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What is the Sama Platform

Updated at October 1st, 2025

Welcome to Sama, a purpose-built, full-cycle data annotation and validation platform that powers AI models with high-quality ground truth data.

Sama blends cutting-edge automation with human expertise to support every step of your dataset workflow. From preparation through delivery, while driving speed, accuracy, and transparency.

Key Capabilities: From Raw Data to Model-Ready

Here’s how Sama empowers you across the entire annotation lifecycle:

Stage What Sama Offers
Data Preparation Clean, filter, and normalize raw inputs before they enter the annotation pipeline
Task Queueing & Prioritization Organize and prioritize labeling tasks based on your project goals or model performance metrics
Task Management & Distribution Efficiently route work to qualified annotators, monitor progress, and handle task reassignments
Annotation Tools & Assisted Labeling Use advanced tooling (bounding boxes, segmentation, keypoints, ML-assisted suggestions) to accelerate annotation
Quality Control & Auditing Combine automated checks, calibration phases, and human review layers to maintain data quality
Post-processing Refine, validate, or augment labels before final delivery
Delivery & Integration Export annotated data in your preferred formats and integrate seamlessly into model pipelines

What Makes Sama Stand Out

  • Human + Automation Optimization: Algorithms assist with high-frequency labeling, while expert annotators handle edge cases and QA.
  • Enterprise-Grade Infrastructure: Features like SamaHub for collaboration, SamaIQ for data insights, and robust APIs.
  • Quality You Can Trust: Industry-leading quality guarantees, often achieving 99%+ acceptance rates.
  • Ethical & Impact-Driven: A certified B Corporation committed to fair labor and social impact.
  • Scalable & Flexible: From small pilots to massive datasets, Sama grows with your needs.

 

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Key Capabilities: From Raw Data to Model-Ready What Makes Sama Stand Out

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