Proof of Usefulness Report

Ahmed Kalebi Consultancy

Analysis completed on 2/7/2026

+56
Proof of Usefulness Score
You're In Business

The project is backed by a highly credible founder, Dr. Ahmed Kalebi (ex-Lancet Kenya), with verifiable real-world utility in pathology and medical diagnostics. While the submission itself contains hyperbolic claims ('most people have used my product') and ambiguous financial metrics ('all time marketcap: 2500000'), independent verification confirms the existence of a substantial team (~30-90 staff) and a legitimate medical practice. The score reflects high utility and founder pedigree, penalized significantly for low-quality submission data and non-technical nature.

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Score Breakdown

Real World Utility+22.5
Audience Reach Impact+6.4
Technical Innovation+3.6
Evidence Of Traction+10.5
Market Timing Relevance+7.0
Functional Completeness+0.5
Subtotal+50.5
Usefulness Multiplierx1.11
Final Score+56

Project Details

Project URL
Description
Ahmed Kalebi Consultancy Limited was setup by Dr Ahmed Kalebi in early 2021 being a limited liability company duly registered in Kenya [Reg. No. PVT-6LUKLEZA], which was purposefully to serve as an official workplace for Dr Ahmed Kalebi as an Independent Consultant Pathologist under his own specialist license from the Kenya Medical Practitioners & Dentists Council KMPDC Reg No A4889 (Dr Ahmed Kalebi is currently on a 2-3 year sabbatical from active pathology and diagnostic laboratory services since May 2021)🔬👌🏾 Dr Ahmed Kalebi is an award-winning, globally-recognized trailblazer and pioneering entrepreneur in pathology and laboratory medicine in Kenya and East Africa. As a consultant pathologist, he has specialised in general/anatomical pathology and laboratory medicine. He is the founder entrepreneur and retired Group Managing Director/CEO/Chief Consultant Pathologist from 2009 to 2021 at Pathologists Lancet Kenya and the Lancet Group of Laboratories – East Africa, the largest and most prominent internationally accredited laboratory network in Kenya the the region. Ahmed Kalebi Consultancy has grown to a bigger team in January 2023 when Aminatuzahra Kalebi officially joined as a Counselling Psychologist, Mental Health and Wellness Champion, besides being a Director. Aminatuzahra Kalebi is a counseling psychologist with a Bachelors of Arts in Counselling Psychology, and currently pursuing a Master degree in behavioral studies at Daystar University. She has always been interested in working with people and helping them achieve their goals. She has been active in the field of psychology for over 5 years now, and has had the privilege of working with children, adolescents, and adults who suffer from various mental health conditions. Aminatuzahra provides professional psychotherapy services to adults, adolescents, families, and children through online counseling and also in-person clinics at Amber Clinic in Karen. Email: consultancy@ahmedkalebi.com

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