Start Workflow

Initialize translation workflow

Input: Text + Target Language (es)

Model: GPT-4o-mini

Initial Translation

Generate first translation

Translate text preserving tone and cultural nuances

Step 1 • Fast model

Evaluate Quality

Assess translation quality

Check: Quality Score, Tone, Nuance, Cultural Accuracy, Issues

Model: GPT-4o

Quality Check

Meets quality threshold?

Score ≥ 8 && Tone ✓ && Nuance ✓ && Cultural ✓

Max iterations: 3

Optimize Translation

Improve based on feedback

Apply suggestions and fix specific issues

Model: GPT-4o

Complete

Workflow finished

Final translation meets all quality criteria

Status: Success

Iterative quality improvement loop

TranslationAI Evaluation