Dev Update - Feedback, Transcripts, and Continuous Improvement in AI Interview Training

Interview practice is only valuable if learners can reflect, adjust, and improve.

The Pxl-Persona dashboard includes structured transcripts and feedback after every session, allowing both trainers and individuals to move beyond one-off mock interviews and towards continuous development.

Full Interview Transcripts

After completing a live 3D avatar session, users can review a full transcript of the interview.

This transcript includes:

• Each question asked by the avatar

• The user’s responses

• The sequence and structure of the conversation

Having a written record allows learners to:

• Review how clearly they structured answers

• Identify areas where responses drifted off-topic

• Compare sessions over time

Transcripts can also be exported as a PDF, making it easier to store or share as part of a training programme.

Structured Feedback Summaries

Alongside the transcript, the dashboard generates a feedback summary.

This feedback focuses on:

• General strengths

• Areas for improvement

• Suggestions for clearer structure or refinement

The goal is not scoring or ranking. Instead, feedback is designed to support reflection and structured improvement.

For trainers, this provides an additional layer of insight when reviewing multiple learners across a cohort.

Supporting Repeat Practice

One of the limitations of traditional mock interviews is that they are often one-time events.

With Pxl-Persona, learners can:

• Adjust their CV or job description

• Refine their answers

• Update scenario prompts

• Run the same session again

By comparing transcripts across sessions, users can see how their responses evolve over time.

This supports a more practical model of skill development.

Visibility for Trainers

For training providers, session data provides useful visibility without adding administrative burden.

Within the dashboard, trainers can:

• View sessions linked to a scenario

• Monitor usage

• Review transcripts and feedback

This helps trainers guide learners more effectively while maintaining structured oversight.

Moving Towards Continuous Interview Development

The transcript and feedback system is part of a wider goal: enabling interview training that is iterative rather than reactive.

Instead of waiting for a real interview to learn what went wrong, learners can practise repeatedly in a controlled environment and refine their approach before applying for roles.

As the platform evolves, feedback tools will continue to improve based on user needs and training requirements.

Book a Demo

If you would like to explore how transcripts and feedback support structured interview improvement, you can book a demo and see how Pxl-Persona supports continuous job readiness development.