Sama
data annotation and labeling company providing high-quality training data for computer vision and generative AI models, serving global companies in automotive, retail, and consumer tech sectors.
- 4.8
- Average rating
- 13
- Mapped reviews
- 100%
- Profile coverage
Company & commercials
- Primary category
- Computer Vision
- Team size
- 250+ employees
- Typical budget
- $100K+
- Primary industry
- Automotive & Mobility
A clear view of what Sama does best.
Structured from supplied company information and mapped to RankGlobal's controlled AI and industry taxonomy.
data annotation and labeling company providing high-quality training data for computer vision and generative AI models, serving global companies in automotive, retail, and consumer tech sectors. RankGlobal maps its primary capability to Computer Vision within Computer Vision, with supporting relevance to Data Annotation & Labeling, Video Analytics. Its strongest supplied industry signals align with Automotive Manufacturing, Software & SaaS, General Retail.
See how this profile was mapped →Platforms, methods and technical signals
Tools and platforms named in Sama's supplied company profile.
Named expertise on file
- Computer Vision Annotation
Delivering high-precision (95%+) image and video annotation for 2D, 3D, LiDAR, and sensor fusion datasets.
Data LabelingComputer VisionLiDAR - Human-in-the-Loop (HITL) Validation
Engineering a managed platform where specialized specialists review and correct AI model predictions to ensure reliability.
HITLModel ValidationQA - Sama Curate (AI-Powered Labeling)
Utilizing machine learning to intelligently identify and prioritize assets that require labeling, reducing manual effort.
Data CurationAutomationML Ops
Mapped Evidence Report
A decision-support view of Sama, 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
Sama presents as a strong evidence profile for Computer Vision. It ranks in the 56th percentile of 494 published providers in Computer Vision, and 13 reviews back the commercial profile.
Evidence-led AI expertise.
Capabilities are listed with their mapping grade (Direct, Supported, Related, or Adjacent).
Featured 12 of 16 capabilities, ranked by mapping grade then confidence.
coreExpertise, description, industries, technologies
coreExpertise, description
Source category: Computer Vision
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.
“Sama's accuracy rate is consistently at 99%, which is incredible!”
“Sama is able to fulfill our business requirements, and do that cost effectively.”
“They are a perfect addition to our work in AI.”
“Sama’s data annotation helped us overcome the challenge of creating AI models for different plant stages. Their accuracy is consistently high.”
“Their high-quality training data has made a demonstrable impact on our ability to expand our AI services to new types of clients.”
“Sama is the industry leader for ethical, high-quality data labeling. Their feedback loop is critical for our model refinement.”
“Essential partner for autonomous vehicle training. Their video annotation precision is vital for our safety-critical systems.”
“The best in the business for scaling ML data pipelines. They handle complex multi-modal data with impressive speed.”
“Sama provides the 'ground truth' we need. Their platform is trusted for developing the most accurate ML models globally.”
10 mapped reviews · 13 published quotes
Showing 9 of 13, ranked by display order then recency.
Ratings aggregate 13 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.
RankGlobal trust center →Move from discovery to a focused conversation.
Your enquiry goes to the RankGlobal research team, not the provider's sales inbox. Sending it does not affect their ranking.
What RankGlobal holds on file for Sama, and the three things worth confirming directly once you're in touch.
- Primary category
- Computer Vision
- Primary industry
- Automotive & Mobility
- Typical budget
- $100K+
- Team size
- 250+ 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 Automotive & Mobility — the strongest industry signal on this profile.
Three fields. Anything longer belongs on the full contact page, linked below.
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