Proof of Usefulness Report

Graytree Consulting

Analysis completed on 3/10/2026

+92.4

Proof of Usefulness Score

You're In Business

Graytree Consulting is a 6-person boutique management consultancy focusing on AI integration in Life Sciences. While the market timing is excellent and the problem-solution fit is clear for a service business, the submission lacks technical innovation (being purely service-based) and features highly exaggerated, unverified claims regarding traction ('most people have used my product') and audience reach ('everyone'). The score reflects a standard consultancy model with minimal verifiable traction.

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Score Breakdown

Real World Utility+50.0

Audience Reach Impact+1.0

Technical Innovation+1.5

Evidence Of Traction+1.25

Market Timing Relevance+50.0

Functional Completeness+1.25

Subtotal+105

Usefulness Multiplierx0.88

Final Score+92

Project Details

Project URL

graytree.co.uk

Description

Graytree Consulting was formed to harness the transformative power of AI, Data & Analytics in Life Sciences. We combine expertise in strategy and business transformation with a deep understanding of what excites and motivates people to adopt new technologies. Our approach enables companies to introduce and scale the use of AI, Data & Analytics to grow their business and ultimately to bring more innovative medicines, devices, and vaccines to those who need them. In the past 6 months I have been delighted to be engaged on the following projects: ⏭️Developing an AI strategy focussed on Medical Affairs and Market Access ⏭️Establishing a Life Sciences Advisory service for a business transformation consultancy ⏭️Getting a company started with using AI for strategic planning, including developing prompts and running capability building sessions ⏭️Running several 'Getting started with GenAI' capability building sessions ⏭️Leading a 2 hour workshop on the future of AI in Pharma for 30 members of Women in Biopharma Leadership I partner with life sciences companies to: ✅ Help teams get started with AI through prompt design, practical ‘how-to’ guides, and engaging upskilling sessions that build confidence and capability ✅ Design and lead AI, data & analytics transformation programmes that drive both adoption and measurable impact ✅ Define and implement AI use cases across R&D, Commercial, and Medical to accelerate decision-making and improve outcomes ✅ Turn around underperforming analytics functions through org design, operating model refresh, and leadership coaching ✅ Deliver capability-building programmes to increase digital fluency and GenAI productivity across teams

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