Build the AI Processing Workflow

This section builds the core processing path:

1. Prepare transcript or audio input.
2. Run transcription when audio is used.
3. Analyze the transcript with Amazon Bedrock.
4. Save and validate the coaching report.

For the first successful demo, use transcript input. After that, test audio input with Amazon Transcribe.