Data Services for
Leading Enterprises
Data Services for
Leading Enterprises
Over 35 Fortunate 500 enterprises rely on Sahara AI to label and curate high quality data to accelerate AI development at scale.
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Trusted by Leading Tech Innovators and Research Institutions
Curated Global Talent
Modality Coverage
Value Alignment
Proven Results
01
Access a Curated Global Talent Pool
Global network of over 200,000 expert knowledge contributors across 35+ countries and 45+ languages.
Access domain-specific expertise—from PhD-level mathematics to DeFi specialists and creative content contributors.
Curated Global Talent
Modality Coverage
Value Alignment
Proven Results
01
Access a Curated Global Talent Pool
Global network of over 200,000 expert knowledge contributors across 35+ countries and 45+ languages.
Access domain-specific expertise—from PhD-level mathematics to DeFi specialists and creative content contributors.
Curated Global Talent
Modality Coverage
Value Alignment
Proven Results
01
Access a Curated Global Talent Pool
Global network of over 200,000 expert knowledge contributors across 35+ countries and 45+ languages.
Access domain-specific expertise—from PhD-level mathematics to DeFi specialists and creative content contributors.
Automation
Balancing Automation and Human Expertise
Every project is different. Some tasks are best handled by automation, others need human expertise. Sahara AI combines both—using AI for speed and experts for complex cases—so you get high-quality data at scale without losing accuracy or context.
Every project is different. Some tasks are best handled by automation, others need human expertise. Sahara AI combines both—using AI for speed and experts for complex cases—so you get high-quality data at scale without losing accuracy or context.
Every project is different. Some tasks are best handled by automation, others need human expertise. Sahara AI combines both—using AI for speed and experts for complex cases—so you get high-quality data at scale without losing accuracy or context.
Features
Multi-Layer Quality Assurance
Multi-Layer Quality Assurance
Our QA pipeline blends automation, peer validation, and human expert review:
Our QA pipeline blends automation, peer validation, and human expert review:
Our QA pipeline blends automation, peer validation, and human expert review:
Pre-Task Qualification
Pre-Task Qualification
Domain-specific quizzes to verify annotator readiness. Only data annotators who pass can work on your project
Domain-specific quizzes to verify annotator readiness. Only data annotators who pass can work on your project
Automated Quality Screening
Automated Quality Screening
ML-based filters remove duplicate, incomplete, or malformed submissions
ML-based filters remove duplicate, incomplete, or malformed submissions
Dedicated Peer Review
Dedicated Peer Review
Multiple annotators validate each submission; majority consensus required for acceptance
Multiple annotators validate each submission; majority consensus required for acceptance
In-House Expert QA
In-House Expert QA
Randomized sampling reviewed by Sahara’s internal specialists to measure drift, bias, and systemic errors
Randomized sampling reviewed by Sahara’s internal specialists to measure drift, bias, and systemic errors
Honey Pot Tests
Honey Pot Tests
Domain-specific quizzes to verify annotator readiness. Only data annotators who pass can work on your project
Domain-specific quizzes to verify annotator readiness. Only data annotators who pass can work on your project
Case Studies
Enterprise Guide to Sahara AI Data Services
Enterprise Guide to Sahara AI Data Services
Get the complete overview of Sahara AI’s enterprise data services, including features, workflows, and real-world results in one easy-to-read document.
Get the complete overview of Sahara AI’s enterprise data services, including features, workflows, and real-world results in one easy-to-read document.
Get the complete overview of Sahara AI’s enterprise data services, including features, workflows, and real-world results in one easy-to-read document.
Multimedia Classification
Identifying whether a task involves a certain type of reasoning for a dataset of multimedia questions.
Multimedia Classification
Identifying whether a task involves a certain type of reasoning for a dataset of multimedia questions.
Multimedia Classification
Identifying whether a task involves a certain type of reasoning for a dataset of multimedia questions.
Conversational Data Collection
Conversational role-play data between US native college students, encompassing both natural language and multimedia.
Conversational Data Collection
Conversational role-play data between US native college students, encompassing both natural language and multimedia.
Conversational Data Collection
Conversational role-play data between US native college students, encompassing both natural language and multimedia.
Audio Transcript Enrichment
Enriching audio transcripts with precise details on voice tonality, emotions, noises as well as making minor
Audio Transcript Enrichment
Enriching audio transcripts with precise details on voice tonality, emotions, noises as well as making minor
Audio Transcript Enrichment
Enriching audio transcripts with precise details on voice tonality, emotions, noises as well as making minor
RLHF for LLMS
Evaluation of AI assistant responses for edge cases that require a detailed analysis and understanding of the instructions.
RLHF for LLMS
Evaluation of AI assistant responses for edge cases that require a detailed analysis and understanding of the instructions.
RLHF for LLMS
Evaluation of AI assistant responses for edge cases that require a detailed analysis and understanding of the instructions.
E-Com Chatbot
Comprehensive product summaries and accurate responses to product inquiries, surpassing ChatGPT’s performance.
E-Com Chatbot
Comprehensive product summaries and accurate responses to product inquiries, surpassing ChatGPT’s performance.
E-Com Chatbot
Comprehensive product summaries and accurate responses to product inquiries, surpassing ChatGPT’s performance.
Text to Video Prompts
Writing natural language descriptions in customized formats with details on style and camera angles for video clips.
Text to Video Prompts
Writing natural language descriptions in customized formats with details on style and camera angles for video clips.
Text to Video Prompts
Writing natural language descriptions in customized formats with details on style and camera angles for video clips.
Reach out anytime
Accelerate Your AI Development with Proven Data Services
From sourcing to labeling,
we deliver the data your AI needs, quickly, reliably, and at scale.
Book a Demo
Reach out anytime
Accelerate Your AI Development with Proven Data Services
From sourcing to labeling,
we deliver the data your AI needs, quickly, reliably, and at scale.
Book a Demo
Reach out anytime
Accelerate Your AI Development with Proven Data Services
From sourcing to labeling,
we deliver the data your AI needs, quickly, reliably, and at scale.
Book a Demo