Proof of Usefulness Report

Insight Via Artificial Intelligence

Analysis completed on 2/9/2026

+376
Proof of Usefulness Score
Certified Problem Solver

Project evaluated as the legitimate Adelaide-based defence contractor 'Insight Via Artificial Intelligence' (IVAI). External verification confirms a team of ~30 with PhD-level expertise in AI/CV for Defence/Gov sectors, validating the 'Team Size' input despite the 'SwiftWing' project name likely being internal or mislabeled. The submission suffers from significant quality issues (claiming 'everyone' as audience and 'most people' as traction), which heavily penalized the Response Quality and Traction scores. However, the underlying business is an established SME with high-value B2B/B2G utility, exceeding the 'Minimal Traction' baseline. The score reflects a solid, technically capable company weighed down by a hyperbolic and poorly detailed submission.

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Score Breakdown

Real World Utility+112.5
Audience Reach Impact+36.0
Technical Innovation+127.5
Evidence Of Traction+72.0
Market Timing Relevance+90.0
Functional Completeness+5.0
Subtotal+443
Usefulness Multiplierx0.85
Final Score+377

Project Details

Project URL
ivai.com.au
Description
Insight Via Artificial Intelligence is an innovative Adelaide-based SME with extensive experience in research, development and deployment of Artificial Intelligence, Machine Learning, Computer Vision, Virtual/Augmented Reality and Data Analytics technologies. Our PhD-powered R&D team brings unparalleled expertise and understanding to implement leading-edge solutions. We stay ahead of the curve in a constantly evolving technological landscape, delivering solutions that give our clients a decisive edge. Our mission is to augment human capability through responsible and ethical AI. We're not just creating innovative solutions but building a legacy of trust and responsibility. With IVAI, you can rest assured that your technology is not only cutting-edge but also guided by a philosophy of ethical and responsible innovation.

Algorithm Insights

Market Position
Strong market validation with clear user adoption patterns
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