SAMA VALIDATE

Managed Service Data Validation Solution

Enterprises rely on Sama Validate to review model predictions and make corrections.

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25% of Fortune 50 companies trust Sama to help them deliver industry-leading ML models

HUMAN IN THE LOOP

Improve Your Model Where It Needs It the Most

Human in the loop review and correction of your model predictions.

Corrective Action

Skilled humans-in-the-loop are trained to be experts on your data, leverage our advanced editing tools to correct annotations for your 3D point cloud, video, and image data.

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Custom Workflow

Apply custom workflows to re-annotate the most critical assets once reviewed by our team.

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On Demand Reporting

Quickly and easily find out where your model is performing well and where it can be improved.

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HOW IT WORKS

How Sama Validate Works

Focus on your algorithms — we’ll provide the fuel. A powerful combination of highly-skilled annotators and revolutionary AI-powered solutions.

Sama’s annotators, project managers, engineers, and quality analysts undergo specialized training to become experts on your data.

meet your dedicated team

Design a robust data quality strategy, annotation workflow, and model prediction ingestion pipeline.

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Upload your data and model predictions via our API or CLI. Our expert annotators leverage our ML-powered platform to bring you efficiency improvements, and a multi-level quality management process coupled with Auto QA features creates tight feedback loops to catch errors and edge cases early.

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Custom analytics and reporting give you deep insights into your model performance and corrected training data.

delivery and support
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

65K+

Lives impacted to date thanks to our purpose-driven business model

WHY SAMA

Why Choose Sama

Sama delivers not only accurate video annotation, but insights and recommendations via our vertically integrated platform combined with human-in-the-loop experts, all while embracing an ethical AI approach. This is why companies come to us when other video annotation solutions fail.

Enterprise-Strength

No matter how complex your models, we consistently deliver a 99% client acceptance rate as you scale, even with high ambiguity images and edge cases.

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Industry Experience

Sama has over 15 years of experience and our annotators have an average tenure of 2+ years.  Vertically segmented teams provide expertise into industry nuances.

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Ethical AI

As the first AI certified B Corp, Sama has provided economic opportunities for over 65,000 employees from underserved communities.

Read the MIT RCT Study

Data Security

ISO certified delivery centers, a biometric secured platform and our in-house workforce help protect your data from unauthorized access and data corruption from ingestion to delivery.

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RESOURCES

Popular Resources

Learn more about Sama's work with data curation

Supervised Fine-Tuning: How to Choose the Right LLM
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Supervised Fine-Tuning: How to Choose the Right LLM

Large language models (LLMs) have emerged as powerful tools capable of generating human-like text, understanding complex queries, and performing a wide range of language-related tasks. Creating them from scratch however, can be costly and time consuming. Supervised fine-tuning has emerged as a way to take existing LLMs and hone them to a specific task or domain faster.

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Faces of Sama: Erick Vukaya’s Journey from an Untrained Teacher to a Portfolio Lead

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Introducing Sama Red Team: Boosting Safety and Reliability for Generative AI Models

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PODCAST
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StoneX Group Director of Data Science Elettra Damaggio

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