Proof of Usefulness Report

Tezca.ai Inc.

Analysis completed on 3/19/2026

+34.2

Proof of Usefulness Score

You're In Business

The project description outlines a relevant data infrastructure solution (SQL-native AI), yielding moderate scores for utility and market timing. However, the submission contains highly contradictory and unsupported claims. The founder claims 'most people have used my product' while simultaneously stating the product is in 'private beta'. Furthermore, the stated 'all time marketcap: 2500000' is unverifiable and nonsensical for a private beta software project. These severe discrepancies result in a quality factor of 0.5 for traction, reach, and response quality, placing the project squarely in the 'minimal traction' calibration bracket.

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Score Breakdown

Real World Utility+17.5

Audience Reach Impact+1.0

Technical Innovation+9.0

Evidence Of Traction+0.0

Market Timing Relevance+8.0

Functional Completeness+0.5

Subtotal+36

Usefulness Multiplierx0.95

Final Score+34

Project Details

Project URL

tezca.ai

Description

At Tezca, we're building the next-generation data infrastructure — one where analytics and AI are unified, accessible, and lightning-fast. Our first product, Alma, is a SQL-native AI engine that lets you: • Query data in-place from operational databases, data lakes, and warehouses • Run machine learning directly via SQL (SELECT ..., PREDICT(...) FROM ...) • Accelerate compute with GPUs and modern hardware No pipelines. No duplication. No silos. Just fast, smart data access. Whether you're a data engineer tired of fragile ETL workflows, or a tech-savvy SMB struggling to bring ML into operations — Alma is built to simplify AI integration without sacrificing power or flexibility. 🚀 We're currently in private beta and working with early partners to validate speed, performance, and simplicity. 👉 Join the waitlist: alma.tezca.ai 📩 For pilots, partnerships, or press: founders@tezca.ai

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