Defined.ai
Defined.ai is an ethical AI data marketplace providing curated, high-quality speech, vision, text, and music datasets to train responsible and trustworthy AI systems.
- 5.0
- Average rating
- 18
- Mapped reviews
- 100%
- Profile coverage
Company & commercials
- Primary category
- Computer Vision
- Team size
- 50-100 employees
- Typical budget
- $100K+
- Primary industry
- Media, Entertainment, Gaming & Sports
A clear view of what Defined.ai does best.
Structured from supplied company information and mapped to RankGlobal's controlled AI and industry taxonomy.
Defined.ai is an ethical AI data marketplace providing curated, high-quality speech, vision, text, and music datasets to train responsible and trustworthy AI systems. RankGlobal maps its primary capability to Data Annotation & Labeling within Computer Vision, with supporting relevance to Data Privacy & AI Compliance, Responsible AI. Its strongest supplied industry signals align with Publishing & Digital Content, General Retail, HealthTech Platforms.
See how this profile was mapped →Platforms, methods and technical signals
Tools and platforms named in Defined.ai's supplied company profile.
Named expertise on file
- Neevo Platform
Managing the end-to-end preparation of specialized datasets for custom AI model training.
Data EngineeringLabelingPreparation - Defined.ai Marketplace
Providing a community-driven marketplace for pre-built AI apps and models for document workflows.
AIaaSLow-codeApp Marketplace - LLM Fine Tuning
Training and fine-tuning large language models on proprietary data for specialized business use cases.
LLM Fine-tuningRAGData Privacy
Mapped Evidence Report
A decision-support view of Defined.ai, built from mapped taxonomy signals, evidence confidence, commercial profile and reviews.
Computer Vision among 494 published providers
Imported mapping confidence for each category — not a share of work, revenue, or delivery volume.
Share of mapped industry rows on the taxonomy map — not share of work or revenue.
Imported mapping grades across 19 taxonomy mappings — not a search ranking.
What the mapped signals say
Defined.ai presents as a strong evidence profile for Computer Vision. It ranks in the 56th percentile of 494 published providers in Computer Vision, and 18 reviews back the commercial profile.
Evidence-led AI expertise.
Capabilities are listed with their mapping grade (Direct, Supported, Related, or Adjacent).
Featured 12 of 14 capabilities, ranked by mapping grade then confidence.
coreExpertise
technologies
description
Where this expertise is most relevant.
Industry mappings are organized by evidence strength so buyers can distinguish demonstrated alignment from broader search relevance.
What clients say.
Reviews and ratings published for this provider.
“We needed a highly specialized robotics dataset that no one else could provide. Defined.ai delivered 225 hours of annotated human demonstration data.”
“The off-the-shelf datasets from Defined.ai have been a game-changer for us. The data provided has significantly improved our ML models.”
“As a global creative software leader, we needed a massive library of video content delivered to exacting technical and legal standards.”
“We needed a large-scale dataset collected to exacting standards of quality, ethics, and privacy.”
“Improving both accuracy and efficiency in AI systems was critical for us.”
“We required large-scale, multilingual data collection to power our AI models.”
“We are thankful for Defined.ai's unrelenting efforts in creating video, audio, and word datasets.”
“Defined.ai provides access to our premium, commercially-safe visual content.”
“They delivered 225 hours of specialized robotics data no one else could source.”
10 mapped reviews · 18 published quotes
Showing 9 of 18, ranked by display order then recency.
Ratings aggregate 18 reviews at the average shown above.
How RankGlobal maps this profile.
RankGlobal maps this profile against a controlled taxonomy. Mapping grades on capability and industry cards describe how the profile is classified. Source strength for ranking decisions follows the hierarchy published on Research— a mapping grade is not a claim of discoverability weight.
Direct, Supported, Related and Adjacent appear on mapped cards as classification grades. They do not rank how discoverable a provider should be.
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What RankGlobal holds on file for Defined.ai, and the three things worth confirming directly once you're in touch.
- Primary category
- Computer Vision
- Primary industry
- Media, Entertainment, Gaming & Sports
- Typical budget
- $100K+
- Team size
- 50-100 employees
- 1Name the use case
Say which Computer Vision problem you are evaluating, so the research team can route your message accurately.
- 2Pressure-test the budget band
The $100K+ band on file is a profile-level figure. Ask what a scope like yours actually lands at.
- 3Ask for a reference
Request a client reference in Media, Entertainment, Gaming & Sports — the strongest industry signal on this profile.
Three fields. Anything longer belongs on the full contact page, linked below.
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