Standard crowd-sourcing cannot evaluate frontier intelligence. Acadify provides instant, on-demand access to a heavily vetted, globally distributed network of PhDs, Security Engineers, and domain experts.
We strictly segment our talent pool. You never get a generalist reviewing advanced theoretical concepts.
Senior software developers sourced from FAANG and high-frequency trading firms. Capable of generating verifiable fixes for complex SWE-bench evaluations.
Graduate-level researchers spanning quantum physics, synthetic biology, and advanced mathematics for GPQA verification and reasoning traces.
Practicing attorneys and medical professionals utilizing domain-specific expertise to evaluate high-stakes RAG pipelines and hallucination risks.
Offensive security researchers specializing in latent space probing, sophisticated jailbreaks, and PII extraction techniques.
With an acceptance rate under 4%, our pipeline ensures that only the most capable, reliable, and secure professionals touch your proprietary data.
Security Note: All Acadify SMEs are contractually bound by strict NDAs and operate within sandboxed remote-desktop environments when interacting with client APIs.
Strict background checks and verification of academic degrees, professional certifications, and employment history.
Candidates must complete a rigorous, timed evaluation specific to their discipline, graded by existing Senior SMEs in the network.
A probationary period where new evaluators perform 'shadow evaluations' that are double-blind tested against established gold-standard data.
Common questions regarding our SME network and deployment logistics.
Stop bottlenecking your AI development on internal capacity. Scale your evaluation and training data generation instantly with Acadify's verified SME network.