Proof of Usefulness Report

Kloudstac

Analysis completed on 2/9/2026

+30
Proof of Usefulness Score
You're In Business

The project claims to be a significant AI acceleration platform with a large team (125) and valuation ($17M), but the submission is severely undermined by hyperbolic and verifiable false claims (e.g., 'most people have used my product', audience is 'everyone'). The lack of verifiable evidence, combined with buzzword-heavy descriptions and poor response quality, suggests either a lack of seriousness or an exaggeration of a standard IT consulting/staffing operation. While the market timing for AI upskilling is favorable, the 'Proof of Usefulness' is low due to the low credibility of the provided data.

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Score Breakdown

Real World Utility+12.0
Audience Reach Impact+1.0
Technical Innovation+4.8
Evidence Of Traction+1.25
Market Timing Relevance+8.5
Functional Completeness+0.25
Subtotal+27.8
Usefulness Multiplierx1.08
Final Score+30

Project Details

Project URL
kloudstac.com
Description
Kloudstac is a AI Acceleration Platform startup born in the ChatGPT era, helping Fortune 2000 enterprises start or accelerate their modern AI journeys by: - enabling their businesses & teams to improve adoption of AI and - helping transition from a narrow AI to Artificial General Intelligence (AGI) era - preparing to handle the complexities of AI & data security, governance, risk, regulatory compliances We are a deeptech and deep domain (Manufacturing, BFSI, CPG & Pharma, O&G, Supply Chain, Marketing, F&A) company with in-house skills and two decades of cumulative experience on AI upskilling, products & consulting, within the founding team. Our offerings: 1. 30+ upskilling programs in Generative AI & Machine Learning/MLOps with labs on GCP, Azure, AWS, Databricks, NVIDIA stack. 2. 20 programs in Cloud, Data Engg, DevSecOps & Cloud Security 3. AI Labs SAAS platform with 100s of AI/ GenAI labs for both technology and business practitioners 4. AI use case pilot accelerator platform 5. Secops pipeline for AI security, governance, guardrails

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