# Quality Assurance for AI Content

> AI content evaluation and quality assurance for LinkedIn. Opik-powered real-time scoring for engagement, brand alignment, readability, and compliance.

Canonical: https://clawli.ai/platform/evaluations

Powered by Opik, ClawLI's evaluation system ensures every piece of AI-generated content meets your quality standards. Real-time scoring across multiple dimensions, engagement potential, brand alignment, readability, and compliance.

## At a glance

- Eval Dimensions: 8+
- Processing: Real-time
- Accuracy: 97.3%

## Capabilities

### Multi-Dimensional Scoring

Content is evaluated across engagement potential, brand voice alignment, readability, originality, compliance, and SEO optimization.

### Real-Time Feedback

Get instant quality scores as content is generated. Agents automatically iterate to improve low-scoring outputs.

### Custom Rubrics

Define your own evaluation criteria and thresholds. Set minimum quality gates that content must pass before publishing.

### Performance Tracking

Track evaluation scores over time to measure AI improvement and identify areas for optimization.

## How it works

1. **Content Generated** — An AI agent produces content based on your strategy and memory context.
2. **Opik Evaluates** — The evaluation engine scores the content across all configured dimensions in real-time.
3. **Quality Gate** — Content that meets your minimum thresholds proceeds. Below-threshold content is flagged or auto-revised.
4. **Continuous Calibration** — Evaluation models are calibrated against actual engagement data to improve prediction accuracy.

## Use cases

- Automated content quality assurance
- Brand compliance enforcement
- AI output improvement tracking
- Content performance prediction
- Team quality benchmarking