Proof of Usefulness Report

Data Sagacity

Analysis completed on 2/6/2026

+31
Proof of Usefulness Score
You're In Business

The submission describes a B2B data consultancy ('Data Sagacity') but suffers significantly from low-quality, hyperbolic, and unverifiable input data. While the business entity likely exists, the claims that 'most people have used my product' and the target audience is 'everyone' are demonstrably false for a specialized consultancy. The reported team size (125) and financial metrics ('marketcap' in a revenue field) appear inflated or misunderstood compared to standard industry footprints for boutique firms. The score reflects the lack of credible evidence and the mismatch between the professional description and the amateurish submission details.

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Score Breakdown

Real World Utility+16.25
Audience Reach Impact+1.50
Technical Innovation+3.00
Evidence Of Traction+1.25
Market Timing Relevance+6.00
Functional Completeness+0.25
Subtotal+28.25
Usefulness Multiplierx1.10
Final Score+31

Project Details

Project URL
datasagacity.com.au
Description
We work for companies who demand data insight, security, connectivity and performance. Backed by our team of dedicated data specialists, Data Sagacity empowers its clients to uncover the true power and potential of data in the contemporary market. Our process includes engaging all stakeholders to identify and understand their pain points, and provide unique solutions that meet their business goals through the implementation of time-tested and refined methodologies and structures. Data Sagacity is a full-service information management solution provider that offers tailored development and flexible solutions to integrate, manage and transform complex or unconnected data sets. Taking your data ecosystem beyond the traditional dashboards we turn them into rich insights through which businesses can identify new opportunities and dive into new ventures with confidence. With our solutions, we transform untrained, regular team members into tech-savvy data superheroes with a dedicated team who helps you uncover the power of data and connect the dots between your data sets. Our unique approach to each data-related problem enables us to effectively integrate multiple data sources into a singular system and centralise data management across multiple platforms, users and applications. Our experience enables us to unite clients’ data ecosystems with tried and tested methods and achieve results faster than ever. OUR SERVICES INCLUDE: DATA INSIGHT: analytics | visualisation | engineering DATA SECURITY: desensitising | database security DATA CONNECTIVITY: migration | integration | ETL Development & Optimisation DATA OPTIMISATION: performance tuning | optimisation DATA PERFORMANCE: management | technical administration DATA FRAMEWORK: architecture | ecosystem design | database design

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