Four fresh funding rounds under the microscope. Symbiotic Security raised $10M to automatically patch vulnerabilities in AI-generated code — their real moat is a security R&D team running an arms race with hackers, not the model itself. MINE raised $14M to bring conversational finance to Gen Z, but the unit economics of targeting low-ARPU users in a commoditized category are a tough climb. PraxisPro took $6M from AlleyCorp to train pharma sales reps with AI roleplay and call analysis — conservative use of AI in a domain where generic tools fail, and probably the strongest risk-adjusted bet in this batch. And Bolna raised $6.3M from General Catalyst to build India-specific voice agents for call centers, where the multilingual ASR problem is genuinely hard and the fast-iteration regulatory environment gives them an edge that European competitors don't have.