Sourcebae

O que é Sourcebae?

Sourcebae connects AI teams with domain experts and provides a platform for producing training data, human feedback, and model evaluations. Its workflows cover supervised fine-tuning, RLHF preference labeling, multimodal annotation, red teaming, and specialist evaluation.

Companies scope tasks with Sourcebae and monitor managed production through quality and progress dashboards. Experts create profiles, undergo skills assessment, and work on matched projects using annotation and project tools. AI supports screening, matching, and annotation; people remain responsible for hiring, engagement, and evaluation decisions.

O que Sourcebae pode fazer?

Expert assessment and matching

SAIRA supports skills assessment and matching by domain, specialization, and calibration results, alongside human credential checks.

Annotation workspace

Experts work with task queues, annotation tools, project-manager feedback, quality scoring, and an earnings dashboard.

Preference-data production

Teams define evaluation rubrics, calibrate reviewers, collect response comparisons, and resolve disagreements before delivery.

Production visibility

Dashboards track throughput, agreement between annotators, rejection rates, and task costs by domain.

Evaluation and monitoring

Domain experts assess model or agent outputs, identify failure modes, and review quality drift through managed evaluation workflows.

Casos de uso

“Specialist model development”

Use medical, legal, engineering, financial, or language expertise to create training examples and judge model responses.

“RLHF and safety testing”

Produce preference datasets or organize adversarial reviews for models that need domain-specific human judgment.

“Remote expert work”

Create one professional profile and apply for annotation, evaluation, red-teaming, and human-feedback projects.

Perguntas frequentes

How do companies start?

Request a sample task or scoping discussion. Sourcebae works with the team on task schemas, evaluation rubrics, required expertise, and production requirements.

How is RLHF work priced and delivered?

RLHF engagements can use per-pair, retainer, or custom pricing. Preference datasets are available in JSON or CSV with metadata; the scope and delivery requirements are agreed for the engagement.

Is expert registration free?

Expert applications are free and applicants must be at least 18. Applicants provide qualifications and availability for assessment and matching. Registration does not guarantee work; payments for completed work are processed weekly through direct deposit or PayPal.

How is project data handled?

For enterprise client datasets, Sourcebae acts under client instructions and the applicable data-processing agreement. Candidate profiles and assessment outputs are processed for matching and can be shared with clients; final engagement decisions remain human-controlled.