Proof of Usefulness Report

Rayol AI Solutions Ltd.

Analysis completed on 2/13/2026

+18
Proof of Usefulness Score
You're In Business

The submission describes 'Rayol AI', an early-stage AI consultancy with experienced founders (ex-eBay, PhD), but the entry is riddled with critical inconsistencies. The project name 'CrimsonHeart' and the traction claim 'most people have used my product' contradict the description of a niche B2B agency. Actual traction appears minimal (found ~14 Substack subscribers), and the claim of 'everyone' as the audience is unrealistic. The project likely exists as a small service business, but the submission quality and lack of verifiable product metrics result in a near-zero score.

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Score Breakdown

Real World Utility+10.0
Audience Reach Impact+0.5
Technical Innovation+0.75
Evidence Of Traction+0.0
Market Timing Relevance+6.0
Functional Completeness+0.5
Subtotal+17.75
Usefulness Multiplierx1.01
Final Score+18

Project Details

Project URL
Description
At RAYOL AI Solutions, we help startups, MSMBs and SMBs turn their biggest challenges into AI-powered solutions, ethically, strategically, and at speed. We are an AI Strategy and Product Agency, combining over 15 years of data science expertise with more th 20 years of experience in operational excellence and tech-driven innovation. We guide new and small businesses in designing and implementing human-centered, responsible, and ethical AI that creates measurable value from day one, helping them scale. Whether you're facing inefficient operations, unclear AI direction, data chaos, or low adoption, we turn complexity into clarity and impact, bringing a Ray Of Light (RAYOL) into the noise and hype. We work with companies across all levels of digital maturity, including highly manual, labor-intensive industries, through accessible, affordable, and future-proof AI solutions. Our Value to you: We don’t just build tech, we build capabilities • Align AI with your business goals • Improve quality, uptime, and decision-making • Ensure scalable, responsible tech foundations • Empower teams with tools and skills • Embed human oversight and compliance Our Services • AI Opportunity & Readiness Sprint – Know where AI pays off before investing • AI Strategy & Governance – Ethical charters and ESG-aligned AI roadmaps • Tech & Data Foundation – GDPR-compliant, cloud-agnostic ML infrastructure • Process Re-Design & Pilot – AI-powered Lean Six Sigma to reduce costs and defects • People & Change Acceleration – Ethical adoption and executive mentoring Who We Are Olga Tröger (CEO & GM) – 18+ years at eBay leading innovation in operations, support, fintech, and logistics; 2+ years leading AI-driven startups. A strong voice in ethical and responsible tech. Dr. Promit Ray (Chief AI Officer) – 15+ years in data science and computational chemistry, building scalable AI in biotech and medtech. Together, we merge deep-tech with strategic insight to deliver AI that works for people.

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