Defined.ai (DefinedCrowd)
Defined.ai (formerly DefinedCrowd) is an AI training data platform and marketplace founded in 2015 by Daniela Braga, headquartered in Seattle with offices in Lisbon, Porto, and Tokyo. It provides ready-to-use datasets across speech, text, image, video, and multimodal, plus custom data collection, annotation, machine translation, conversational AI, LLM fine-tuning, and data and model evaluation services sourced from a global community of 1.6M+ vetted contributors across 150+ markets and 500+ languages, dialects, and locales. The Defined.ai Public API (v2.0) lets enterprise customers manage projects programmatically — create Mean Opinion Score and Pronunciation Validation projects, upload input units, configure supported languages, track project status and errors, manage jobs, retrieve deliverables, and subscribe to notifications. Data provenance and compliance are backed by ISO 27001, ISO 27701, ISO 42001, GDPR, and HIPAA.
Defined.ai (DefinedCrowd) publishes 8 APIs on the APIs.io network, including Deliverables API, Input Units API, Jobs API, and 5 more. Tagged areas include Company, AI Training Data, Data Marketplace, Machine Learning, and Data Annotation.
Defined.ai (DefinedCrowd)’s developer surface includes authentication, documentation, engineering blog, support, signup flow, and 16 more developer resources.
Kin Score
APIs 8
Individual APIs this provider publishes, each with its own machine-readable definition.
Defined.ai (DefinedCrowd) Deliverables API
The result file is created after the project is completed and is referred to as deliverables. The file contains contributor metadata for completed input units.
Defined.ai (DefinedCrowd) Input Units API
Each input unit is a single component of work done by the contributors. There are several types of units – audio, text, and image. In a given project, all units should have the ...
Defined.ai (DefinedCrowd) Jobs API
Jobs are how your data (input units) connects the project with our contributors. Each job has data, instructions, and customizable parameters, which then convert inputs to outpu...
Defined.ai (DefinedCrowd) Mean Opinion Score API
Aggregate ratings on the "intelligibility" and "naturalness" of utterances.
Defined.ai (DefinedCrowd) Project Management API
Informally, projects can be viewed as configurable packages that process sets of Input Units. The project’s template determines how the Input Units are processed. Projects can b...
Defined.ai (DefinedCrowd) Pronunciation Validation API
Confirm audio meets pronunciation standards.
Defined.ai (DefinedCrowd) Subscriptions API
Subscribe to automatic notifications for specific email addresses. Email notifications are sent for events that happen during the life cycle of the project. By using thi...
Defined.ai (DefinedCrowd) Supported Languages API
Several of the Workflow Templates offer the ability to set a language / country code. These configurations instruct Defined.ai to use our human intelligence Contributors that sp...
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MCP Servers 1
Model Context Protocol servers that expose these APIs to AI agents.
definedcrowd-mcp.yml
MCP SERVERSecurity Posture 2
Authentication, domain security, vulnerability disclosure, and trust-center signals.
Agentic Access 1
Recommended x-agentic-access execution contracts for AI agents.
Resources
Get Started 2
Portal, sign-up, and the first successful call
Documentation 1
Reference material describing how the API behaves
Agent Surfaces 4
MCP servers, agent skills, and machine-readable catalogs
Design & Contract 5
Pagination, idempotency, versioning, errors, and events
Access & Security 3
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 2
The organization behind the API
Other 1
Properties that don't map to a standard resource type