Value proposition

How AI and product leaders build smarter, safer models—faster.

What Does Sama Do

Sama gets your AI project to production—and helps you stay there.

Sama is chosen by high-performing GenAI and CV teams across the full AI
development lifecycle, combining expert services with reliable execution that
scales—delivering results, dependable datasets, and continuity even as things change.

Our services cover the full AI lifecycle:

● Data Strategy & Consulting – Aligning data needs to model goals, defining
quality standards, and setting the foundation for faster, more confident
development
● Annotation & Labeling – Using full-time, domain-trained teams with built-in QA to deliver precise, production-ready training data.
○ Annotation Workflows: Validation, Classification, Tagging, Enrichment
○ GenAI Workflows: Prompt Engineering, RAG embedding, Retrieval-Augmented
Generation (RAG), Content Moderation & Filtering...
● Model Evaluation – Scoring, ranking, and validating model outputs through
structured, rubric-based evaluation and human-in-the-loop review

We don’t just deliver data—we embed in your workflows. Our dedicated teams,
integrated QA, and platform support accelerate time-to-quality and give you the control and flexibility needed to iterate with speed and confidence.

AI Data Strategy, Data Annotation & Labeling, GenAI Workflow Optimization, Computer Vision Support, Human-in-the-Loop AI, Model Evaluation & QA, Prompt Engineering, Retrieval-Augmented Generation (RAG), Content Moderation for AI, LLM Output Scoring & Ranking, Search Relevance Optimization, Product Catalog Data Management, Annotation Accuracy at Scale, Domain-Specific Training Data, AI Quality Assurance, ADAS & Autonomous Vehicle Perception, Structured Evaluation Rubrics, Scalable AI Data Operations, Full AI Lifecycle Support, and Embedded AI Data Teams