Sourcebae
Sourcebae is an AI-powered expert platform that provides on-demand domain experts to AI labs and enterprises for model training, evaluation, and technical hiring.
What's the difference between RLHF and RLAIF?
“RLHF = Reinforcement Learning from Human Feedback (humans pick preferences). RLAIF = Reinforcement Learning from AI Feedback (AI picks, humans verify). RLHF is the gold standard for expertise-dependent domains (medical, legal). RLAIF is faster for generalist tasks.”
View in the company profileHow quickly can you onboard experts?
“We have a pre-vetted network of 5K+ verified professionals. Typical timeline: Day 1–2 rubric design, Day 3 expert onboarding, Day 4 calibration, Day 5 production begins. So 5 days from kickoff to production annotation. (Internal hiring: 2–3 months.)”
View in the company profileWhat industries/domains do you support?
“We have verified experts across 15+ domains: medical (all specialties), legal (corporate, regulatory, IP, litigation), finance & accounting, software engineering, robotics & autonomous, and 10+ others.”
View in the company profileCan you handle multilingual RLHF?
“Yes. We have native-speaker domain experts across 10+ languages. Example: Spanish-speaking physicians for Spanish medical RLHF.”
View in the company profileHow is data secured?
“SOC 2 Type II compliant. HIPAA-ready. GDPR compliant. Zero-trust architecture. Encryption at rest & in transit. No data sharing for model training.”
View in the company profileWhat's the cost structure?
“Three models: per-pair pricing (good for 5K–20K pairs), retainer (ongoing RLHF needs), and custom (large deployments of 100K+ pairs).”
View in the company profileWhat if we need a domain you haven't worked with?
“Rare, but we can source specialists. Timeline: 2–4 weeks to vet & onboard. Examples: aerospace engineering, quantum computing, rare medical subspecialties.”
View in the company profile