SAMA VALIDATE

Managed Service Data Validation Solution

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

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40% of FAANG companies trust Sama to deliver industry-leading data that powers AI

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

92%

2024 Customer Satisfaction (CSAT) score and an NPS of 64

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

The Art of Data Curation: A Case Study with Valohai
BLOG
5
MIN READ

The Art of Data Curation: A Case Study with Valohai

At Sama, we’ve developed tools that streamline this data curation process, ensuring every selected data sample aligns with your goals. Given the need for rapid experimentation and frequent configuration adjustments in our data curation pipeline - typically handled by an ML Applied Scientist - we leverage the Valohai platform to boost efficiency and reduce costs, all without requiring DevOps support.

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PODCAST
28
MIN LISTEN

Block Developer Advocate Rizel Scarlett

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5
MIN READ

Garbage In, Garbage Out: Why Data Accuracy Matters for AI Models

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4
MIN READ

Sama’s Near-term Carbon Emissions Reduction Targets Have Been Validated by the SBTi

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