technical understanding, and AI safety. The platform uses a dual-track architecture — one AI model manages the conversation while a second silently evaluates every response in real-time — followed by a calibration pass that corrects for turn-by-turn scoring biases. Employers receive comparable, evidence-based AI readiness scores across their teams, while candidates get a personalised report with their AI persona profile, strengths, gaps, and a coaching plan to improve.