CONTENT QUALITY CONTROL (CQC)
  • Home
  • Brand Protection
    • Brand Content Protection
    • CQC Framework®
    • CQC Common Errors Monitor
    • CQC Specialist
  • Services
  • Acquisition Opportunity
  • About
  • CQC Mission, Vision & Values
  • Assess Your Risk

Assess Your Risk

Picture
Click below the assessment to access your report.

Can Your Content Review Continue to Hold Up?

AI-generated content has become integrated into workflows at breakneck speed. Content teams work hard to manage the output. However, even the most talented teams can have blind spots that leave content, and therefore their organizations, at risk. Take the ​​CQC Capability Domain Assessment to gain insight into your content review maturity level, then click below to get your report. 

Take the CQC Capability Domain Assessment Now


Answer "yes" or "no" to each question and be sure to assess all four domains. Otherwise you may overestimate your risk coverage. 
CAPABILITY DOMAIN 1.0
​Role Clarity and Empowerment
  1. Do your team members share a consistent understanding of what “edit,” “proofread,” or “review” entail—and the level of rigor required?
  2. ​Are reviewers equipped with education and tools to identify nuanced content risks related to bias, validity, accessibility and influence?
CAPABILITY DOMAIN 2.0
AI Readiness and Adaptation
  1. Has your team been trained to critically review AI-generated content (e.g., hallucinations, hidden bias, unverified claims)?
  2. Are there clear protocols or written guidelines for identifying risks in content created or assisted by AI?
CAPABILITY DOMAIN 3.0
Process and Accountability
  1. Beyond brand or editorial guidelines, does your team use tools and a structured process to ensure consistent quality control?
  2. Are recurring content mistakes documented, tracked and shared to prevent repeat errors?​
CAPABILITY DOMAIN 4.0
Visibility and Oversight
  1. Can leaders see evidence that content risks are being addressed through a structured quality control process?
  2. Are you able to provide leadership with data that shows where and what kind of content risks exist, and how they are being addressed?

Access Your Report

0-2 "No" Responses
3-5 "No" Responses
6+ "No" Responses
Services
Content Oversight & Brand Content Protection
Consulting & Enterprise Solutions
Insights & Capabilities
Assess Your Risk
ACQUISITION OPPORTUNITY
About
​CQC Mission, Vision & Values
Maren Dale LinkedIn Profile


Content Quality Control (CQC)
What Is CQC?
CQC Content Evaluation Framework
®
CQC Common Errors Monitor
CQC Specialist
Get in Touch
Email: [email protected]

CQC Editorial + Advisory specializes in content oversight, development and repurposing, along with brand content protection. 
Picture
Content Quality Control (CQC) is a proprietary human-led, tool-based content review system focused on identifying and removing errors that can occur in both human-driven and AI-assisted content.
© 2025-26 Content Quality Control, CQC Editorial + Advisory and M.J. Dale Communications, LLC. All rights reserved. Content Quality Control (CQC) is a proprietary, structured system provided as a service designed to help identify and reduce risk within content—it is not a legal, regulatory, or compliance review. The CQC system, its methodology, and brand protection tools are the exclusive intellectual property of M.J. Dale Communications, LLC. The CQC Content Evaluation Framework is a registered trademark. While designed to help identify content errors, M.J. Dale Communications, LLC does not warrant that every issue will be identified or resolved.
  • Home
  • Brand Protection
    • Brand Content Protection
    • CQC Framework®
    • CQC Common Errors Monitor
    • CQC Specialist
  • Services
  • Acquisition Opportunity
  • About
  • CQC Mission, Vision & Values
  • Assess Your Risk