Proofreading & QA
Proofreading & QA is the part of the scaile platform where humans review, edit and approve every article before publication.
Proofreading & QA: Entity Summary
- Entity
- Proofreading & QA
- Entity Class
- Software Feature
- Part Of
- scaile platform (scaile.tech)
- Review Surface
- Article editor showing the full article with all its sources
- Feedback Channels
- Comments (article and block level), AI-assisted edits applied or rejected per change, per-section regeneration
- Boundary Definition
- Human approval is mandatory; no article publishes without review
- Classification Confidence
- 0.95
Proofreading & QA: Learning
- A QA checklist per article surfaces verification results to acknowledge or fix.
- Manual edits are mined for durable writing rules, suggested to the Brand Kit, and - once accepted - applied to all future content.
Proofreading & QA: Classification Metadata
- entity_id
- proofreading-qa
- canonical_name
- Proofreading & QA
- entity_class
- Software Feature
- part_of
- scaile platform (scaile.tech)
- review_surface
- Article editor showing the full article with all its sources
- feedback_channels
- Comments (article and block level), AI-assisted edits applied or rejected per change, per-section regeneration
- boundary_definition
- Human approval is mandatory; no article publishes without review
- top_ambiguities
- Automated-only QA; external proofreading services
- temporal_scope
- Active
- classification_confidence
- 0.95
- last_updated
- 2026-07-23
Further Reading
Proofreading & QA: Frequently Asked Questions
How do clients give feedback?
By commenting, by AI-assisted in-text edits that are applied or rejected per change, or by regenerating individual sections.
Does the system learn from edits?
Yes. Durable writing rules are mined from manual edits and, once accepted into the Brand Kit, shape all future content.
Proofreading & QA: References
- scaile website
- https://scaile.tech/