Artificial intelligence is increasingly being used to accelerate regulatory and quality documentation in the medical device industry.
Teams are using AI to generate first drafts of:
• risk management documentation
• design control content
• verification protocols
• clinical evaluation sections
• CAPA investigations
• regulatory strategy summaries
While these tools can significantly improve productivity, AI-generated content may introduce issues that are difficult to detect without expert review, such as:
• fabricated or inaccurate regulatory references
• incorrect interpretation of standards
• unsupported technical claims
• unverifiable literature citations
• incomplete regulatory traceability
• inconsistencies across regulatory documentation
AI Documentation Assurance™ provides independent expert review of AI-generated regulatory documentation to help identify potential issues before the content is incorporated into formal regulatory files or submissions.
Why AI Documentation Requires Independent Assurance
Artificial intelligence can rapidly generate structured documentation, but it does not inherently understand the full regulatory context in which that documentation must operate.
AI-generated outputs may appear credible while containing subtle issues that could affect regulatory defensibility.
Examples may include:
• references to regulatory guidance that does not exist
• misinterpretation of standards requirements
• incomplete linkage between hazards and risk controls
• verification approaches that do not fully address risk controls
• inconsistencies between design documentation and risk management
These types of issues are not always immediately visible but may become apparent during regulatory review, internal audits, or quality system assessments.
AI Documentation Assurance™ introduces an independent expert evaluation layer intended to help organizations identify potential issues within AI-generated regulatory documentation.
Who This Service Is Designed For
This service is intended for organizations that are using AI to assist with regulatory or quality documentation, including:
• MedTech startups generating regulatory documentation with AI assistance
• Small regulatory and quality teams seeking independent expert review
• Digital health and SaMD companies using AI to draft technical documentation
• Organizations preparing documentation for FDA, EU MDR, or other regulatory submissions
If AI is being used to support regulatory documentation workflows, independent expert review may help identify potential risks that automated systems may overlook.
What We Review
AI-generated content associated with regulatory and quality system documentation, including:
• Risk management file sections
• Design inputs and design outputs
• Verification or validation protocols
• CAPA investigations and root cause summaries
• Clinical evaluation drafts or literature summaries
• Regulatory strategy documents
• Technical documentation sections
The service focuses on evaluation and review of AI-generated outputs, rather than preparation or authorship of regulatory documentation.
Documentation Assurance Review Approach
Each engagement applies a structured review approach designed to evaluate AI-generated content from a regulatory perspective.
AI Artifact Screening
Identification of potential AI-generated artifacts such as:
• fabricated regulatory citations
• unsupported technical statements
• generalized or non-specific regulatory reasoning
Regulatory Logic Evaluation
Assessment of whether the documentation demonstrates coherent regulatory reasoning, including:
• hazard and risk traceability
• risk control logic
• alignment with design control expectations
• verification approach consistency
Reference and Citation Review
Where applicable, cited literature, standards, or regulatory references are evaluated to determine whether they appear to exist and reasonably support the associated statements.
Integrated Control Alignment Review
Evaluation of whether the AI-generated documentation appears logically consistent with related regulatory system elements, including:
• risk management activities
• design control processes
• verification and validation planning
• safety or usability considerations
This review helps identify potential inconsistencies that may not be immediately visible in AI-generated documentation.
What You Receive
Each engagement includes an AI Documentation Assurance Report summarizing observations from the review.
The report typically includes:
Scope of Review
Identification of materials reviewed and review boundaries.
• Observations and Potential Issues Identified
Items that may warrant further evaluation or clarification.
• AI Artifact Indicators
Possible hallucinated references or unsupported claims.
• Traceability and Logic Observations
Areas where regulatory reasoning may require clarification or strengthening.
• General Recommendations
Observations intended to assist the client in further evaluating the documentation.
The report provides expert observations and recommendations based on the materials reviewed.
Typical Turnaround
Most document reviews are completed within:
5–7 business days depending on document length, complexity and number of documents in the project scope.
Single Document Review
Appropriate for individual regulatory sections.
$495 – $895
Multi-Document Review Package
For larger documentation sets.
$1,500 – $4,500
Startup Advisory Retainer
Ongoing expert review support for AI-generated regulatory documentation.
$2,000 – $6,000 per month
Important Service Scope
AI Documentation Assurance™ is an independent expert review service intended to provide observations regarding AI-generated regulatory or quality documentation.
The service does not include:
• preparation or authorship of regulatory documents
• regulatory approval determinations
• certification of compliance with regulatory requirements
• confirmation of submission readiness
• regulatory decision-making on behalf of the client
Reviews are based solely on the materials provided for evaluation.
Clients remain responsible for all regulatory documentation, regulatory submissions, and compliance determinations.
Request an AI Documentation Assurance Review
Organizations using AI to assist with regulatory documentation may benefit from independent expert review to help identify potential issues prior to regulatory submission or internal approval.
To inquire about AI Documentation Assurance™ services, contact DocuRegs.
DocuRegs — Bringing Regulatory, Quality, and Engineering Through Integrated Control.
