# Sware (fka BTR)

**Canonical:** https://apis.io/providers/sware-fka-btr/  
**Website:** https://www.sware.com/  
**APIs profiled:** 0

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.

## Kin Score — 10.4 / 100 (minimal)

Scored 2026-08-20 under rubric 0.12.0. Trend: flat (+0.0 from 10.4).

| Facet | Score |
|---|---|
| Discoverability | 50.0 |
| Contract Quality | 0.0 |
| Governance | 18.2 |
| Contract Governance | 18.2 |
| Operational Transparency | 0.0 |
| Developer Ergonomics | 7.1 |
| Commercial Clarity | 7.9 |
| Access Clarity | 7.9 |

Regulatory layer — **Health**: 20.0 (matched via tags).

## Agent readiness — 0.0 (human-only)

| Dimension | Value |
|---|---|
| Spec Presence | no |
| Agentic Access | no |
| Reversibility Documented | no |
| MCP Server | no |
| Auth Clarity | no |
| Idempotency | no |
| Error Semantics | no |
| OpenAPI Examples | no |
| Rate Limit Signal | no |
| Event Surface Described | no |
| Agent Skills | no |
| Well Known Catalog | no |
| Consent Identity | no |
| Agent Card | no |
| Dry Run Mode | no |

## Access

Unknown — onboarding: unknown, pricing: unknown, trial: no (confidence: low).

## Security (1)

- **Sware Fka Btr Domain Security** — TLSv1.3 · HSTS · DMARC

## Tags

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

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Profiled by [API Evangelist](https://apievangelist.com) and published on [APIs.io](https://apis.io/providers/sware-fka-btr/). Scores are computed from the provider's own public artifacts under a published rubric.