aid: atlas-discovery
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source: []
  generated: '2026-07-22'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/atlas-discovery.png
name: Atlas Discovery
description: >-
  Atlas Discovery is an AI-powered biotechnology company (Y Combinator Summer
  2026) building foundation models of human patient biology to predict how people
  will respond to drugs in clinical trials. Nine of ten drugs fail in trials
  because no animal model or cell in a dish reliably predicts a human response;
  Atlas Discovery trains models on preclinical and clinical data to improve trial
  design and rescue stalled drug programs. Its research spans single-cell
  representation learning (ExpressionVAE) and clinical response prediction, with
  work presented at ICLR '26, ICML '26, and CSHL '26. The company is an
  early-stage research lab with no public API, developer program, or product
  surface yet; this profile is maintained in the API Evangelist network as a
  portfolio lead awaiting a public developer offering.
url: https://raw.githubusercontent.com/api-evangelist/atlas-discovery/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- y-combinator
- pear-ventures
- glasswing-ventures
x-yc-batch: Summer 2026
x-location: San Francisco, CA
x-tier: stub
x-tier-reason: portfolio-lead
specificationVersion: '0.20'
created: '2026-07-17'
modified: '2026-07-18'
tags:
- Company
- Biotechnology
- Drug Discovery
- Artificial Intelligence
- Machine Learning
- Clinical Trials
- Foundation Models
- Life Sciences
apis: []
common:
- type: DomainSecurity
  url: security/atlas-discovery-domain-security.yml
- type: Website
  url: https://atlasdiscovery.bio
- type: Blog
  url: https://atlasdiscovery.bio/blog.html
- type: LinkedIn
  url: https://www.linkedin.com/company/atlas-discovery
- type: Twitter
  url: https://x.com/atlasdiscovery0
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
x-enrichment:
  date: '2026-07-19'
  status: backfilled
  pass: local-v1
  note: backfilled from .gitignore signal + verified work evidence