| Context Assembly | The system gathers the finding’s cited evidence, the criterion definition, evidence requirements, framework-specific language, and related findings to build a comprehensive prompt context. |
| Prompt Rendering | A template is selected based on the criterion type and rendered with the user’s tone and length preferences. |
| LLM Streaming | Azure OpenAI GPT-4o generates the draft content with streaming output so you see it being written. |
| Confidence Scoring | Each field in the output gets a confidence score indicating how well-supported the draft is by the evidence. |
| User Review | You can accept the draft as-is, revise it manually, or regenerate with different parameters. |