Sware (fka BTR)

Sware (formerly BTR) is a life sciences software company providing AI-driven GxP validation for regulated life sciences and pharmaceutical organizations. Its Res_Q SaaS platform combines a decade of validation intelligence with a Data Cloud and AI agents that automate validation work, surface insights, and keep every decision explainable, traceable, and reversible. A companion product, GxPNext, delivers agentic validation built for software development so teams can embed GxP validation directly into their applications, ship faster, and simplify customer audits. Sware serves quality, regulatory, and engineering leaders across software validation, AI/ML validation, plant and equipment validation, and medical device / SaMD development, and publishes SOC 2 and ISO 9001 certifications. It is backed by Insight Partners. No public API, developer portal, or OpenAPI is available today (the Res_Q API page is password-gated), so this profile captures the company's public identity, compliance posture, and domain-security probe.

Sware (fka BTR) is profiled on the APIs.io network. Tagged areas include Company, Healthcare, Life Sciences, Validation, and GxP.

Sware (fka BTR)’s developer surface includes engineering blog, support, and 4 more developer resources.

🌐 Visit website 📡 Source on GitHub
13.4/100 minimal ▬ flat Agent 0/100 human only Full breakdown ↓
scored 2026-07-27 · rubric v0.5
0 APIs
CompanyHealthcareLife SciencesValidationGxPComplianceQuality AssuranceRegulatoryPharmaceuticalArtificial Intelligence

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 13.4/100 · minimal
Contract Quality 0.0 / 25
Developer Ergonomics 1.3 / 20
Commercial Clarity 1.6 / 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/sware-fka-btr: 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.

Sware Fka Btr Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Resources

Design & Contract 1

Pagination, idempotency, versioning, errors, and events

Conformance
Conformance

Access & Security 2

Authentication, authorization, and security posture

DomainSecurity
DomainSecurity
 Compliance
Compliance

Operate 1

Status, limits, changes, and where to get help

Support
Support

Company 2

The organization behind the API

Website
Website
 Blog
Blog

Source (apis.yml)

apis.yml Raw ↑ 
aid: sware-fka-btr
name: Sware (fka BTR)
description: Sware (formerly BTR) is a life sciences software company providing AI-driven GxP validation for regulated life
  sciences and pharmaceutical organizations. Its Res_Q SaaS platform combines a decade of validation intelligence with a Data
  Cloud and AI agents that automate validation work, surface insights, and keep every decision explainable, traceable, and
  reversible. A companion product, GxPNext, delivers agentic validation built for software development so teams can embed
  GxP validation directly into their applications, ship faster, and simplify customer audits. Sware serves quality, regulatory,
  and engineering leaders across software validation, AI/ML validation, plant and equipment validation, and medical device
  / SaMD development, and publishes SOC 2 and ISO 9001 certifications. It is backed by Insight Partners. No public API, developer
  portal, or OpenAPI is available today (the Res_Q API page is password-gated), so this profile captures the company's public
  identity, compliance posture, and domain-security probe.
url: https://raw.githubusercontent.com/api-evangelist/sware-fka-btr/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- insight-partners
x-tier: stub
x-tier-reason: portfolio-lead
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source: []
  generated: '2026-07-22'
  method: derived
specificationVersion: '0.20'
created: '2026-07-17'
modified: '2026-07-21'
image: https://www.sware.com/hubfs/Website/_Global%20Assets/Featured%20Images/SWR_Homepage_Feat-IMG_1500x750.png
tags:
- Company
- Healthcare
- Life Sciences
- Validation
- GxP
- Compliance
- Quality Assurance
- Regulatory
- Pharmaceutical
- Artificial Intelligence
apis: []
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: DomainSecurity
  url: security/sware-fka-btr-domain-security.yml
- type: Website
  url: https://www.sware.com/
- type: Blog
  url: https://www.sware.com/blog
- type: Support
  url: https://www.sware.com/contact
- type: Compliance
  name: SOC 2 and ISO 9001 certifications
  url: https://www.sware.com/
- type: Conformance
  url: conformance/sware-fka-btr-conformance.yml
x-enrichment:
  date: '2026-07-21'
  status: minimal
  artifacts_added: 2
  pass: local-v1