About AccelaStudy ACES
We’re building a world where hiring decisions are based on demonstrated competence, not self-reported claims.
Our Mission
Replace Self-Reported Skills with Verified Proficiency
Technical hiring is broken. Every resume says “Expert.” No resume proves it. We built ACES to give recruiters a signal they can trust and give candidates a way to prove what they actually know — objectively, continuously, and with full anti-gaming protection.
Technology
Built on the AccelaStudy AI Engine
ACES profiles are generated by the same patented adaptive intelligence engine that powers all AccelaStudy AI products. Every data point is earned through genuine study.
Adaptive Intelligence
A knowledge graph of 300–400 nodes per domain, connected by prerequisite and contrast edges. The engine adapts question difficulty in real time.
ELO Rating System
Bayesian ELO with per-node proficiency tracking. Your tier reflects aggregate mastery, not a single test score.
Anti-Gaming
Four layers: response time analysis, oral coherence checks, cross-session correlation, and behavioral fingerprinting.
Continuous Measurement
Proficiency is measured across multiple sessions over time. No one-shot quizzes. Cramming artifacts are detected and filtered.
Contrastive Validation
Every knowledge fragment is validated through NLI, adversarial LLM challenges, and tribunal repair. The content itself is trustworthy.
Patent Protected
The AccelaStudy AI engine is protected by a comprehensive patent portfolio covering adaptive intelligence, knowledge synthesis, and skill verification.
Leadership
Built by Renkara Media Group
A technologist and inventor with deep expertise in adaptive systems, distributed computing, and enterprise software architecture. Charles founded Renkara Media Group to build a fundamentally different approach to learning — one grounded in mathematical rigor rather than educational convention. The AccelaStudy AI platform is protected by patented technology spanning adaptive intelligence, knowledge synthesis, predictive analytics, and federated data sovereignty.
Contact
Get in Touch
Questions about ACES for your recruiting team? Interested in the Enterprise plan? We’d love to hear from you.