Sahara AI

What Sahara AI does

Sahara AI is a Los Angeles-based private company founded in April 2023 by Sean Ren and Tyler Zhou that builds an AI-native decentralized blockchain platform for owning, attributing, and monetizing AI assets. The architecture spans three layers: an AI asset layer that registers data, models, tools, and agents on-chain with provenance and automated revenue sharing; an agentic protocol layer (OpenClaw / Agentic Protocols) that enables autonomous AI agents to transact and execute with verifiable data and compute; and an application layer exposing consumer and enterprise products. Notable components include the SIWA public testnet (28.6M+ wallet addresses, 193.8M+ transactions), the MATHVISTA multimodal reasoning benchmark co-developed with Microsoft, the Sorin autonomous trading agent for digital markets, ClawApp for local OpenClaw agent deployment, and the SAHARA native token with staking.

The company monetizes through five streams: Enterprise Agentic Solutions (custom enterprise agents, multi-year quote-based contracts), Enterprise Data Services (a 9M+-contributor global workforce delivering multimodal data pipelines at predictable pricing to 40+ top research and enterprise institutions), an AI Marketplace taking commissions on AI-asset transactions, transaction/token fees from SAHARA token utility, and consumer usage revenue from products like Sorin. Named enterprise customers include Microsoft, Amazon, MIT, Snap, Motherson Group, and Danal Fintech; the company also partners with AWS, Google Cloud, AEON, Bitget Wallet, and a Data Launch Partner cohort (Dataline, Sentient, Kite AI, B3, Fraction AI).

Sahara AI has raised approximately $49 million in disclosed funding across a $6M seed round (March 2024, led by Polychain Capital) and a $43M Series A (August 2024, led by Binance Labs, Pantera Capital, and Polychain Capital), with additional participation from Samsung NEXT, Matrix Partners, and dao5. The company employs 11–50 people, distributes globally through direct enterprise sales, self-serve product-led channels, an on-chain marketplace, and exchange-listed token access, and reports "tens of millions" in revenue per its 2026 strategic roadmap, though the 60% SAHARA token price crash in mid-2026 and corresponding unlock extensions indicate token-side monetization remains a developing driver.

Name

Sahara AI

Legal name

Sahara AI

Website

https://saharalabs.ai

Company type

Private

Founded year

2023

Operating status

Operating

Headcount range

11–50 employees

Short description

Sahara AI builds an AI-native decentralized blockchain that enables enterprises and contributors to own, attribute, and monetize AI assets and autonomous agents. It serves large tech firms, research institutions, and verticals including manufacturing and fintech via Data Services, Agentic Solutions, and a tokenized AI Marketplace.

Ownership category

akta.pro rank

Product category

Decentralized AI Blockchain Platform

NAICS

Financial Transactions Processing, Reserve, and Clearinghouse Activities (522320), Securities and Commodity Exchanges (52321), Commodity Contracts Intermediation (52316)

SIC

Security & Commodity Brokers, Dealers, Exchanges & Services (6200), Services-Prepackaged Software (7372), Services-Computer Programming Services (7371)

akta.pro primary industry

Interoperability & Integration Middleware (ERP/core banking connectors, messaging, APIs, cross-chain to permissioned) (FSAPAIAL)

akta.pro secondary industries

Identity, Credentials & Permissioning for Enterprises (DID/VC, access control, attestations) (FSAPAIAG), Permissioned Blockchain Platforms & Frameworks (Hyperledger, Corda, Quorum) (FSAPAIAA)

Keywords

• Decentralized AI blockchain
• AI agent platform
• AI data services
• AI asset marketplace
• Agentic protocols

