Proof of Usefulness Report

SYSTEMshift AI Strategy Inc.

Analysis completed on 2/19/2026

+41
Proof of Usefulness Score
You're In Business

The project represents a professional AI consultancy service with a clear value proposition, led by an experienced founder. However, the submission score is heavily penalized by contradictory and unrealistic data inputs. The project name mismatch ('GoldenStorm' vs 'SYSTEMshift'), the impossible traction claim ('most people have used my product'), and ambiguous revenue metrics ('marketcap: 500000') undermine the credibility of the entry. While the market timing for AI strategy is excellent, the lack of verifiable evidence and low-quality responses result in a low overall score.

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Score Breakdown

Real World Utility+18.75
Audience Reach Impact+1.00
Technical Innovation+4.50
Evidence Of Traction+2.50
Market Timing Relevance+8.50
Functional Completeness+0.50
Subtotal+35.75
Usefulness Multiplierx1.15
Final Score+41

Project Details

Description
SYSTEMshift helps small and mid-sized organizations integrate AI responsibly—bridging strategy, service design, and systems transformation. We specialize in aligning emerging technologies with human needs, ethical principles, and measurable operational impact. Our services include: 🔹 AI & Automation Roadmaps – From readiness to rollout, we craft high-trust strategies for responsible AI adoption 🔹 UX & Service Design – Designing adaptive, inclusive experiences across services and systems 🔹 Product & Platform Vision – Shaping intelligent, user-centered systems that evolve across journeys and time 🔹 Team Enablement – Equipping teams with AI literacy, governance, and change-ready workflows Led by Bernadette Smail—IBM-certified AI Product Manager and Harvard-trained strategist—SYSTEMshift brings over 15 years of cross-sector experience across government, healthcare, education, and enterprise. We combine systems thinking with human-centered design to help you: 📍 Clarify where AI fits 🚀 Pilot what matters ⚖️ Embed safeguards by design 📅 Make adoption stick Whether you're modernizing services, scaling intelligent operations, or preparing your team for an AI-augmented future—SYSTEMshift is your compass for responsible transformation. Let’s build better systems—across time, ability, and change.

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