Esnad connects verified domain experts — linguists, engineers, clinicians, analysts — with the AI projects that need their judgment. Every contribution is traceable, and every expert is accounted for.
Get matched to paid AI projects in your field — remote, flexible, and rewarded for the quality of your judgment, not just your hours.
Tell us your use case and quality bar. We assemble a verified team of specialists and deliver structured data on your schedule.
From raw collection to model alignment, every task goes to someone qualified to do it.
Custom datasets — prompts, recordings, images, and field data — gathered by the right people, to your exact spec.
Classification, transcription, segmentation, and entity tagging by annotators who actually know the domain.
Prompts, responses, and dialogue written by subject-matter experts for supervised fine-tuning.
Preference ranking, red-teaming, and instruction tuning from reviewers whose judgment you can trust.
Specialists benchmark accuracy, safety, and helpfulness in their own field before you ship.
Deduplication, validation, and multi-pass review that turn raw output into reliable training sets.
In Arabic, Esnad (isnād) is the chain of attribution — the traceable line of people back to a trusted source that lets a claim be verified rather than simply taken on faith.
We build the same chain for AI: every piece of data is linked to a verified expert, and every expert is linked to work that fits them. That is where experts meet opportunities.
Experts join with their field, languages, and credentials. We verify every one.
We pair each project with the specialists its data actually needs.
Multi-pass review and gold-set checks keep every contribution measurable.
Strong work earns more projects, higher tiers, and long-term teams.
NLP, prompts, dialogue, intent
Detection, segmentation, OCR
Tracking, events, action labels
Transcription, diarization, TTS
Many languages & dialects
LiDAR, maps, 3D point clouds
Every contributor is vetted for their field and language before they touch your data.
Consensus labeling, gold-set checks, and a record of who did what — the chain behind every label.
GDPR-ready workflows, access controls, and full data provenance on every project.
Bring your expertise, or bring your project. We'll build the chain between them.