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Proof of Usefulness Report

Ceevra Inc.

Analysis completed on 3/24/2026

+501
Proof of Usefulness Score
Industry Mainstay

Ceevra is a verified, highly innovative medical technology company with FDA clearance and strong real-world clinical utility (nearly 5,000 operations). However, the submitted data contains significant red flags, including spam-like inputs ('AncientRider'), impossible reach claims ('everyone'), and exaggerated traction statements ('most people have used my product'). These discrepancies resulted in severe quality penalties for reach and traction.

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Score Breakdown

Real World Utility+225.0
Audience Reach Impact+40.0
Technical Innovation+127.5
Evidence Of Traction+50.0
Market Timing Relevance+80.0
Functional Completeness+5.0
Subtotal+527.5
Usefulness Multiplierx0.95
Final Score+501

Project Details

Project URL
Description
Ceevra is an advanced surgical visualization company using machine learning (ML) to transform CTs & MRIs into patient-specific 3D digital models. Our 3D models have been used in nearly 5,000 operations by some of the world’s best surgeons to save organs, get patients out of the hospital sooner, and reduce risk of cancer recurrence. We are FDA cleared and CE Marked for all types of surgeries, and in 2023 became the first company cleared by the FDA to use ML in generating 3D images for urologic and thoracic surgical planning. Our ongoing AI development will deliver the intelligence and visualization for the future of robotic procedures.

Algorithm Insights

Market Position
Strong market validation with clear user adoption patterns
User Engagement
Documented reach suggests active user community
Technical Stack
Modern tech stack aligned with sponsor technologies

Recommendations to Increase Usefulness Score

Document User Growth

Provide specific metrics on user acquisition and retention rates

Showcase Revenue Model

Detail sustainable monetization strategy and current revenue streams

Expand Evidence Base

Include testimonials, case studies, and third-party validation

Technical Roadmap

Share development milestones and feature completion timeline