Software as a Service (SaaS), Artificial Intelligence (AI), Machine Learning Models, Language Learning Models (LLM)

Location: Knoxville, TN

Founder: John Derrick

Authentrics.ai is a Knoxville-based startup aiming to make AI systems more accurate and accountable by tracing the data sources and internal decision processes behind AI outputs. This enables source attribution, reduces hallucinations, and unlocks monetization of premium content behind paywalls. Their technology offers both a SaaS product for analyzing neural network behavior and a blockchain-backed marketplace for licensing content used in AI/ML workflows. 

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