Scale vs SourceGeek

The agent recruits, you manage talent

SpecialistStreamlines computer vision dataset annotation and model training, but is less suited for general LLM text tasks.

Focuses heavily on enterprise data labeling and training data curation, similar to Scale's core annotation business.

AI-powered ATS + CRM that runs the entire recruitment desk in one place

The AI-native ATS that replaces your entire recruiting stack

AI recruitment software that unites ATS, CRM and automated candidate screening

Provides enterprise multimodal annotation and data management tools, but with less emphasis on managed labeling workforces.

AI-powered applicant tracking that takes hiring from source to hire in one workspace.

Autonomous hiring powered by agentic AI

SpecialistTrack, evaluate, and ship AI models and agents in one connected environment.

Juicebox is an AI recruiting platform that turns plain-language hiring briefs into ranked candidate lists, then helps recruiters reach out, sequence, and track replies.

SpecialistFocuses on post-deployment LLM observability and evaluation rather than training data generation or annotation.