Pattern Bioscience
Pattern Bioscience is a privately held in vitro diagnostics company founded in 2016 and headquartered in Austin, Texas, developing a culture-free Single-Cell Microbiology system for rapid bacterial identification and antibiotic susceptibility testing (ID/AST). The platform isolates individual bacterial cells in picoliter-scale droplets and reads the metabolic patterns those cells produce over time, using machine learning to identify the pathogen and determine phenotypic susceptibility in hours instead of the days a culture workflow requires. The company holds FDA Breakthrough Device Designation for its Pneumonia Action Panel, raised $43M in Series D financing in November 2025 to pursue FDA clearance, and is backed by Illumina Ventures, Omnimed Capital, CARB-X, the AMR Action Fund and a $22.5M BARDA contract. Pattern is pre-commercial: it publishes a marketing and news site at pattern.bio and no public API, developer portal, SDK or machine-readable specification.
Index entry only — little beyond a description and a link, and nothing machine-readable enough for an agent to act on without a human reading the site first.
API Evangelist profiles Pattern Bioscience the way a machine reads it — 1 machine-readable artifact, pulled from the provider's own public surface and indexed so a developer, an analyst, or an AI agent can evaluate it against every other provider on the network.
Every provider in the network is reduced to the same set of machine-readable artifacts — OpenAPI contracts, event specifications, GraphQL schemas, runnable collections, pricing and rate-limit signals, security posture, OAuth scopes, and the agent surfaces (MCP servers and skills) that let software drive the API on its own. We profile them because the interface is the part of a company you can actually inspect: it is a truer signal of what a provider does than any marketing page. From those artifacts we compute the Kin Score — Pattern Bioscience scores 12.2/100 (minimal), with a separate agent-readiness read of 0/100 (human only). The full breakdown is below, followed by every artifact we hold — each card links through to its machine-readable definition on apis.io.
Why this profile is thin
Pattern Bioscience is a pre-commercial in vitro diagnostics manufacturer whose product is a physical Single-Cell Microbiology instrument and test panel awaiting FDA clearance; pattern.bio is a twelve-page WordPress marketing site where /api, /docs, /developers, /openapi.json and every /.well-known/ path return 404 and no api., app., docs. or developer. subdomain resolves in DNS.
This is an honest zero, not a gap in our research. Pattern Bioscience does not appear to expose an API, so there is nothing here for us to index and nothing for them to fix.
What we probed
https://pattern.bio/developers→ HTTP 404https://pattern.bio/openapi.json→ HTTP 404https://pattern.bio/.well-known/agent-card.json→ HTTP 404https://pattern.bio/.well-known/security.txt→ HTTP 404https://pattern.bio/llms.txt→ HTTP 404https://pattern.bio/sitemap.xml→ HTTP 200
Kin Score
This is the API Evangelist rating — a single, repeatable read computed from the artifacts on this page. Green fill is points earned; the red track is points possible, so every bar shows earned-versus-possible at a glance.
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
Put this on your own site. The badge is drawn live from Pattern Bioscience's current Kin Score — paste it once and it updates itself every time the score is recomputed. It follows your visitor's light or dark setting, and it links back here so anyone who sees it can read the full breakdown.
<!-- Kin Score · API Evangelist -->
<a href="https://providers.apievangelist.com/providers/pattern-bioscience/"
title="Pattern Bioscience on API Evangelist — API profile and Kin Score">
<img src="https://apis.io/badge/pattern-bioscience.svg"
alt="Pattern Bioscience Kin Score — API readiness rating by API Evangelist" width="150" height="150" loading="lazy">
</a>[](https://providers.apievangelist.com/providers/pattern-bioscience/)<!-- Kin Score · API Evangelist -->
<a href="https://providers.apievangelist.com/providers/pattern-bioscience/"
title="Pattern Bioscience on API Evangelist — API profile and Kin Score">
<img src="https://apis.io/badge/pattern-bioscience/card.svg"
alt="Pattern Bioscience Kin Score — API readiness rating by API Evangelist" width="340" height="120" loading="lazy">
</a>More shapes, themes and sizes → · Score as JSON · How badges work
How we profile Pattern Bioscience
Each block below is one kind of artifact we hold for Pattern Bioscience. For each we say what it is and why it earns a place in the profile, then list every one we've indexed — capped at two rows, scroll within the panel for the rest.
Security Posture 1
Authentication, domain security, vulnerability disclosure, and trust-center signals — the evidence that a provider takes security seriously enough to document it. We profile it because you can't govern what you can't see.
Authentication, domain security, vulnerability disclosure, and trust-center signals.
Resources
Every other property we hold for Pattern Bioscience — documentation, portals, status pages, policies, and corporate surface — grouped by the job it does, following the integrator's arc from getting started to running in production.
Agent Surfaces 1
MCP servers, agent skills, and machine-readable catalogs
Access & Security 1
Authentication, authorization, and security posture
Operate 1
Status, limits, changes, and where to get help
Commercial 2
Pricing, plans, and the legal terms of use
Company 9
The organization behind the API
Scroll within the panel for all 9 ·
Other 4
Properties that don't map to a standard resource type
← All providers · Data indexed from github.com/api-evangelist/pattern-bioscience · machine-readable index on apis.io
This is an independent, third-party profile of Pattern Bioscience, published by API Evangelist. We do not operate, host, resell, or support these APIs, and we are not affiliated with or endorsed by the company unless stated above. Everything here is built from publicly available information — the company's own site, developer portal, documentation, public repositories, and the specifications it publishes for public use. Nothing is obtained by breaching a system, defeating an access control, or using credentials.
The Kin Score and Agent Readiness rating are independently calculated assessments of a company's public API artifacts, scored against a published rubric. They are not certifications, endorsements, security assessments, or audits.
Corrections, re-scores, and removal are free — no partnership or purchase required, and you do not need to justify the request. A removed company is recorded as unrated, never scored zero for having asked. Acknowledgement within one business day; removal within two.
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you will get a person, not a form — we will tell you exactly which public URLs this profile was built from.