Move beyond crowdsourcing
Niche expertise to power high-quality input and output
Elevate your models with auditable, high-fidelity data annotation and evaluation powered by verified academic scholars.
The foremost expertise for AI validation.
Precision Job Definition
The most complex data requires the most structured feedback.
- Define Artifacts & Feedback: Create custom jobs articulating the precise types of artifacts (text, images, audio, video) and the structured feedback requested (bounding boxes, open-ended analysis, scalar ratings).
- Dynamic Credential Matching: Specify the desired verified credentials needed for each job. Only scholars who meet the criteria can accept, ensuring expertise matches complexity.
Vetted Network Integrity
The standard for quality assurance in AI training data.
- Verification and Vetting: We verify educational credentials against primary sources and conduct identity verification for every scholar eligible for SDS.
- Enhanced Security Options: For high-stakes or regulated projects, optional biometric identity matching can be required before each job session for maximum data security.
Auditable Output & API Integration
Seamless deployment and unparalleled data provenance.
- Credential-Linked Output: Scholar responses are delivered alongside the verified academic credentials used for eligibility for that specific job, creating a clear, auditable provenance trail for every data point.
- Enterprise API Access: Interact with all data streams, job definitions, and verified outputs via our secure, high-throughput API or through our managed interface.
Beyond Crowdsourcing
New Standard for Data Provenance
Traditional data annotation often relies on anonymous crowd workers, leading to low quality and zero accountability. Scholar Data Services replaces this ambiguity with absolute clarity. Our scholars are credentialed experts, and their input is a verifiable asset. This rigorous process is essential for compliance and accuracy in fields like medical AI, legal tech, and deep scientific research.
NotedSource Scholar Data Services
Annotation with Academic Rigor
Scholar Data Services is engineered for high-stakes projects: training medical diagnostics, evaluating LLM bias in legal documents, or validating complex scientific hypotheses. When data quality cannot be compromised, we deliver the expertise required.
Trusted by the most curious of companies.
Secure Your Expertise Pipeline
Ready to integrate the highest caliber of human intelligence into your AI workflow? Our enterprise team is ready to scope your project.