> ## Documentation Index
> Fetch the complete documentation index at: https://docs.exoid.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# June 17, 2026

> Numeric questions accept minimum, maximum, and decimal values, valid, invalid, and unqualified responses live in the same workflow, and AI Report moves to a phased generation pipeline.

## Improvements

### Numeric questions with minimum, maximum, and decimal values

Numeric [questions](/en/builder/question-types) now support minimum values, maximum values, and decimal numbers, making them suitable for prices, quantities, amounts, and ratings. Respondents get clearer validation during completion, which reduces invalid submissions.

### Unified management of valid, invalid, and unqualified responses

Valid, invalid, and unqualified [responses](/en/analyze/responses) are reviewed and filtered within the same workflow, without navigating between separate sections.

### New AI Report generation pipeline

[AI Report](/en/analyze/ai-report) generation now runs in separate phases that distinguish data analysis, report writing, and executive summary generation, improving content consistency and reducing duplicated sections or incomplete reports.

### More reliable report generation

Additional safeguards during automatic report writing let the AI update the expected sections without modifying unrelated content or altering the overall structure of the document.

### Clearer controls during survey completion

The changes to numeric validations, quotas, and link management also apply during completion: validations are more consistent and feedback messages clearer, reducing errors and interruptions in the survey flow.

## Fixes

### Improved survey version management

Several visual and usability issues in the survey versioning modal have been fixed, making it easier to review, compare, and restore previous versions in projects with multiple revisions or complex survey structures.

### Stability and interface improvements

Resolved several stability and interface issues affecting survey management, responses, and version handling, reducing inconsistent behavior and improving information visibility.


## Related topics

- [What's new](/en/whats-new.md)
- [June 4, 2026](/en/whats-new/2026-06-04.md)
- [June 23, 2026](/en/whats-new/2026-06-23.md)