Headquarters

HQ city

Los Angeles

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B and B2C

Offering type

Software

Cost components

Technology or R&D, Personnel, Infrastructure, Operations, Marketing or Sales

Revenue model

1. Enterprise Agentic Solutions: Custom enterprise AI/agentic solutions sold to large customers (Microsoft, Amazon, MIT, Snap, Motherson Group) via direct enterprise sales; includes custom builds, integration, and ongoing managed delivery.
2. Data Services: Enterprise data labeling, collection, and curation delivered to AI labs and research institutions (40+ top institutions served) under predictable pricing; revenue share flows back to data contributors.
3. AI Marketplace: Marketplace on app.saharaai.com where AI assets, agents, models, and datasets are listed and transacted; revenue is generated via commissions/transaction fees on marketplace activity.
4. SAHARA Token Utility: Native SAHARA token used for network operations, contributor rewards, buybacks from post-scale product revenues, and as the unit of value across the marketplace and agentic services.
5. Consumer Products (Sorin): Consumer-facing AI trading agent (Sorin) generating revenue via usage and token-based access through direct-to-consumer channels.

Pricing tiers

Go-to-market motion4 records

Distribution channels4 records

Marketing channels6 records

Core offering

Sahara AI builds a full-stack, AI-native decentralized blockchain platform that enables ownership, provenance tracking, and monetization of AI assets. Its core offerings include the SIWA Testnet blockchain, an Agentic Protocol layer for autonomous AI agents, an AI Marketplace for trading AI assets, enterprise Data Services for high-quality training data, customizable Agentic Solutions for enterprises, and consumer-facing AI products such as the Sorin autonomous trading agent and the ClawApp deployment tool. The $SAHARA token underpins network operations, staking, micropayments, and revenue sharing across the ecosystem.

Product overview

Sahara AI offers a platform-plus-modules architecture centered on its full-stack, AI-native Sahara AI blockchain that powers on-chain AI ownership, provenance tracking, micropayments, and automated revenue sharing. Built on this foundation are consumer-facing products including Sorin (an autonomous AI trading agent for global digital markets, with a Sorin Desktop app for fully autonomous execution), ClawApp (the easiest local deployment path for OpenClaw agents), the Data Service Platform (for collecting, labeling, and validating AI data with token rewards), the AI Marketplace, the Sahara Legends gamified engagement layer, and the native $SAHARA token (with staking and the Sahara Testnet/SIWA network). For developers, the AI Developer Platform exposes protocol docs, open-source Agentic Protocols, and an AI Studio integrated development environment. For enterprises, Sahara AI bundles these primitives into two service lines: Agentic Solutions (custom, production-ready autonomous agents with verifiable data and enforceable usage policies) and Data Services (a global on-demand workforce for multimodal data pipelines), both of which underpin case studies such as the Industrial Design Co-Pilot, Creator AI Co-Pilot + CRM, and the MATHVISTA multimodal evaluation benchmark co-developed with Microsoft.

Differentiator

Problem solved

Functional benefit

Brands

• Sorin: AI-powered personal agent for global digital markets / crypto market intelligence copilot, offered via Sorin Desktop app.
• ClawApp
• Data Service Platform
• AI Marketplace
• SIWA
• OpenClaw

Quantifiable outcome

• 40+ top-tier institutions served
• +3 more outcomes

Named customers6 records

Segments5 records

Ideal customer profiles5 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration4 records

AI capability13 records

Feature6 records

Partnerships

14 partnerships are on record, tiered flagship, core and minor.

