doinstruct

doinstruct is an AI-powered frontline training and compliance platform for deskless and shift-based workforces. Founded in Osnabrück, Germany in 2021 and now headquartered in Brooklyn, New York with an office in Berlin, it turns internal SOPs, documents, and expert knowledge into mobile-first courses delivered in 35+ languages. Its Genius AI authoring tool, a 400+ lesson training library, a manager dashboard for assigning and documenting training, and a mobile learner experience serve 400+ frontline teams across food & beverage, logistics, manufacturing, construction, and general compliance, with audit-ready reporting for standards such as HACCP, GFSI, and ISO 27001. Backed by Creandum and HV Capital.

doinstruct is profiled on the APIs.io network. Tagged areas include Company, Software-as-a-Service, Training, Compliance, and Frontline.

doinstruct’s developer surface includes engineering blog, support, and 7 more developer resources.

🌐 Visit website 📡 Source on GitHub

13.0/100 emerging ▬ flat Agent 0/100 human only saas Full breakdown ↓
scored 2026-09-08 · rubric v0.20.0

0 APIs

Company Software-as-a-Service Training Compliance Frontline Learning Workforce Safety Artificial Intelligence

Kin Score

Kin Score How this is scored →
scored 2026-09-08 · rubric v0.20.0

Composite quality — 13.0/100 · emerging

Contract Quality 0.0 / 25

Developer Ergonomics 1.4 / 20

Access Clarity 5.5 / 20

Operational Transparency 0.3 / 13

Contract Governance 0.0 / 12

Discoverability 5.7 / 10

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

Delegated User Identity 0 / 6

Protected Resource Metadata 0 / 5

Registration Without a Human 0 / 6

Agentic Commerce Well-Known Document 0 / 5

Create-or-Update Ergonomics could not be measured. We hold no machine-readable contract for this provider to read, so there is nothing to measure a write surface against. Excluded rather than scored zero: never-measured and measured-empty are different facts. Publishing an OpenAPI is what makes this facet — and several others — scorable at all.

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Security Posture 1

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Doinstruct Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Resources

Get Started 1

Portal, sign-up, and the first successful call

Login

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

LLMsTxt

LLMsTxt

Build 1

SDKs, sample code, and the tooling you integrate with

GitHubOrganization

GitHubOrganization

Access & Security 1

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Operate 1

Status, limits, changes, and where to get help

Support

Support

Commercial 2

Pricing, plans, and the legal terms of use

TermsOfService

TermsOfService

PrivacyPolicy

PrivacyPolicy

Company 2

The organization behind the API

Website

Website

Blog

Blog

Source (apis.yml)

aid: doinstruct
name: doinstruct
description: doinstruct is an AI-powered frontline training and compliance platform for deskless and shift-based workforces.
  Founded in Osnabrück, Germany in 2021 and now headquartered in Brooklyn, New York with an office in Berlin, it turns internal
  SOPs, documents, and expert knowledge into mobile-first courses delivered in 35+ languages. Its Genius AI authoring tool,
  a 400+ lesson training library, a manager dashboard for assigning and documenting training, and a mobile learner experience
  serve 400+ frontline teams across food & beverage, logistics, manufacturing, construction, and general compliance, with
  audit-ready reporting for standards such as HACCP, GFSI, and ISO 27001. Backed by Creandum and HV Capital.
url: https://raw.githubusercontent.com/api-evangelist/doinstruct/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- creandum
- hv-capital
x-tier: stub
x-tier-reason: portfolio-lead
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: false
  label: Hosted service · you call their endpoint
  confidence: medium
  source:
  - pricing
  generated: '2026-08-28'
  method: derived
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: '2026-07-18'
image: https://cdn.prod.website-files.com/6a1ee75881fd696aa0062a80/6a4643c4fd30baed73f6a661_Open%20Graph.jpg
tags:
- Company
- Software-as-a-Service
- Training
- Compliance
- Frontline
- Learning
- Workforce
- Safety
- Artificial Intelligence
tags_raw:
- Company
- SaaS
- Training
- Compliance
- Frontline
- Learning
- Workforce
- Safety
- Artificial Intelligence
apis: []
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Website
  url: https://www.doinstruct.com/
- type: Blog
  url: https://www.doinstruct.com/resources/blog
- type: Support
  url: https://www.doinstruct.com/contact
- type: Login
  url: https://manager.doinstruct.com/
- type: TermsOfService
  url: https://www.doinstruct.com/terms-of-service
- type: PrivacyPolicy
  url: https://www.doinstruct.com/privacy
- type: GitHubOrganization
  url: https://github.com/doinstruct
- type: LLMsTxt
  url: llms/doinstruct-llms.txt
- type: DomainSecurity
  url: security/doinstruct-domain-security.yml
x-enrichment:
  date: '2026-07-19'
  status: backfilled
  pass: local-v1
  note: backfilled from .gitignore signal + verified work evidence

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