Assemble Labs

Assemble Labs is an AI-powered hardware testing platform that autonomously designs and runs experiments on embedded systems, letting engineers validate firmware against specifications using real lab instruments without manual setup. It converts engineering requirements into executable test cases, drives physical devices through real instrument control (oscilloscopes, power profilers, logic analyzers from Saleae, Tektronix, Keysight, Rohde & Schwarz, Fluke, Yokogawa, National Instruments and Joulescope), performs root-cause analysis, proposes firmware fixes, and verifies them on actual hardware. Test results and reports are committed to Git for traceability. The product runs on-premises and air-gapped with zero data egress, and integrates with VS Code, Cursor, and Claude. Assemble Labs is an early-stage company (pre-seed, $1.3M led by Menlo Ventures) and is tracked in the API Evangelist network as a portfolio lead; it does not yet publish a public API, developer portal, or SDKs.

Assemble Labs is profiled on the APIs.io network. Tagged areas include Company, Hardware Testing, Embedded Systems, Firmware, and Test Automation.

Assemble Labs’ developer surface includes signup flow and 4 more developer resources.

🌐 Visit website 📡 Source on GitHub

10.1/100 minimal ▬ flat Agent 0/100 human only Full breakdown ↓
scored 2026-07-27 · rubric v0.5

0 APIs

CompanyHardware TestingEmbedded SystemsFirmwareTest AutomationLab AutomationArtificial Intelligence

Kin Score

Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5

Composite quality — 10.1/100 · minimal

Contract Quality 0.0 / 25

Developer Ergonomics 0.0 / 20

Commercial Clarity 2.6 / 20

Operational Transparency 0.7 / 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/assemble-labs: open an issue to ask a question, or submit a pull request to add artifacts. Want it done for you? Prioritized profiling — $2,500 →

Get Started 1

Portal, sign-up, and the first successful call

SignUp

SignUp

Build 1

SDKs, sample code, and the tooling you integrate with

GitHubOrganization

GitHubOrganization

Access & Security 1

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Company 2

The organization behind the API

Website

Website

LinkedIn

Source (apis.yml)

aid: assemble-labs
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source: []
  generated: '2026-07-22'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/assemble-labs.png
name: Assemble Labs
description: Assemble Labs is an AI-powered hardware testing platform that autonomously designs and runs experiments on embedded
  systems, letting engineers validate firmware against specifications using real lab instruments without manual setup. It
  converts engineering requirements into executable test cases, drives physical devices through real instrument control (oscilloscopes,
  power profilers, logic analyzers from Saleae, Tektronix, Keysight, Rohde & Schwarz, Fluke, Yokogawa, National Instruments
  and Joulescope), performs root-cause analysis, proposes firmware fixes, and verifies them on actual hardware. Test results
  and reports are committed to Git for traceability. The product runs on-premises and air-gapped with zero data egress, and
  integrates with VS Code, Cursor, and Claude. Assemble Labs is an early-stage company (pre-seed, $1.3M led by Menlo Ventures)
  and is tracked in the API Evangelist network as a portfolio lead; it does not yet publish a public API, developer portal,
  or SDKs.
url: https://raw.githubusercontent.com/api-evangelist/assemble-labs/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- menlo-ventures
x-tier: stub
x-tier-reason: portfolio-lead
specificationVersion: '0.20'
created: '2026-07-17'
modified: '2026-07-18'
tags:
- Company
- Hardware Testing
- Embedded Systems
- Firmware
- Test Automation
- Lab Automation
- Artificial Intelligence
apis: []
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: DomainSecurity
  url: security/assemble-labs-domain-security.yml
- type: Website
  url: https://assemblelabs.ai
- type: GitHubOrganization
  url: https://github.com/assemble-labs
- type: SignUp
  url: https://calendly.com/assemble-labs/introduction
- type: LinkedIn
  url: https://www.linkedin.com/company/assemblelabs
x-enrichment:
  date: '2026-07-19'
  status: backfilled
  pass: local-v1
  note: backfilled from .gitignore signal + verified work evidence