Dash Bio

Dash Bio is a technology-driven bioanalysis contract research organization (CRO) that provides automated, AI‑enhanced laboratory services to accelerate drug development. Leveraging robotics, integrated software, and transparent pricing, Dash Bio delivers high‑quality assay results in days rather than months, supporting preclinical to late‑stage clinical programs. The platform aims to modernize bioanalysis with speed, consistency, and guaranteed outcomes for biotech and pharmaceutical companies.

Dash Bio is profiled on the APIs.io network. Tagged areas include Company, Bioanalysis, CRO, Automation, and Artificial Intelligence.

Dash Bio’s developer surface includes documentation, getting-started guide, pricing, and 8 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

21.4/100 emerging Agent 3/100 human only Full breakdown ↓
scored 2026-10-23 · rubric v0.25.0 · Show this score on your site →

0 APIs

CompanyBioanalysisCRO Automation Artificial Intelligence

Kin Score

Kin Score How this is scored →
scored 2026-10-23 · rubric v0.25.0

Composite quality — 21.4/100 · emerging

Contract Quality 0.0 / 21

Developer Ergonomics 3.6 / 17

Access Clarity 10.7 / 17

Operational Transparency 0.0 / 11

Contract Governance 0.0 / 10

Discoverability 4.1 / 9

Regulatory Posture 1.9 / 15

Agent readiness — 3/100 · human only

Machine-Readable Contract 0 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

MCP Server 12 / 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

A2A Agent Card 0 / 8

Dry-Run / Simulate Mode 0 / 4

Delegated User Identity 0 / 6

Protected Resource Metadata 0 / 5

Registration Without a Human 0 / 6

Agentic Commerce Well-Known Document 0 / 5

Pagination 5 / 5

Distinct Operations 3 / 3

Regulatory Posture applies to this provider. Its tags matched the Horizontal (data, software, accessibility, platform) regime, so Regulatory Posture carries 15 points of the composite. If this regime is wrong for your business, say so on your provider repo — the applicability map is public and we will correct it.

Create-or-Update Ergonomics could not be measured. We hold no machine-readable contract for this provider to read, so there is nothing to measure a write surface against. Excluded rather than scored zero: never-measured and measured-empty are different facts. Publishing an OpenAPI is what makes this facet — and several others — scorable at all.

The six quality facets above are damped to 85 points between them, because the conditional facet above carries the other 15. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 85% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.

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<a href="https://apis.io/providers/dash-bio/"><img src="https://apis.io/badge/dash-bio/card.svg" alt="Dash Bio on APIs.io — Kin Score by API Evangelist"></a>

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Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. Every facet and dimension name above is a link: it opens that measurement's own page — what it means, the exact checks that feed it, how the whole catalog distributes on it, and the providers at the top of it. This rating is computed from github.com/api-evangelist/dash-bio: open an issue to ask a question, or submit a pull request to add artifacts. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

Pricing Plans 1

Published pricing tiers and plan structures.

Dash Bio Plans Pricing

19 plans

PLANS

Security Posture 1

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

Dash Bio Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Resources

Get Started 1

Portal, sign-up, and the first successful call

GettingStarted

GettingStarted

Documentation 1

Reference material describing how the API behaves

Documentation

Documentation

Access & Security 1

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Operate 1

Status, limits, changes, and where to get help

Contact

Contact

Commercial 4

Pricing, plans, and the legal terms of use

Plans

Pricing

PrivacyPolicy

TermsOfService

Company 1

The organization behind the API

Website

Website

Other 2

Properties that don't map to a standard resource type

Hosts

Hosts

Vendors

Vendors

Source (apis.yml)

aid: dash-bio
name: Dash Bio
image: https://www.dash.bio/static/default.BXTuH9WZ_1BPyEa.webp
description: Dash Bio is a technology-driven bioanalysis contract research organization (CRO) that provides automated, AI‑enhanced
  laboratory services to accelerate drug development. Leveraging robotics, integrated software, and transparent pricing, Dash
  Bio delivers high‑quality assay results in days rather than months, supporting preclinical to late‑stage clinical programs.
  The platform aims to modernize bioanalysis with speed, consistency, and guaranteed outcomes for biotech and pharmaceutical
  companies.
url: https://raw.githubusercontent.com/api-evangelist/dash-bio/refs/heads/main/apis.yml
x-type: company
x-source: harvest:secondary-market
x-tier: profiled
x-tier-reason: enrichment pass 2026-10-22 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-10-22'
modified: '2026-10-22'
tags:
- Company
- Bioanalysis
- CRO
- Automation
- Artificial Intelligence
tags_raw:
- Company
- Bioanalysis
- CRO
- Automation
- AI
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Plans
  url: plans/dash-bio-plans-pricing.yml
- type: Hosts
  url: hosts/dash-bio-hosts.yml
- type: Vendors
  url: vendors/dash-bio-vendors.yml
- type: DomainSecurity
  url: security/dash-bio-domain-security.yml
- type: Website
  url: https://www.dash.bio
- type: Documentation
  url: https://www.dash.bio/services
- type: GettingStarted
  url: https://www.dash.bio/about
- type: Pricing
  url: https://www.dash.bio/pricing
- type: Contact
  url: https://www.dash.bio/contact
- type: PrivacyPolicy
  url: https://www.dash.bio/legal/privacy-policy
- type: TermsOfService
  url: https://www.dash.bio/legal/terms-of-use
apis: []
x-coverage:
  state: gated
  reason: partner-login
  detail: Access to OpenAPI spec at https://api.dash.bio/openapi.json is blocked with HTTP 403.
  evidence:
  - url: https://api.dash.bio/openapi.json
    status: 403
  checked: '2026-10-22'
x-enrichment:
  date: '2026-10-22'
  status: enriched
  artifacts_added: 10
  pass: modular-v1
  engine: identity=local,contract=local,surfaces=local,docs=local,regulatory=local

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