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Glossary

Intent-Based Transaction

A blockchain transaction paradigm where users declare a desired outcome (an intent) rather than specifying the exact low-level steps, delegating the execution path to a competitive network of solvers.
Chainscore © 2026
definition
BLOCKCHAIN PARADIGM

What is an Intent-Based Transaction?

A fundamental shift from specifying exact execution steps to declaring a desired outcome, enabling more efficient and user-friendly blockchain interactions.

An intent-based transaction is a declarative model where a user specifies a desired end state or outcome—their intent—rather than the precise sequence of low-level operations required to achieve it. Instead of manually constructing a complex transaction with specific contract calls, gas parameters, and slippage tolerances, a user simply expresses a goal, such as "swap X amount of ETH for at least Y amount of USDC." This declarative paradigm shifts the burden of finding the optimal execution path from the user to a network of specialized solvers or an intent-centric architecture.

The core mechanism involves three primary actors: the user who signs the intent, the solver (or a network of solvers) who competes to discover and propose the most efficient fulfillment path, and a settlement layer (often a blockchain) that securely executes the winning solution. Solvers use off-chain computation and access to various liquidity sources to craft a transaction bundle that satisfies the user's constraints at the best possible cost. This creates a competitive marketplace for execution, often resulting in better prices and gas efficiency for the user, as solvers absorb complexity and risk like MEV (Maximal Extractable Value) extraction.

This approach unlocks significant improvements in user experience (UX) and composability. Users no longer need deep technical knowledge of blockchain mechanics, lowering the barrier to entry. Furthermore, intents can bundle multiple actions across different protocols—like a swap followed by a deposit into a lending market—into a single, atomic declaration. Major implementations and research into this model are being driven by projects like Anoma, SUAVE, and CowSwap, and it forms the conceptual foundation for new account abstraction standards, aiming to make blockchain interactions as simple as stating a goal.

key-features
ARCHITECTURAL PRINCIPLES

Key Features of Intent-Based Transactions

Intent-based transactions shift the paradigm from specifying exact execution paths to declaring desired outcomes, enabling more efficient and user-centric interactions with decentralized systems.

01

Declarative vs. Imperative Logic

Unlike traditional imperative transactions that specify every step (e.g., 'swap X for Y on DEX A, then bridge to chain B'), declarative intents state only the desired outcome (e.g., 'get the best price for 1 ETH in USDC on Arbitrum'). This abstraction shifts complexity from the user to specialized solver networks that compete to fulfill the intent optimally.

02

Solver Competition & MEV Capture

A network of specialized actors called solvers or fillers competes to discover and propose the most efficient execution path for a user's intent. This competition:

  • Optimizes outcomes for users (best price, lowest cost).
  • Transforms MEV (Maximal Extractable Value) from a user loss into a solver's reward for efficient execution.
  • Creates a market for execution quality, where solvers profit by finding better routes than their competitors.
03

Signature Abstraction & Gas Sponsorship

Intent architectures often abstract away transactional complexities:

  • User signs an intent message, not a transaction. This signature can authorize a solver to execute a complex, multi-step bundle on their behalf.
  • Gas fees can be sponsored by the solver and deducted from the output, allowing users to pay in the output token (e.g., pay for an ETH swap with the resulting USDC).
  • Enables batch execution, where one solver's transaction fulfills intents for many users simultaneously, amortizing costs.
04

Composability & Cross-Domain Execution

Intents natively enable complex, cross-protocol operations within a single declaration. A single intent can seamlessly orchestrate actions across:

  • Multiple DEXs and AMMs for optimal price routing.
  • Bridges for cross-chain asset transfers.
  • Lending protocols for leveraged positions.
  • NFT marketplaces for purchases with swapped funds. This creates a unified interface for DeFi lego without requiring users to manually chain transactions.
05

Risk & Trust Assumptions

Delegating execution introduces new considerations:

