Streamline & Strengthen Your Next 510(k) Submission Review

Meet RookAI, our new AI-powered review tool designed specifically to support 510(k)/eSTAR submission preparation.

RookAI: AI-Powered, Expert Approved.

RookAI is an AI-driven review solution built specifically to support 510(k)/eSTAR submission preparation, with every output validated by Rook’s regulatory experts.

Upload and review the full eSTAR package
Identify completeness and adequacy gaps
Receive expert-reviewed, submission-ready recommendations

The Challenge:

510(k) Reviews Are Complex, Time-Consuming, and Resource-Heavy

Preparing a 510(k)/eSTAR submission requires:

Extensive manual review across large, complex files
Multiple checks for completeness, adequacy, and alignment
Consistency across reviewers and programs
Deep familiarity with FDA submission expectations

As submission complexity grows, even seasoned teams see increased reviewer fatigue, inconsistent reviews, delayed timelines, and a higher risk of FDA questions.

RookAI addresses these challenges while preserving expert judgment.

A Hybrid AI + Expert Review Solution

For 510(k) / eSTAR Submissions

RookAI Delivers:

AI-powered identification of completeness and adequacy gaps
Review of the entire eSTAR submission, not individual PDFs
Expert-validated findings aligned with FDA expectations
A structured, submission-ready review output

This tool is not AI replacing reviewers.

This is AI accelerating the process while experts ensure accuracy and regulatory relevance.

On-Demand Webinar

Exclusive First Look at RookAI

RookAI is redefining how 510(k)/eSTAR reviews are done — fast, consistent, and expert-backed. Watch our latest webinar to explore the workflow firsthand.

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Submission Review Capabilities

Clear, actionable insights designed to strengthen your submission before FDA review.

Full eSTAR package upload and analysis
Completeness checks against FDA submission expectations
Adequacy evaluation of claims, testing, and rationale
Identification of gaps or weak areas
Expert-reviewed recommendations to strengthen submissions

_{Additional use cases may be introduced in the future. Today, RookAI is focused exclusively on 510(k)/eSTAR readiness.}

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The RookAI Review Workflow

How RookAI is Set to Transform the 510(k) Review Process

Hybrid AI + Expert Oversight

AI accelerates review. Rook experts ensure accuracy, context, and regulatory judgment.

Full eSTAR Review

RookAI evaluates the complete submission, providing a comprehensive view of readiness.

Consistent, Repeatable Results

Reduced variability across reviewers and programs.

Built for FDA Expectations

Designed specifically around 510(k)/eSTAR structure and review needs.

Trusted Final Check

Every output is reviewed by a regulatory specialist before delivery.

Use Cases

Where Teams Use RookAI Today

Pre-Submission Readiness Review

Identify gaps before FDA submission.

Final Review Check

An expert-validated last step prior to submission.

Submission Consistency Across Teams

Standardize review quality across products and reviewers.

Final Review Check Before Submission

Your last stop before FDA — expert-reviewed and validated.

Ideal For:

Regulatory Affairs teams
Quality Engineers and Managers
MedTech startups preparing first submissions
Established companies submitting multiple 510(k)s
Teams navigating new eSTAR requirements
Anyone seeking faster, more reliable review workflows

Talk with a Rook Expert

Frequently asked questions

Is RookAI self-service?

Not yet. At this stage, all uploads and final reviews are handled by Rook experts to maintain accuracy and quality.

What file types does RookAI support?

The tool is currently intended to review 510(k) submissions, supporting the review of full eSTAR packages. We do plan to expand use cases in the near future.

Does RookAI replace consultants or internal reviewers?

No — it enhances their efficiency and accuracy. RookAI is built to complement, not replace, expert judgment.

How long does a review take?

Turnaround times are faster than traditional manual reviews. Timelines vary based on submission size.

Is my data secure?

Yes. All files are handled using secure processes aligned with MedTech data protection expectations.

The future of regulatory review is hybrid: AI-powered, expert-approved.

Learn more about RookAI and discuss how it fits into your upcoming submission.