Data as of Aug 25, 2026 · Based on 3,181,687 AI responses across 10,525 prompts · See how Parse measures this
Sama is a talent development platform that combines world-class coaching with organizational intelligence to improve performance and adaptability. It uses data-driven insights and AI to help organizations connect development efforts with measurable outcomes like leadership effectiveness, engagement, and retention.
Words AI uses
AI reaches for high-quality · ethical · enterprise-grade when it describes Sama.
Sources
sama.com shapes more of what AI says about Sama than any other source, at 41% of its citations.
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The market map
Data Labeling Platforms and Services →Excerpts where Sama appeared in the AI's answer

Sama Uses a full-time in-house workforce and explicitly contrasts it with crowdsourced alternatives.

Sama emphasizes fair-wage, full-time employment and explicitly contrasts its model with crowdsourcing.
Excerpts where Sama appeared in the AI's answer

Sama : Best if your startup values high accuracy coupled with ethical AI and impact-sourcing.

Sama: Known for high-quality, computer vision-focused labeling with strong ethical AI standards and structured quality assurance workflows.
Excerpts where Sama appeared in the AI's answer

Sama : Specializes in ethical AI, providing high-accuracy computer vision

Sama – Best for ethical AI and computer vision data . Sama is a certified B-Corp known for high-accuracy training data in computer vision and generative AI using secure, ethically managed workforces.
Excerpts where Sama appeared in the AI's answer

Sama : Known for enterprise-grade security and an ethical AI approach. They do not use crowdsourcing, instead relying on a full-time, in-house team of data experts working in secure facilities. They hold ISO 27001 and SOC 2 Type II certifications.

Sama (formerly Samasource) : Specializes in high-security, ethical data labeling for complex AI (Computer Vision and RLHF). They use trained, in-staff data experts within secure, compliant facilities, holding ISO 27001 certification.
Excerpts where Sama appeared in the AI's answer

Sama — Best if you want a hybrid of platform tooling and an ethically managed, stable workforce.

Sama pairs its proprietary annotation technology with an ethically managed, highly stable global workforce.
Excerpts where Sama appeared in the AI's answer

Sama : Excels in high-accuracy projects by providing a dedicated managed workforce alongside AI tools

Sama : Known for high-quality computer vision, specializing in 3D point cloud and image annotation with strong ethical AI sourcing.
Excerpts where Sama appeared in the AI's answer

Sama : Provides specialized computer vision data solutions for ADAS and autonomous driving.