  • Solver trust: Users must trust the solver network's honesty or rely on cryptoeconomic security (slashing, bonds).
  • Intent fulfillment guarantees: Systems require mechanisms to ensure a signed intent is fulfilled fairly and promptly, often using time limits or commit-reveal schemes.
  • Privacy: Broadcasting an intent can reveal trading strategy; some systems use private mempools or encrypted order flows to mitigate.
06

Architectural Components

A complete intent-based system typically involves:

  • User Interface (UI): Where intents are composed and signed.
  • Intent Standard: A common schema (e.g., EIP-4337 UserOperations for account abstraction, or Cross-Chain Intent Standard) for expressing desires.
  • Solver Network: The competitive layer that finds execution paths.
  • Aggregation Engine/Protocol: The core system that matches intents with solver solutions, verifies fulfillment, and settles.
  • Execution Layer: The actual blockchain transactions submitted by solvers.
how-it-works
MECHANISM

How Intent-Based Transactions Work: The Solver Network

Intent-based transactions shift the burden of complex execution from users to a competitive network of specialized agents, known as solvers.

An intent-based transaction is a declarative statement of a user's desired outcome—such as "swap X token for Y token at the best rate"—without specifying the exact execution path. Instead of manually constructing a complex transaction with multiple steps, the user signs this intent, which is then broadcast to a permissionless network of solvers. These solvers are specialized agents, often bots or sophisticated algorithms, that compete to discover and propose the most efficient way to fulfill the user's goal. The winning solver's proposed transaction bundle is then submitted to the blockchain, finalizing the trade on the user's behalf.

The solver network operates as a competitive marketplace for execution. Upon receiving an intent, solvers analyze the current state of various decentralized exchanges (DEXs), liquidity pools, and bridges to compute optimal routes. Their proposals must satisfy the user's constraints (e.g., minimum output amount) while maximizing their own profit, often from arbitrage opportunities or included fees. This competition ensures users receive execution that is often better than what they could manually achieve. Protocols like CoW Swap and UniswapX utilize this model, where a decentralized settlement layer (like the CoW Protocol settlement contract) acts as a trustless coordinator, verifying the solver's solution is valid before execution.

This architecture fundamentally improves the user experience by abstracting away blockchain complexity. Users no longer need expertise in gas optimization, MEV (Maximal Extractable Value) strategies, or cross-chain bridging mechanics. The solver network internalizes these complexities. Furthermore, it can provide gas sponsorship, where the solver pays the transaction fee, and MEV protection, as the competitive auction can capture value that would otherwise be extracted by searchers and return it to the user. The result is a more efficient, secure, and accessible system for decentralized trading and asset management.

examples
INTENT-BASED TRANSACTION

Examples & Use Cases

Intent-based transactions shift the paradigm from specifying how to execute to declaring what the user wants to achieve. This section outlines concrete applications and the infrastructure enabling them.

01

Cross-Chain Swaps

A user specifies the desired outcome: "Swap 1 ETH on Ethereum for the maximum possible amount of USDC on Arbitrum." An intent solver (or solver network) finds the optimal path across DEXs and bridges, handling all intermediate steps atomically. This abstracts away the complexity of bridge selection, slippage tolerance, and gas management on the destination chain.

02

Limit Orders & TWAP

Users can express conditional trading intents without constant monitoring. Examples include:

  • Limit Order: "Buy 1000 USDC worth of ETH if the price falls below $3,000."
  • TWAP (Time-Weighted Average Price): "Sell 10 ETH evenly over the next 8 hours to minimize market impact." A solver monitors the market and executes the trade only when the specified conditions are met, often with MEV protection.
03

Gas Abstraction & Sponsorship

Users submit intents in native tokens (e.g., "Pay 0.1 ETH for this NFT"), while a relayer or paymaster handles gas payment in the network's native currency (e.g., ETH on Ethereum). This enables:

  • Gasless transactions for improved UX.
  • Sponsored transactions where dApps cover fees.
  • Unified billing across multiple chains, abstracting the complexity of holding multiple gas tokens.
04

DeFi Yield Optimization

An intent like "Deposit 100k USDT into the highest yielding, blue-chip ETH liquid staking derivative pool" is broadcast. Competing solvers analyze yields, risks, and gas costs across protocols like Lido, Rocket Pool, and EigenLayer to find and execute the optimal strategy. The user gets the best outcome without manually comparing rates and managing approvals.

