Data Driven Bioscience website screenshot

Data Driven Bioscience

Data Driven Bioscience (now operating as Duoseq, a ddb.bio service) is a cancer genomics testing company that performs comprehensive molecular profiling of both DNA and RNA from a single sample in an on-site workflow, delivering results from sample to report in roughly two days. Its platform detects mutations, expression levels, gene fusions, and clonotype information, and integrates directly with Epic and other leading EHR systems so results flow into the patient chart. The company is a portfolio company of initialized-capital and was added to the API Evangelist network as a stub for enrichment; as of this pass it publishes a marketing/clinical website but no public developer or API surface.

Data Driven Bioscience is profiled on the APIs.io network. Tagged areas include Company, Healthcare, Genomics, Oncology, and Diagnostics.

🌐 Visit website 📡 Source on GitHub
7.7/100 minimal ▬ flat Agent 0/100 human only Full breakdown ↓
scored 2026-07-27 · rubric v0.5
0 APIs
CompanyHealthcareGenomicsOncologyDiagnosticsLife SciencesBioinformatics

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 7.7/100 · minimal
Contract Quality 0.0 / 25
Developer Ergonomics 0.0 / 20
Commercial Clarity 0.0 / 20
Operational Transparency 0.0 / 13
Governance 0.0 / 12
Discoverability 6.8 / 10
Agent readiness — 0/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. This rating is computed from github.com/api-evangelist/data-driven-bioscience: open an issue to ask a question, or submit a pull request to add artifacts. Want it done for you? Prioritized profiling — $2,500 →

Security Posture 1

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Data Driven Bioscience Domain Security

TLSv1.3 · HSTS

SECURITY

Resources

Access & Security 1

Authentication, authorization, and security posture

DomainSecurity
DomainSecurity

Company 2

The organization behind the API

Website
Website
 Website
Website

Source (apis.yml)

apis.yml Raw ↑ 
aid: data-driven-bioscience
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/data-driven-bioscience.png
name: Data Driven Bioscience
description: Data Driven Bioscience (now operating as Duoseq, a ddb.bio service) is a cancer genomics testing company that
  performs comprehensive molecular profiling of both DNA and RNA from a single sample in an on-site workflow, delivering results
  from sample to report in roughly two days. Its platform detects mutations, expression levels, gene fusions, and clonotype
  information, and integrates directly with Epic and other leading EHR systems so results flow into the patient chart. The
  company is a portfolio company of initialized-capital and was added to the API Evangelist network as a stub for enrichment;
  as of this pass it publishes a marketing/clinical website but no public developer or API surface.
url: https://raw.githubusercontent.com/api-evangelist/data-driven-bioscience/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- initialized-capital
x-tier: stub
x-tier-reason: portfolio-lead
specificationVersion: '0.20'
created: '2026-07-17'
modified: '2026-07-18'
tags:
- Company
- Healthcare
- Genomics
- Oncology
- Diagnostics
- Life Sciences
- Bioinformatics
apis: []
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: DomainSecurity
  url: security/data-driven-bioscience-domain-security.yml
- type: Website
  url: https://datadrivenbioscience.com/
- type: Website
  url: https://duoseq.com/
x-enrichment:
  date: '2026-07-19'
  status: backfilled
  pass: local-v1
  note: backfilled from .gitignore signal + verified work evidence