• MicrosoftflagshipStrategic or Co-development PartnerJoint co-development on the MATHVISTA benchmark; Microsoft also consumes Sahara AI's Data Services and Agentic Solutions as an enterprise customer. Relationship is Mutual.
• AmazoncoreStrategic or Co-development PartnerEngages Sahara AI for Data Services to support AI training and model development, functioning as both an enterprise customer and ecosystem partner.
• MITcoreStrategic or Co-development PartnerConsumes Sahara AI's data services for AI research and training, and engages in research-oriented collaboration around benchmarks and datasets.
• SnapcoreStrategic or Co-development PartnerUses Sahara AI's Data Services for AI development; functions as a strategic enterprise data customer and ecosystem partner.
• AWScoreTechnology or IntegrationTestnet infrastructure partner providing cloud services to support Sahara AI's SIWA Testnet operations.
• Google CloudcoreTechnology or IntegrationTestnet infrastructure partner providing cloud services to support Sahara AI's SIWA Testnet operations.
• Danal FintechcoreStrategic or Co-development PartnerSigned an MOU with Sahara AI for stablecoin-based AI payment integration via Danal's Paycoin, enabling real-world payment flows tied to AI services.
• EdgencoreStrategic or Co-development PartnerStrategic collaboration on decentralized validation, aligning Sahara AI's validation infrastructure with Edgen's network.
• DatalineminorStrategic or Co-development PartnerData Launch Partner collaborating with Sahara AI on data launches and ecosystem onboarding for the AI Marketplace.
• SentientminorStrategic or Co-development PartnerMember of the Data Launch Partner cohort, collaborating with Sahara AI on data launches and marketplace ecosystem development.
• Kite AIminorStrategic or Co-development PartnerMember of the Data Launch Partner cohort, collaborating with Sahara AI on data launches and marketplace ecosystem development.
• B3minorStrategic or Co-development PartnerMember of the Data Launch Partner cohort, collaborating with Sahara AI on data launches and marketplace ecosystem development.
• Fraction AIminorStrategic or Co-development PartnerMember of the Data Launch Partner cohort, collaborating with Sahara AI on data launches and marketplace ecosystem development.
• Motherson GroupcoreStrategic or Co-development PartnerEnterprise customer and case study partner deploying Sahara AI's Industrial Design Co-Pilot for manufacturing design workflows.

Scale indicators9 records

Recent moves6 records

Expansion highlights5 records

Direct peers

• Bittensor: Decentralized network for training and serving AI models via a token-incentivized subnet architecture. Most direct comparable to Sahara AI's AI-native blockchain thesis and agentic economy positioning.
• Render Network: Decentralized GPU compute network for AI and rendering workloads. Comparable to Sahara AI in combining a utility token, enterprise customers seeking distributed compute, and an AI/agentic workload narrative.
• io.net: Decentralized GPU network purpose-built for AI/ML training and inference. Competes with Sahara AI for AI compute and agentic workloads using a similar token-incentivized model.

Broad incumbents

• Akash Network: Decentralized cloud computing marketplace with GPU support for AI workloads. Overlaps with Sahara AI on decentralized compute and token-based resource allocation for AI applications.
• NEAR Protocol: Layer-1 blockchain with explicit AI-agent focus and strong developer ecosystem. Comparable in providing an AI-native smart contract platform and an agent-friendly runtime.
• The Graph: Decentralized indexing and query layer for blockchain data. Comparable to Sahara AI's infrastructure-layer positioning and developer-facing tooling for AI/blockchain applications.
• Filecoin: Decentralized storage network with AI-relevant data management and provenance use cases. Overlaps with Sahara AI's data ownership, attribution and decentralized infrastructure narrative.
• Chainlink: Decentralized oracle and middleware network for connecting blockchains with off-chain data and computation. Comparable to Sahara AI's middleware/orchestration role for AI agents and on-chain workflows.

Emerging players

• Sentient: Decentralized AI platform focused on open-source AGI and agent infrastructure. Already listed as a Sahara AI data launch partner and competes in the same agentic-AI x crypto category.
• Together AI: AI cloud platform offering open-source model serving, fine-tuning, and inference infrastructure. Comparable to Sahara AI's Agentic Solutions and Data Services enterprise offerings, though centralized.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights6 records

Customer concentration

• Xx.com/SaharaLabsAI
• GitHubgithub.com/SaharaAI-Agents
• LinkedInlinkedin.com/company/saharalabs-ai

Revenue estimate

Valuation estimate

Number of profiles

Profiles2 records

Funding overview

Funding rounds2 records

Investors21 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Sahara AI