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Interview Question & Scorecard Builder

Creates role-specific interview questions and scoring guides from a job description.

All industries · HR

Illustrative example build, not a client case study.

The challenge

Interviews vary by interviewer, questions are reused regardless of the role, and decisions are hard to compare.

Technology

  • ChatGPT / Claude
  • Microsoft Word
  • Excel
  • SharePoint
How it works
  1. 1

    Read the job description

    Key competencies, skills and experience are extracted from the role profile.

  2. 2

    Generate questions

    Behavioural, technical and situational questions are created for each competency.

  3. 3

    Build the scorecard

    A rating guide describes what weak, good and strong answers look like.

  4. 4

    Share with the panel

    Interviewers receive a consistent pack and record scores in one sheet.

Designed to deliver

  • Consistent, fair interviews
  • Better hiring decisions
  • Less preparation time for managers

All industries · Finance

AI-powered Excel productivity

Copilot and AI-assisted Excel techniques, with training, for faster analysis and cleaner workbooks.

Education · Learning & Development

Assignment feedback assistant

AI drafts specific, rubric-based feedback for each submission, which the teacher reviews and personalises.

Textile & Apparel · Finance

Costing sheet assistant

AI builds a draft costing from the tech pack, fabric consumption and rate cards, and highlights assumptions to confirm.

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