05

The Solver Network

This is the execution layer for intents. Solvers (also called fillers or resolvers) are specialized, often permissionless agents that:

  • Compete to discover the best execution path for a signed intent.
  • Bundle transactions to fulfill the intent profitably.
  • Submit the final transaction bundle to the blockchain, earning a fee. Their competition ensures efficient execution for users.
ARCHITECTURE

Intent-Based vs. Traditional Transaction: A Comparison

A structural comparison of the two dominant paradigms for user interaction with blockchains.

FeatureIntent-Based TransactionTraditional Transaction

User's Declared Goal

Desired outcome (e.g., 'swap X for Y at best rate')

Exact execution path (e.g., call function Z on contract A with parameters B)

Transaction Construction

Performed by a solver or specialized network

Performed by the user's wallet or application

Execution Complexity

Abstracted from the user; can involve multi-step, cross-chain actions

Explicitly defined by the user; typically single-chain, single-contract

Gas Fee Optimization

Solver's responsibility; often more efficient via bundled execution

User's responsibility; requires manual estimation and bidding

Failure Handling

Solver fails or partial fill; user may not pay for failed attempts

Transaction reverts; user pays gas for the failed attempt

User Experience (UX)

Declarative, goal-oriented, simplified

Imperative, technical, requires precise parameter knowledge

Typical Use Case

Complex DeFi strategies, cross-chain swaps, limit orders

Simple transfers, direct contract interactions, voting

ecosystem-usage
INTENT-BASED TRANSACTION

Ecosystem & Protocol Adoption

Intent-based transactions represent a paradigm shift from specifying exact execution paths to declaring a desired outcome. This glossary defines the core concepts, key players, and architectural components enabling this new user-centric model.

01

What is an Intent?

An intent is a declarative statement of a user's desired end state, signed and submitted to the network, without specifying the precise sequence of low-level operations required to achieve it. It outsources the responsibility of finding an optimal execution path to specialized network actors.

  • Declarative vs. Imperative: Contrasts with traditional transactions that imperatively command the blockchain (e.g., 'swap 1 ETH for at least 3000 USDC on Uniswap V3').
  • Flexibility: Allows solvers to leverage private order flow, MEV opportunities, and complex cross-domain routes to fulfill the user's goal efficiently.
02

Core Architecture: Solvers & Aggregators

The fulfillment of intents relies on a competitive ecosystem of solvers and aggregators.

  • Solvers: Network participants (often sophisticated bots or professional market makers) that compete to discover and propose the most efficient fulfillment path for an intent, submitting a proof of fulfillment to claim a reward.
  • Intent Aggregators: Applications or protocols (like CowSwap, UniswapX, or Flashbots SUAVE) that act as a user-facing interface. They collect user intents, manage the solver competition, and ensure the final settlement is valid and trust-minimized.
03

User Benefits & Experience

Intent-centric design fundamentally improves the blockchain user experience by abstracting away complexity.

  • Gas Abstraction: Users often do not need to hold the native gas token for the chain they are interacting with; solvers can pay fees.
  • Optimal Execution: Solvers are incentivized to find the best price across all liquidity sources, including off-chain venues, often resulting in better rates than a user could find manually.
  • Simplified Interactions: Complex multi-step DeFi operations (e.g., cross-chain swaps with bridging) can be expressed as a single, simple intent.
04

Key Technical Concepts

Several cryptographic and economic mechanisms underpin secure intent-based systems.

