PRODUCTS

AutoML Agent

Ask a question. Get a model. No code, no setup, no waiting.

AutoML performed SHAP analysis
  • EpicCypher
  • dana-farber
  • biobank
  • natera
  • regeneron
  • lily
  • biomarin
  • merck
  • our-future-health
  • nhs
  • gsk
  • emory-winship
  • ucla
  • chdi
  • st-jude
  • myriad-genetics
  • challenge-works
  • carigenetics
  • novartis
  • city-of-hope

Democratizing and automating
AI/ML in life sciences

Compare treatment arms, disease stages, or population subgroups to find the genes, mutations, or clinical variables that set them apart.

AutoML Agent™ ranks the top predictive features and explains them, accelerating biomarker discovery and translational research.

Example prompt: “Which genes best distinguish my 5-FU responders from non-responders?”

Build machine learning models through natural-language conversation to predict outcomes such as treatment response or disease progression, using baseline clinical and molecular characteristics like tumor stage, mutation status, or gene expression profiles.

Models are trained, evaluated, and tracked for you.

Example prompt: “Use my responder and non-responder cohorts to build a model that predicts response to the 5-FU treatment.”

Run statistics (like t-tests, chi-square tests) and survival analysis between cohorts to assess patient risk and identify factors driving progression or response.

Work directly with VCF and PLINK 2.0 genomic files to run basic statistical analyses alongside clinical variables, all from a simple prompt.

Example prompt: “Summarize the variants in my VCF file and compare them between my two cohorts.”

AutoML Capabilities

For engineers

  • Removes setup and tooling barriers with a preinstalled, scalable ML environment
  • Generates a notebook for every analysis to validate results use as a higher starting point
  • Shows an execution plan for your review before complex analysis

For researchers

  • Automates end-to-end ML workflows, from data prep to evaluation
  • Explores your data and builds preliminary models with multiple frameworks, no code needed
  • Runs statistical, survival, and basic genomic analyses from a simple prompt

For collaboration

  • Brings ML to your data without it leaving the DNAnexus platform
  • Creates reusable in each execution for future analyses
  • Lets you share full conversations and generated artifacts with your collaborators easily
“The best thing you can do with DNAnexus is give them a problem to solve.”
Jeffrey Reid, VP, Chief Data Officer | Regeneron Genetics Center
“Security is super important to us and the DNAnexus platform has an absolutely fantastic security model underneath.”
Mahesh Pancholi, Chief Information Officer | UK Biobank
"DNAnexus has made it easy for us to remove the costs and technical headaches associated with building a do-it-yourself alternative."
Jonathan Sheena, Co-Founder and CTO | Natera

Fresh Perspectives