LLM-powered applications are moving to production faster than security practices can keep up. We built an end-to-end TARA tool — based on our paper ‘Invitation Is All You Need’ — that enables security teams to assess the risk LLM applications pose to end users, covering impact assessment across four categories, practicality scoring across six factors, risk matrix generation, and residual risk evaluation after mitigations.