  • Signature Schemes: Intents are signed messages, often using EIP-712 for structured data, committing the user to their desired outcome and conditions.
  • Fulfillment Proofs: Solvers must provide cryptographic proof that their proposed transaction bundle correctly satisfies the signed intent's constraints.
  • Commit-Reveal Schemes: Used in auction mechanisms to prevent frontrunning and ensure solver competition is fair.
  • Partial Fill Support: Intents can often be partially filled by multiple solvers over time until the total desired amount is acquired.
05

Related Paradigms: ERC-4337 & Account Abstraction

Intent-based transactions are closely related to, but distinct from, Account Abstraction (AA) as defined by ERC-4337. Both aim to improve UX, but through different means.

  • ERC-4337 (UserOperations): Focuses on abstracting wallet logic, enabling gas sponsorship, batched transactions, and custom authentication—still largely imperative.
  • Synergy: Intents can be signed by AA wallets, combining the UX benefits of smart accounts with the execution efficiency of a declarative network. Projects like Candide and ZeroDev are exploring this integration.
06

Challenges & Risks

While promising, the intent-centric model introduces new design challenges and potential risks.

  • Solver Centralization & Trust: The system's efficiency depends on a competitive solver market. Collusion or dominance by a few solvers could reduce benefits.
  • Complexity in Verification: Ensuring a solver's fulfillment path is valid and optimal is computationally intensive and requires robust fraud-proof or cryptographic verification systems.
  • MEV Implications: Intents can create new forms of MEV (e.g., solver extractable value) and require careful mechanism design to protect users.
  • Standardization: Lack of universal standards for intent expression and fulfillment can lead to fragmented liquidity and user experience.
security-considerations
INTENT-BASED TRANSACTIONS

Security Considerations & Risks

While intent-based architectures offer user experience improvements, they introduce novel security models that shift risks from users to solver networks and intent infrastructure. Understanding these risks is critical for developers and users.

01

Solver Trust & Centralization

Users must trust the solver network to execute their intent optimally and honestly. Risks include:

  • Solver Collusion: Solvers could form cartels to extract maximum value (MEV) from transactions.
  • Centralization Pressure: The most efficient solvers may dominate, creating systemic risk if compromised.
  • Malicious Solvers: A solver could front-run, censor, or fail to execute an intent, resulting in financial loss.
02

Intent Expression & Ambiguity

The security of an intent depends on its precise, unambiguous definition.

  • Overly Broad Intents: A poorly defined intent (e.g., "get the best price") gives solvers excessive discretion, potentially leading to unfavorable outcomes.
  • Oracle Dependency: Intents relying on external data (e.g., "swap when price hits $X") inherit the security risks of the oracles providing that data.
  • Interpretation Attacks: Adversaries may exploit ambiguities in the intent's natural language or parameters.
03

Privacy Leakage & MEV

Submitting an intent to a public mempool or solver network can reveal user strategy.

  • Information Asymmetry: Solvers see the intent first, creating opportunities for front-running and sandwich attacks.
  • Pattern Analysis: Repeated intents from a wallet can reveal trading strategies or asset holdings.
  • Cross-Intent MEV: Solvers can bundle multiple user intents to extract value across transactions, potentially harming some users.
04

Infrastructure & Protocol Risk

The new software stack for intents introduces novel attack surfaces.

  • Intent Standard Vulnerabilities: Bugs in the EIP-4337 account abstraction standard or specific intent DSLs could be exploited.
  • Solver Client Bugs: Faulty solver software could cause failed executions or financial loss.
  • Network Censorship: Relayers or the solver network itself could censor certain intents or users.
05

User Responsibility & Key Management

While intents abstract transaction construction, users retain ultimate custody and signing authority.

