Sahara AI
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.
- Company typePrivate
- Founded2023
- HeadquartersLos Angeles, United States
- Headcount11–50
- GTM typeB2B and B2C
- OfferingSoftware
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.
Sahara AI firmographics
Firmographics- 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
Sahara AI industry classification
Industry- 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
Where Sahara AI is headquartered
LocationHeadquarters
- HQ city
- Los Angeles
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
Sahara AI business model
Business model- GTM type
- B2B and B2C
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Infrastructure, Operations, Marketing or Sales
Revenue model
- 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.
- 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.
- 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.
- 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.
- Consumer Products (Sorin): Consumer-facing AI trading agent (Sorin) generating revenue via usage and token-based access through direct-to-consumer channels.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Other | Multi-year contract | Enterprise Data Services — Predictable Pricing |
| Other | Multi-year contract | Enterprise Agentic Solutions — Quote-based |
| Transaction based/ take rate | Pay-as-you-go | Marketplace & Token-based Access |
Go-to-market motion4 records
Distribution channels4 records
Marketing channels6 records
Sahara AI product offering
Product offeringCore 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
Companies that use Sahara AI
Customer profileNamed customers6 records
Segments5 records
Ideal customer profiles5 records
Sahara AI technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration4 records
AI capability13 records
Feature6 records
Sahara AI partnerships and signals
Strategic signalPartnerships
14 partnerships are on record, tiered flagship, core and minor.
- MicrosoftflagshipJoint co-development on the MATHVISTA benchmark; Microsoft also consumes Sahara AI's Data Services and Agentic Solutions as an enterprise customer. Relationship is Mutual.
- AmazoncoreEngages Sahara AI for Data Services to support AI training and model development, functioning as both an enterprise customer and ecosystem partner.
- MITcoreConsumes Sahara AI's data services for AI research and training, and engages in research-oriented collaboration around benchmarks and datasets.
- SnapcoreUses Sahara AI's Data Services for AI development; functions as a strategic enterprise data customer and ecosystem partner.
- AWScoreTestnet infrastructure partner providing cloud services to support Sahara AI's SIWA Testnet operations.
- Google CloudcoreTestnet infrastructure partner providing cloud services to support Sahara AI's SIWA Testnet operations.
- Danal FintechcoreSigned 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 collaboration on decentralized validation, aligning Sahara AI's validation infrastructure with Edgen's network.
- DatalineminorData Launch Partner collaborating with Sahara AI on data launches and ecosystem onboarding for the AI Marketplace.
- SentientminorMember of the Data Launch Partner cohort, collaborating with Sahara AI on data launches and marketplace ecosystem development.
- Kite AIminorMember of the Data Launch Partner cohort, collaborating with Sahara AI on data launches and marketplace ecosystem development.
- B3minorMember of the Data Launch Partner cohort, collaborating with Sahara AI on data launches and marketplace ecosystem development.
- Fraction AIminorMember of the Data Launch Partner cohort, collaborating with Sahara AI on data launches and marketplace ecosystem development.
- Motherson GroupcoreEnterprise 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
Sahara AI competitors and assessment
Company assessmentDirect 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
Sahara AI social profiles
Digital presenceSahara AI financial estimates
Financial estimateRevenue estimate
Valuation estimate
Sahara AI leadership team
Management profileNumber of profiles
Profiles2 records
Sahara AI funding detail
Funding detailFunding overview
Funding rounds2 records
Investors21 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Sahara AI M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Sahara AI
What does Sahara AI do?
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.
Is Sahara AI a public or private company?
Sahara AI is a private company. It is classified as venture growth investor backed and is currently operating.
When was Sahara AI founded?
Sahara AI was founded in 2023. It employs 11 to 50 people.
Where is Sahara AI based?
Sahara AI is headquartered in Los Angeles, United States, in the North America region.
How does Sahara AI make money?
Five revenue lines are on record. Enterprise Agentic Solutions are the primary driver. The others are data Services, AI Marketplace, SAHARA Token Utility and consumer Products (Sorin).
Who are Sahara AI's main competitors?
Direct peers on record are Bittensor, Render Network and io.net. Broad incumbents are Akash Network, NEAR Protocol, The Graph, Filecoin and Chainlink. Emerging players are Sentient and Together AI.
Does Sahara AI have an API?
Yes. Sahara AI provides a blockchain developer platform with protocol-level APIs and an AI Developer Platform for building, deploying, and integrating AI agents and on-chain applications. The Sahara Testnet blockchain explorer exposes a public API tab (chain data such as blocks, transactions, wallet addresses, gas tracker, and stats). Developers can publish documentation and interact with agentic protocols through the documented endpoints. The platform is positioned as a full-stack, AI-native blockchain enabling developers to create, contribute to, and monetize AI assets, with documentation covering open-source agentic protocols and blockchain developer docs. No explicit SDK languages, auth methods, or rate limits were stated in the source material. Developer documentation is at docs.saharaai.com/blockchain-developer-docs.
What industry is Sahara AI in?
Sahara AI's product category is Decentralized AI Blockchain Platform. Its primary akta.pro industry code is FSAPAIAL, Interoperability & Integration Middleware (ERP/core banking connectors, messaging, APIs, cross-chain to permissioned), with a secondary code of FSAPAIAG, Identity, Credentials & Permissioning for Enterprises (DID/VC, access control, attestations). Its NAICS code is 522320 and its SIC code is 6200.