Proof of Usefulness Report

Tilebio Ltd.

Analysis completed on 3/11/2026

+43

Proof of Usefulness Score

You're In Business

Tilebio Ltd. proposes a highly innovative and useful AI technology for cancer diagnostics, anchored in reputable research institutions. However, the submission's claims regarding traction and audience reach ('most people have used my product', 'everyone') are extremely exaggerated and unsupported for a 2024 startup with a 6-person team. As a result, despite high marks for technical innovation and potential real-world utility, the lack of verifiable traction and poor response quality on metric fields severely limits the overall score.

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Score Breakdown

Real World Utility+22.5

Audience Reach Impact+1.0

Technical Innovation+12.75

Evidence Of Traction+0.625

Market Timing Relevance+8.0

Functional Completeness+0.75

Subtotal+45.625

Usefulness Multiplierx0.95

Final Score+43

Project Details

Project URL

tilebio.com

Description

At Tile, we are pioneering the future of cancer diagnostics with our cutting-edge AI technology. By combining expertise in computer science, diagnostic histopathology, cancer surgery, and molecular medicine, we are developing foundation models for all pathology. Our self-learning AI processes images of tumour tissue into a proprietary “language of cancer”. Combined with our large language model, we can understand cancer samples without human labels to detect cancer more accurately and earlier, ultimately improving patient outcomes. Anchored in world-leading research institutions like Cancer Research UK and the University of Glasgow, we are committed to transforming cancer care through innovation and collaboration. Join us on our journey to revolutionise cancer care. Learn more at https://tile.health

Algorithm Insights

Market Position

Growing utility with room for optimization

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