  • Signing Blindly: Users must still verify the final transaction bundle before signing, a complex task the intent paradigm aims to simplify.
  • Social Engineering: Phishing attacks may trick users into signing malicious intent declarations.
  • Smart Account Risk: Many intent systems use smart contract wallets (ERC-4337), which themselves can have vulnerabilities.
06

Regulatory & Compliance Uncertainty

The legal status of delegating transaction construction is untested.

  • Solver Liability: Who is liable for a failed or malicious execution—the user, the solver, or the protocol?
  • OFAC Compliance: Solvers acting as intermediaries may become subject to sanctions screening requirements, leading to censorship.
  • Consumer Protection: The "set it and forget it" nature of some intents may conflict with financial regulations requiring explicit user consent for each transaction.
DEBUNKING MYTHS

Common Misconceptions About Intents

Intent-based transactions are a paradigm shift in user interaction with blockchains, but their novelty has led to widespread confusion. This section clarifies the most frequent misunderstandings about what intents are, how they work, and their implications for security and decentralization.

An intent is a declarative expression of a user's desired outcome, not a specific set of instructions for achieving it. While a limit order is a specific type of intent (e.g., "swap X for Y if price is above Z"), the concept is far broader. Intents can express complex, conditional, and multi-step goals like "bridge these assets to Arbitrum via the cheapest route" or "deposit into the highest-yielding vault that meets my risk parameters." The key distinction is that an intent delegates the "how" to a network of solvers or fillers, who compete to find the optimal execution path, rather than the user specifying the exact transaction sequence.

evolution
CONTEXT

Evolution & Relation to Account Abstraction

Intent-based transactions represent a paradigm shift in user interaction with blockchains, moving from specifying low-level execution details to declaring high-level goals. This evolution is deeply intertwined with the broader development of account abstraction, which seeks to make blockchain accounts more flexible and programmable.

An intent-based transaction is a declarative model where a user specifies a desired outcome (the intent)—such as "swap X ETH for at least Y USDC"—rather than the precise sequence of low-level operations required to achieve it. This shifts the burden of transaction construction and optimization from the user or their wallet to specialized network participants known as solvers or fillers. The core innovation is the separation of what the user wants from how the network fulfills it, enabling more efficient, secure, and user-friendly interactions.

The evolution toward intents is a natural progression within the account abstraction landscape. Traditional Externally Owned Accounts (EOAs) require users to manually sign and sequence every transaction step, a process prone to error and inefficiency. Account abstraction, through standards like ERC-4337, introduces programmable smart contract wallets that can bundle operations and pay fees in any token. Intents build upon this by abstracting the transaction logic itself, allowing the wallet or a solver to dynamically find the best path to satisfy the user's declared objective across various liquidity sources and protocols.

This relationship creates a powerful stack: account abstraction provides the flexible account layer capable of signing and executing complex transaction bundles, while the intent paradigm defines a new declarative interface on top. Practically, a user's intent is signed by their abstracted account and broadcast to a network. Solvers compete to discover the most cost-effective execution path—potentially involving multiple DEXs, bridges, and aggregators—and submit a fulfillment transaction that the user's account can automatically validate and execute. This architecture promises significant improvements in user experience, capital efficiency, and cross-chain interoperability.

INTENT-BASED TRANSACTIONS

Frequently Asked Questions (FAQ)

Intent-based transactions represent a paradigm shift in how users interact with blockchains, moving from specifying exact execution paths to declaring desired outcomes. This FAQ addresses the core concepts, mechanisms, and implications of this emerging architecture.

An intent-based transaction is a declaration of a user's desired end state (e.g., 'swap X tokens for at least Y of another token') without specifying the exact transaction path or execution details. Unlike a traditional transaction, which is a signed, explicit instruction for the blockchain to follow, an intent is a signed expression of a goal that is offloaded to a network of specialized actors called solvers or fillers to fulfill optimally. This shifts complexity from the user to the network, abstracting away gas management, liquidity routing, and MEV protection.

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