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

10.4/100 minimal ▬ flat Agent 0/100 human only Full breakdown ↓
scored 2026-08-20 · rubric v0.12.0

0 APIs

Company Healthcare Life Sciences Validation GxP Compliance Quality Assurance Regulatory Pharmaceuticals Artificial Intelligence

Kin Score

Kin Score How this is scored →
scored 2026-08-20 · rubric v0.12.0

Composite quality — 10.4/100 · minimal

Contract Quality 0.0 / 21

Developer Ergonomics 1.2 / 17

Access Clarity 1.3 / 17

Operational Transparency 0.0 / 11

Contract Governance 1.9 / 10

Discoverability 4.3 / 9

Regulatory Posture 3.0 / 15

Agent readiness — 0/100 · human only

Machine-Readable Contract 0 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

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

A2A Agent Card 0 / 8

Dry-Run / Simulate Mode 0 / 4

Regulatory Posture applies to this provider. Its tags matched the Health 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.

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/.

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 →

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)

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: '0.23'
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
- Pharmaceuticals
- Artificial Intelligence
tags_raw:
- 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