Generative AI and Computer Vision Data Annotation | Sama (original) (raw)
DATA ANNOTATION AND MODEL EVALUATION SOLUTIONS
Build Computer Vision Models Faster
Build
Foundation
Computer Vision
Models Faster
Our in-house team of experts help you avoid unnecessary costs and delays by surfacing proactive insights and consistently delivering a 99% first batch acceptance rate for annotations — regardless of scale or complexity.
WHY SAMA
Rely on our expert teams to build Enterprise AI models responsibly and cost effectively
Sama leverages a combination of humans and technology to lower costs and accelerate model development.
Agile Platform & Frameworks
We adjust to changing workflows through rapid instruction iterations, allowing customers to bring models to market up to 3x faster—all while maintaining clear communication and high-quality data and insights.
In-House Teams for Data Security
We prioritize transparent data governance and model development practices that support enterprise-grade security and leading AI regulations, including a fully vetted workforce and biometrically secure facilities.
Transparent Pricing
As a recognized diverse supplier, we are strong proponents of an ethical AI supply chain. Our intensive training and proactive calibration processes mean you don’t inadvertently pay for high amounts of sampling and rework.
99%
First batch client acceptance rate across 10B points per month
3X
Get models to market 3x faster by eliminating delays, missed deadlines and excessive rework
68K+
Lives impacted to date thanks to our purpose-driven business model
92%
2024 Customer Satisfaction (CSAT) score and an NPS of 64
SOLUTIONS
Data Annotation and Model Evaluation Solutions Built for Enterprise AI
Sama provides a rich ecosystem of data-centric solutions designed to boost model performance.
Data services for Generative AI and LLM model development
Drive higher model accuracy with dataset fine tuning, RLHF, and output evaluation—all while contributing to an ethical AI supply chain.
Fine-tune high
performance models
Our dedicated Gen AI team will help you fine tune an existing LLM based on your unique objectives including domain expertise, task optimization, RAG embeddings and more.
Multi-modal annotation for complex workflows
Quality 2D/3D annotations for text, audio, image, video, and LiDAR combining ML-assisted technology with a full-time workforce that delivers high-quality ground truth annotations—regardless of scale or complexity.
Model prediction and performance validation
Visibility into where and why models fail–including false positives/negatives or inaccurate predictions–with human-led insights to correct predictions, highlight edge cases & enhance training data for better model performance.
Comprehensive data
curation services
Advanced data selection and filtering that enables you to focus on labeling the data that is most likely to improve model performance–enhancing cost efficiency and model maturity.
TESTIMONIALS
15 Years of Building Enterprise AI — Responsibly
Top teams across industries trust Sama for quality AI data annotation.
INDUSTRIES
Experts in Human-in-the-Loop Insights Across Industries
DATA SECURITY
Data Security is Our Top Priority
Your data remains protected and private because it’s managed in a secure facility by full-time in-house workforce of data experts. Your Data is Yours – Sama does not share or keep any datasets for training or other purposes, unlike crowdsourced alternatives.
RESOURCES
Popular Resources
Learn more about Sama's work with data curation
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Sama Launches First-of-its-Kind Scalable Training Solution for AI Data Annotation
The proprietary training solution builds on Sama’s commitment to excellence and an industry-leading 99% client acceptance rate by reducing project ramp times by up to 50% while increasing individual annotators’ tag accuracy by 16% and shape accuracy by 15% on average. For Sama’s enterprise clients, this results in higher-quality models going into production faster, saving both time and capital. For Sama employees, this new platform improves the training experience, offers greater understanding of data annotation and AI development principles, and builds their skills for successful long-term careers in the digital economy.