Aquila: Multi-Dimensional Quality Scoring

A beautiful image of a hospital atrium with geometric shadows on the ground. This is an example of Novel Koncept's photography capabilities for hospitals.
This is a modern and stylish hospital atrium that is very welcoming to patients. This is an example of Novel Koncept's photography capabilities for hospitals.

The fear of publishing bad content is the biggest barrier to AI adoption in professional services. Aquila eliminates it. Seven scoring dimensions, minimum thresholds, and automated revision loops ensure every article meets the standard your reputation demands.

7-Dimension Quality Scoring

Every article evaluated across seven dimensions before it reaches you: expertise depth, voice consistency, audience relevance, strategic alignment, SEO/AEO optimization, readability, and factual accuracy. Each dimension has a minimum threshold. Articles that don't clear all seven go back through automated revision loops. No piece reaches your desk until every dimension passes.

Automated Revision Loops

When an article falls short on any dimension, it doesn't get flagged for manual fixing. The system routes it back through the relevant specialist agents for targeted revision. Voice drift gets corrected by the voice agent. Weak evidence gets strengthened by the research agent. The loop continues until all thresholds are met.

Reader Experience Mapping

Quality isn't just about accuracy. The Empathy Agent maps reader emotional states at each stage of the article, ensuring content meets people where they are: acknowledging the problem, quantifying impact, validating emotional reality, then building toward solutions with authentic authority. Content that's technically correct but emotionally flat doesn't pass.

The Swap Test

The ultimate quality proof: take a Novel Koncept article and any other AI-generated article. Remove the bylines. You'll know which is which. That's not a marketing claim. It's the measurable outcome of Voice DNA extraction, specialist-agent drafting, and multi-dimensional quality scoring working together across every piece.