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Delayed

Sahara AI

Risk Management

Last Updated

2025/4/16

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Transparency

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Transparency Score

Algorithmic assessment of a project’s transparency level, using multiple public data points to measure its commitment to compliance, documentation, and clarity in communication.

Transparency Score

9/100
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Category Rank

A ranking that positions the organization among its industry peers, evaluating its relative performance based on key compliance, credibility, and transparency indicators.

Category Rank

Saharaai vs

LOWER 50%percentile
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VaaSBlock Rank

A global ranking that compares the organization against all entities listed on VaaSBlock, reflecting its overall credibility, transparency, and operational performance versus the full Web3 ecosystem.

VaaSBlock Rank

Saharaai vs All Listed Organizations

LOWER 10%percentile

Transparency

Transparency Score

?
Transparency Score

Algorithmic assessment of a project’s transparency level, using multiple public data points to measure its commitment to compliance, documentation, and clarity in communication.

9/100

Category Rank

Saharaai vs

?
Category Rank

A ranking that positions the organization among its industry peers, evaluating its relative performance based on key compliance, credibility, and transparency indicators.

LOWER 50%percentile

VaaSBlock Rank

Saharaai vs All Listed Organizations

?
VaaSBlock Rank

A global ranking that compares the organization against all entities listed on VaaSBlock, reflecting its overall credibility, transparency, and operational performance versus the full Web3 ecosystem.

LOWER 10%percentile

RMA™

✘ Unverified
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Corporate Governance

The verification of fundamental governance, organizational structure, including verifying the entity’s legal registration and adherence to local laws and regulations.

Corporate
Governance
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Team Proficency

Evaluation of an organization’s personnel, ensuring that crucial team members possess the expertise and dedication necessary to execute current business models and scale effectively.

Team
Proficiency
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Technology & Security

Assessment of the organization’s technological framework, including blockchain integrations (where relevant), system architecture, and overall IT infrastructure.

Technology
& Security
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Revenue Model

Comprehensively evaluation of a company’s income-generating strategies (how do they make or intend to make money), ensuring financial robustness and sustainability.

Revenue
Model
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Results Delivered

The Results Delivered component of the RMA™ audit comprehensively evaluates an organization’s ability to achieve its goals and honor its commitments.

Results
Delivered
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Planning & Transparency

The Planning and Transparency component of the RMA™ audit offers a thorough assessment of how an organization manages its workflow and prepares for unexpected challenges.

Planning &
Transparency

Technology

Website

Domain First RegisteredMarch 2023

SSL Status✘ Not secure

Marketing

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Marketing Effectiveness

This score assesses the impact of detected marketing activity and the corresponding price movement of a token. The score understands whole market movements to ensure tokens are assessed fairly against peers.

Marketing Effectiveness

7/100
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Confidence Index

This index determines our confidence in the score we have given. Generally, as more data is collected, the confidence index will increase. If a project has lots of activity, this confidence is earned faster.

Confidence Index

Medium
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VaaSBlock Rank

This identifies where a project sits compared to all projects accessed for Marketing Effectiveness.

VaaSBlock Rank

Saharaai vs All Listed Organizations

LOWER 20%percentile

Marketing Effectiveness

?
Marketing Effectiveness

This score assesses the impact of detected marketing activity and the corresponding price movement of a token. The score understands whole market movements to ensure tokens are assessed fairly against peers.

7/100

Confidence Index

?
Confidence Index

This index determines our confidence in the score we have given. Generally, as more data is collected, the confidence index will increase. If a project has lots of activity, this confidence is earned faster.

Medium

VaaSBlock Rank

Saharaai vs All Listed Organizations

?
VaaSBlock Rank

This identifies where a project sits compared to all projects accessed for Marketing Effectiveness.

LOWER 20%percentile

No Chain No Gain™ Podcast

This Organization is yet to join the No Chain No Gain™ Podcast and share insights on what makes their business trustable and innovative.

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Background

Organization Name – Saharaai

Category –

Sahara AI is a full-stack, AI-native blockchain platform aimed at democratizing artificial intelligence development by aligning incentives for contributors, model builders, and users within a transparent, decentralized ecosystem. It’s built on the Sahara blockchain—with dual-chain accessibility through Ethereum and BNB Smart Chain—as well as a forthcoming proprietary mainnet. Sahara AI provides three core tools: the Data Services Platform (DSP) where anyone can annotate, curate, and contribute AI training data in exchange for SAHARA token rewards; the AI Developer Platform which Read More

Collaborative Attribution Infrastructure

Creation Date

June 2026

Headquarters

California/San Francisco

Organization Maturity Level

RMA™ Type

Notable Achievements

2024

Private testnet initiated, collecting millions of annotations and onboarding data contributors

2025

Public SIWA testnet launched, enabling on-chain dataset registration and verified data contribution

2025

AI Marketplace and Sahara Studio released in beta, offering asset monetization and model development tools

2025

Sahara blockchain mainnet launch, providing full on-chain infrastructure for AI assets and governance

2025

Token ecosystem support and launch governance, including SAHARA token distribution via Binance Alpha, investor backing from top VC firms, and integration partnerships with cloud and academic institutions

Core Team

Kc (Kc) Liu, Product lead at Saharaai

Kc (Kc) Liu

Product lead

Vlad K., Sales Operations and Development Specialist at Saharaai

Vlad K.

Sales Operations and Development Specialist

Aaron Scales, Head of Product at Saharaai

Aaron Scales

Head of Product

Irene.H (Ji), Ecosystem BD at Saharaai

Irene.H (Ji)

Ecosystem BD

Sean (Xiang) Ren, Co-Founder at Saharaai

Sean (Xiang) Ren

Co-Founder

Xinyu Zhang, Growth Product Manager at Saharaai

Xinyu Zhang

Growth Product Manager

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