Structure
Structure is a non-custodial Web3 platform for designing, backtesting, and deploying automated trading strategies on DEXs like Hyperliquid and Drift using a DAG-based strategy graph and natural-language AI strategy generation, targeted at retail algo traders, prop desk quants, market makers, and fund managers.
- Company typePrivate
- Founded2017
- HeadquartersSingapore, Singapore
- Headcount11–50
- GTM typeB2C
- OfferingSoftware
What Structure does
Structure Financial Inc. is a private Web3 infrastructure company building a non-custodial platform for designing, backtesting, and deploying automated trading strategies on decentralized exchanges. Its core product separates strategy logic into three auditable components — a DAG-based strategy graph for signal computation, a state machine for decision logic, and a target-position executor for order management — compiled to a Rust runtime and validated through a Venue Simulator before live deployment. The platform is Hyperliquid-first at launch, with Drift live and Jupiter and pump.fun on the roadmap, and uses Solana wallet-native authentication with trading-only permissions so funds never leave the user's vault.
The product is aimed at retail algorithmic traders, prop desk quants, liquid fund managers, market makers, and signal-driven traders who want to build and run strategies without writing code. The Algorithmic Trader feature accepts plain-English strategy descriptions and produces deterministic, end-to-end auditable on-chain strategies backtested on tick-level data. An API and MCP server extend the same capabilities to programmatic and agentic workflows.
Structure is a venture-backed private company headquartered in the British Virgin Islands with an engineering and operations hub in Paris. It raised a $20M seed round led by Polychain Capital in December 2021 at a $150M post-money valuation, and is currently in early access with usage-based USDC billing, no public pricing tiers, and no trading fees taken on top of venue fees during launch.
Structure firmographics
Firmographics- Name
- Structure
- Legal name
- Structure Financial Inc.
- Website
- https://structure.fi
- Company type
- Private
- Founded year
- 2017
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Structure is a non-custodial Web3 platform for designing, backtesting, and deploying automated trading strategies on DEXs like Hyperliquid and Drift using a DAG-based strategy graph and natural-language AI strategy generation, targeted at retail algo traders, prop desk quants, market makers, and fund managers.
- Ownership category
- akta.pro rank
Structure industry classification
Industry- Product category
- Crypto Algorithmic Trading Platform
- NAICS
- Financial Transactions Processing, Reserve, and Clearinghouse Activities (522320), Securities and Commodity Exchanges (5232)
- SIC
- Security & Commodity Brokers, Dealers, Exchanges & Services (6200)
- akta.pro primary industry
- Testing, Simulation & Local Dev Environments (testnets, forks, fuzzing, CI) (FSAPABAG)
Keywords
Where Structure is headquartered
LocationHeadquarters
- HQ city
- Singapore
- HQ country
- Singapore
- HQ region
- Asia
Offices2 records
Markets served
Structure business model
Business model- GTM type
- B2C
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Operations
Revenue model
- Platform Usage / Credits (USDC billing): Structure bills usage in USDC. Credits are consumed by various platform actions, and backtests, paper deployments, and live deployments consume credits at different rates. The platform is currently in early access/launch phase with an evolving billing model.
- Trading Fees (Venue-level): Structure does not take trading fees on top of what the exchange charges the user during the launch phase. Revenue may shift to a take rate or fee-sharing model as the platform scales.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Usage-based | Pay-as-you-go | Early Access / Launch Phase — no public tiers disclosed |
Go-to-market motion1 record
Distribution channels2 records
Marketing channels5 records
Structure product offering
Product offeringCore offering
Structure operates a Web3 platform for building, validating, evaluating, and deploying automated trading strategies without coding. Users describe strategies in plain English and the platform generates, backtests on tick-level data, and deploys deterministic on-chain strategies executing on connected DEX venues (Hyperliquid, Drift, with Jupiter and pump.fun upcoming) under non-custodial, trading-only permissions. Supporting tooling includes a Venue Simulator for paper/backtest jobs, an immutable Revision System for full auditability, and an API plus MCP server for programmatic access.
Product overview
Structure is a unified platform for building, validating, evaluating, and deploying automated trading strategies on Web3. The core Structure Platform enables algorithmic traders to design and deploy fully-automated, permissionless trading strategies in minutes without coding, with execution on venues like Hyperliquid, Jupiter, Drift, and Pump.fun. The platform includes a natural language interface that generates strategies from English descriptions, tick-level data processing for real-time decisions, backtesting capabilities, paper deployments, and live trading execution. Supporting the platform is Structure Documentation (docs.structure.fi), which provides guides, concepts, architecture references, and a comprehensive glossary. The platform separates strategy logic, state machines, and target-position actions to maximize clarity and enable deterministic execution.
Differentiator
Problem solved
Functional benefit
Products and services
- Structure Platform Web3 platform for building, validating, evaluating, and deploying fully-automated, permissionless trading strategies without coding. Users describe strategies in plain English and Structure generates, backtests on tick-level data, and deploys deterministic on-chain strategies to connected DEX venues (Hyperliquid, Drift, with Jupiter and pump.fun upcoming) under non-custodial, trading-only permissions.
