes in at the end to weigh the results and write them up, and every claim points back to its source.

Where does my genomic data go?

It's analyzed in our own pipeline — not handed to a third party to do the genomics. Never sold, shared, or used to train AI, and you can delete it permanently at any time.

Could it reveal inherited (germline) risk?

If you include matched normal-tissue data, it can surface inherited (germline) signals that may affect blood relatives — and rarely, unexpected family relationships. It isn't designed to diagnose inherited conditions; confirm any inherited finding with a genetic counselor.

What do I need to upload?

Existing tumor sequencing — ideally with matched normal data — plus any lab or pathology reports. It analyzes data you already have; it doesn't generate new sequencing.

How long does it take?

The pipeline runs automatically once your files are uploaded. Most reports are ready within a few days; we email you when yours is done.

What if it doesn't find much?

Some cases carry fewer signals. The report still organizes what's there and flags the gaps — no finding is ever guaranteed, and that honesty is the point.

What about refunds?

Full refund if your files can't be processed. Once a report is generated the fee is non-refundable, since the analysis has run — which is why the complete sample is here to read first.

Private analysis

What your last report left out may already be in the raw data.

Read the free sample, then run it on your own files.

Please read

Triangle Health is an educational and research tool — not a medical device, a diagnosis, or a substitute for professional medical advice, and not FDA-cleared. Always review any finding, treatment idea, or research-stage suggestion with your oncology team before acting.

Part 3 of 4 · The tool

The product came out of the story. The final chapter is a conversation.

Write if the experience, the data, or the tool overlaps with something you are trying to understand.

Previous chapter Cancer Deep Dive The biology behind the tool Next chapter Contact Arun Continue the conversation
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