afoster's sandbox: AI Review

Planned module: AI Review helps content editors assess the quality of their content against custom-defined criteria using AI. Define your own rating systems—such as brand compliance, accessibility standards, or regulatory requirements—and get instant feedback highlighting issues before publishing. This module extends the Context Control Center, pulling your guidelines and policies to evaluate content and surface actionable recommendations.

Features

Customizable Review Criteria
Define your own review rules using the Context Control Center. Create policies with good and bad examples to help the AI understand your standards—whether that's brand voice guidelines, EU regulatory compliance, accessibility requirements, or plain language rules.

Plugin-Based Review System
AI Review uses a plugin architecture that allows different types of reviews (compliance, SEO, tone and voice, accessibility) to coexist. Each plugin defines its own prompts and configurations, making it easy to extend with custom review types specific to your organization.

Quality Scoring and Feedback
Get clear feedback on content quality through configurable UI elements: traffic lights, percentage scores, or pass/fail indicators. Each issue is surfaced with severity levels (high, medium, low) to help prioritize what needs attention.

Exception Handling
Reduce false positives by defining exclusions. When the AI incorrectly flags compliant content, add it as an exception and the feedback adapts accordingly on subsequent reviews.