Rippletide Eval CLI - AI Agent Hallucination Detection Startup Idea
Problem Definition As AI agents reach production, new quality challenges emerge: Agent Hallucinations: Unlike LLM hallucinations, errors compound in multi-step processes No Runtime Verification: Lack of validation before responses reach users Quality Issues: 89% of organizations adopt observability, 32% cite quality as the main barrier According to the CAIA benchmark, even leading models achieve only 67.4% accuracy in high-stakes environments. Market Analysis Metric Value Organizations with Agent Observability 89% Quality Issues Rate 32% (main barrier) Evaluation Impact 60% reduction in production failures Target Customers: Companies deploying AI agents in production ...