Proof of Usefulness Report

Datanised

Analysis completed on 2/5/2026

+25
Proof of Usefulness Score
You're In Business

The submission describes a standard data infrastructure consultancy, but the provided metadata contains severe contradictions and red flags. While the service description is professional, the claim of 'most people have used my product' and an audience of 'everyone' is factually incorrect for a niche B2B firm. Furthermore, the claimed team size (125) contradicts external registry data showing the UK entity ('Datanised Ltd') has under 10 employees and recently faced voluntary strike-off action. The reported revenue/marketcap metric ($50k) is incoherent with a 125-person team. The score reflects high skepticism due to verifiable discrepancies.

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Score Breakdown

Real World Utility+50
Audience Reach Impact+5
Technical Innovation+20
Evidence Of Traction+5
Market Timing Relevance+70
Functional Completeness+20
Subtotal+20.125
Usefulness Multiplierx1.15
Final Score+23

Project Details

Project URL
Description
Enterprise-Ready Data Infrastructure Expertise At Datanised, we partner with engineering and infrastructure leaders to help them unlock performance, scalability, and cost-efficiency across their data platforms. Whether you're running into scaling limits, battling high cloud bills, or planning a major database upgrade — we’ve been there, and we’ve solved it. We specialise in NoSQL, cloud-native, and real-time streaming systems, with deep expertise in: – Apache Cassandra, ScyllaDB, MongoDB, CrateDB, Aerospike, Postgres, Redpanda, Kafka – Zero-downtime migrations, cloud cost optimisation, and 24/7 support We’re proudly vendor-neutral and solution-focused — meaning we align with your business goals. What we bring to the table: 1. Advisory and support for complex migrations (e.g. Cassandra 3 to 5) 2. Cloud and database cost reduction (30–50% on average) 3. 24/7 operational support across OSS and enterprise deployments 4. Strategic planning, performance tuning, and team enablement With Datanised, you gain access to senior engineers, proven frameworks, and battle-tested practices that deliver results - fast. Let’s make your data stack future-ready, together.

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