Quantifiable outcome
- Deploy fully-automated, permissionless trading strategies on Web3 in minutes with no coding required
- +1 more outcomes
Companies that use Structure
Customer profileSegments5 records
Ideal customer profiles5 records
Structure technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration5 records
AI capability6 records
Feature8 records
Structure partnerships and signals
Strategic signalPartnerships
Two partnerships are on record, tiered core.
- HyperliquidcoreHyperliquid is the first supported trading venue in Structure during the launch phase. Users can deploy live trading strategies on Hyperliquid through Structure. It is the primary venue for live execution at launch.
- DriftcoreDrift is a supported DEX venue available in Structure for live trading. Drift is mentioned alongside Hyperliquid as the initial venues for live deployment. Drift is described as an order-book DEX with guardrails and real-time telemetry.
Scale indicators3 records
Recent moves6 records
Expansion highlights5 records
Structure competitors and assessment
Company assessmentPeers
Direct peers
- Hummingbot: Open-source framework for building and running automated crypto trading strategies across multiple exchanges. Most directly comparable to Structure as an algo-trading tooling platform, though code-first rather than no-code.
- 3Commas: Established retail crypto trading bot platform offering automated strategies, DCA bots, and portfolio management across major CEXs. Comparable to Structure in serving non-coder retail algo traders.
- TokenSets (Set Protocol): DeFi-native automated investment strategies (Robo Sets) on Ethereum that let users buy automated, on-chain trading strategies. Direct peer in non-custodial automated crypto strategy execution.
- Stoic AI: AI-powered automated crypto investing app offering strategy portfolios for retail users. Comparable to Structure's AI strategy generation use case for retail algorithmic traders.
- Pionex: Crypto exchange with built-in free trading bots (grid, DCA, arbitrage) targeting retail algo traders. Comparable in offering automated trading strategies without coding.
- Quadency: Crypto trading automation platform with bots, backtesting, and multi-exchange connectivity. Targets similar retail/prosumer algo trader personas with automated strategy execution.
Emerging players
- Hyperliquid: Decentralized perpetual exchange that is Structure's first live execution venue at launch. Comparable as a DeFi trading venue and potential future competitor if it layers its own algo-trading tooling.
- Drift Protocol: Solana-based order-book DEX supporting perps and spot; live execution venue for Structure. Comparable as a venue partner and adjacent trading venue that could expand into strategy tooling.
Market position
Strengths4 records
Weaknesses4 records
Competitive moat5 records
Key risks6 records
Key highlights7 records
Customer concentration
Structure social profiles
Digital presenceStructure financial estimates
Financial estimateRevenue estimate
Valuation estimate
Structure leadership team
Management profileNumber of profiles
Profiles1 record
Structure funding detail
Funding detailFunding overview
Funding rounds1 record
Investors6 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Structure 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 Structure
What does Structure do?
Structure operates a Web3 platform for building, validating, evaluating, and deploying automated trading strategies without coding. Users describe strategies in plain English and the platform generates, backtests on tick-level data, and deploys deterministic on-chain strategies executing on connected DEX venues (Hyperliquid, Drift, with Jupiter and pump.fun upcoming) under non-custodial, trading-only permissions. Supporting tooling includes a Venue Simulator for paper/backtest jobs, an immutable Revision System for full auditability, and an API plus MCP server for programmatic access.
Is Structure a public or private company?
Structure is a private company. It is classified as venture growth investor backed and is currently operating.
When was Structure founded?
Structure was founded in 2017. It employs 11 to 50 people.
Where is Structure based?
Structure is headquartered in Singapore, Singapore, in the Asia region.
How does Structure make money?
Two revenue lines are on record. Platform Usage / Credits (USDC billing) is the primary driver. The others are trading Fees (Venue-level).
Who are Structure's main competitors?
Cryptohopper is listed as a peer. Direct peers are Hummingbot, 3Commas, TokenSets (Set Protocol), Stoic AI, Pionex and Quadency. Emerging players are Hyperliquid and Drift Protocol.
Does Structure have an API?
Yes. Structure offers an API and MCP (Model Context Protocol) server for product access. The privacy policy states this policy does not cover the Structure web app, API, MCP server, connected trading accounts, wallet sign-in, KYC, trading-account integrations, or other product features covered by a separate in-app notice or product privacy notice. The Terms of Service confirms the Site does not by itself provide account sign-in, wallet connections, trading functionality, AI features, paid services, API access, MCP access, or access to any product feature that requires a Structure account.
What industry is Structure in?
Structure's product category is Crypto Algorithmic Trading Platform. Its primary akta.pro industry code is FSAPABAG, Testing, Simulation & Local Dev Environments (testnets, forks, fuzzing, CI). Its NAICS code is 522320 and its SIC code is 6200.