AI models and systems for data-driven scientific discovery.

Models trained on real multi-omic experiments, not just language. Use ours, or build your own.

Heureka Bench Dashboard

Trusted by researchers at

Duke University
Duke-NUS
ASTAR
Genflow Biosciences
MITOS
Duke University
Duke-NUS
ASTAR
Genflow Biosciences
MITOS
Archimedes v4 — multi-omics state model

All of biology, in one space

Archimedes learns the structure of human biology from real experiments — not text — and places any sample into a single, batch-free space. Data from different platforms, labs, and studies finally becomes directly comparable.

Data-first

Learns from real experiments, not text

Batch-free

One platform-invariant biological space

Any sample

Place and compare in seconds

Yours to extend

Fine-tune on your private data

What you can ask it — live in Heureka Bench

Stratify any sample

Place an expression profile in biological space and read its likely tissue, disease, and nearest cohort.

Flag mislabels and novel states

Catch when a sample doesn’t match its claimed label — quality control, or the first sign of something new.

Find synthetic-lethal partners

Surface a gene’s most likely synthetic-lethal candidates to guide target and combination strategy.

Link drugs and targets

Find drugs whose response tracks a gene — or candidate targets and response biomarkers for a drug.

Bridge patients to models

Route a tumor or patient sample to its most similar reference cell lines for follow-up experiments.

Context-specific co-expression

A gene’s co-expressed partners within a given tissue or disease — flagged when the link is novel.

Live in Heureka Bench

Ask in plain language inside ARC. Archimedes runs as a set of tools and returns structured, sourced answers — every result tagged with its confidence and caveats.

Train your own

Fine-tune Archimedes on your lab’s data, or build a fully custom model. Your proprietary data stays private while benefiting from our corpus and training infrastructure. Your model, your data, your discoveries.

All your research, one place

  • Organize experiments, datasets, and analyses by research question
  • Local and cloud storage with workspaces
  • Agentic search across all your data and projects

Curate your paper library

  • Import by DOI — metadata and abstract auto-extracted
  • Read and annotate PDFs inline
  • AI summaries, methods extraction, and linking to your projects

See how your ideas connect

  • Notes with bidirectional links
  • Visual knowledge graph across your research
  • AI digests surface patterns and connect ideas you might miss

Track everything in your lab

  • Reagents, consumables, and equipment in one view
  • Automated low stock alerts before you run out
  • Less time on inventory, more time at the bench

Cloud compute, from your desktop

  • Run heavy analyses without leaving Bench
  • Select data and define the job
  • Results sync back to your project

Get your sequencing data, ready to analyze

  • Transfer data from FTP/SFTP servers directly to Heureka Cloud
  • Auto-detect FASTQ samples — supports 10x Illumina, SRA, and generic naming
  • Run scRNA-seq or metagenomics pipelines, results delivered to your project

Scheduled tasks that run themselves

  • Define what to analyze — ARC handles the rest
  • Literature scans, hypothesis generation, data analysis on schedule
  • Results delivered daily, weekly, or custom

From findings to presentation

  • Build slide decks from your research
  • Slides auto-update when your underlying data changes
  • Less time formatting, more time on your research

Published Research

Work Built with Heureka

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