AI-assisted interview preparation and career practice

Panor’s AI Job Assistant helps candidates organise a job search, prepare for interviews, and turn their own experience into clearer answers. Use it as a structured practice space before a real conversation with a recruiter or hiring manager—not as a substitute for independent research, professional advice, or a guarantee of an outcome.

Prepare for the role you want

Choose a target role, paste a job description, and focus your preparation on the skills and responsibilities that appear in that opening. The assistant can help you outline STAR-style examples, identify questions worth researching, and rehearse a concise explanation of your work. You can then refine your wording so it remains accurate to your own experience.

Practice with useful structure

• Role-specific interview prompts for technical, product, data, design, and management careers
• Resume and project-story review focused on clarity, evidence, and relevance
• Mock-answer practice with follow-up questions and improvement suggestions
• Career-planning exercises that help break a broad search into practical next steps

For deeper, role-specific reading, visit the tech interview preparation guides. Your best preparation is still truthful: verify company information, tailor every application, and use the tool to communicate your real work with confidence.