Proof of Usefulness Report

Kyros

Analysis completed on 2/19/2026

+41
Proof of Usefulness Score
You're In Business

Kyros Solutions appears to be a legitimate, functioning AI automation consultancy based on the provided URL and external verification. The website demonstrates a clear value proposition, professional service offerings, and testimonials. However, the project submission itself contains significant red flags and low-quality data. The submitter uses a pseudonym ('ShadowHeart', a video game character), makes statistically impossible traction claims ('most people have used my product'), and confuses financial terminology ('marketcap' instead of revenue). While the business model is viable and timely, the lack of seriousness and accuracy in the submission data severely impacts the score, placing it in the 'Minimal traction / Red flags' category.

Ready to Compete for $150k+ in Prizes?

Move this data into a HackerNoon blog draft to become eligible for your share of $150k+ in cash and software prizes

View All Reports

Score Breakdown

Real World Utility+21.25
Audience Reach Impact+2.0
Technical Innovation+7.5
Evidence Of Traction+2.5
Market Timing Relevance+9.0
Functional Completeness+0.5
Subtotal+42.75
Usefulness Multiplierx0.96
Final Score+41

Project Details

Project URL
Description
Kyros is an AI automation consultancy focused on helping SMBs work smarter, not harder. We deliver practical digital transformation solutions that save time and money with measurable results. Every Kyros project begins by identifying your biggest workflow bottlenecks – the manual tasks, delays, or data entry chores dragging your team down – and then rapidly automating those pain points using cutting-edge AI. The outcome? Streamlined operations and clear ROI. On average, our clients see impactful results in just 6 weeks, and over 95% of our automated workflows are still in use half a year later, proving we focus on solutions that last. What makes Kyros different is our human-centric approach. We don’t drop in a black-box tool and leave; we co-create the solution with your team. Your staff stays in control – we design automations where human judgment is the default and the AI handles the busywork. Kyros ensures every project has clear success metrics (like hours saved or errors reduced), so you immediately see value. With an Agile 4–8 week implementation sprint, transparent pricing, and thorough documentation and training, Kyros leaves you with a powerful, maintainable solution that continues to deliver ROI long after we’ve wrapped up.

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