The Multi-Chain Challenge: Silos, Friction, and Limited Agentic Capabilities

The current landscape presents several hurdles for users and developers:

• Liquidity Fragmentation: Capital is dispersed across various chains, making accessing optimal prices and efficiently executing large trades difficult.

• Complex User Experience: Interacting with different chains requires managing multiple wallets, tokens, and gas currencies, which creates a cumbersome user experience. Understanding each chain's intricacies also carries a significant cognitive load.

• Limited Interoperability: The lack of standardized protocols makes it challenging for dApps and protocols on different chains to communicate and collaborate.

• Restricted AI Agent Capabilities: Existing AI agents are typically confined to single-chain environments, limiting their ability to leverage opportunities across the broader ecosystem. This constraint hinders their effectiveness in cross-chain arbitrage, yield optimization, and automated portfolio management.

Tria recognizes that unlocking the full potential of blockchain requires breaking down these silos and creating a more unified and accessible environment.

TriAI Framework: The AI-Powered Multichain Execution System

The TriAI Framework is a permissionless, AI-native orchestration layer that enables multi-agent coordination across all blockchain environments.

AI agents autonomously execute user intents rather than conduct manual transactions. Transactions dynamically route through the most efficient liquidity pools across the EVM, MoveVM, SolanaVM, and Cosmos chains. Thus, cross-chain execution becomes automated, trustless, and agent-driven.

At its core, the TriAI Framework enables AI agents to:

✔ Discover, allocate, and optimize resources across multiple chains.

✔ Execute intent-driven workflows independently, removing execution complexity.

✔ Orchestrates liquidity solutions, enabling automated rebalancing and asset coordination.

BestPath AVS: Bridging the Blockchain Silos

BestPath AVS, a component of the Tria ecosystem, revolutionizes multi-chain interactions. Before AI integration (BestPath v1), it facilitated permissionless, chain-abstraction operations allowing users to interact with assets across various Virtual Machines (VMs) without requiring specific wallets or gas tokens. A critical advancement came with BestPath AVS v2, which integrated AI capability, significantly streamlining the user experience.

Key Components of BestPath AVS v2 BestPath AVS v2 builds upon its predecessor while focusing on an enhanced user experience and streamlined transaction processes.

Core components include:

• Modular Architecture: BestPath AVS securely executes complex transactions across EVM and non-EVM chains by leveraging threshold signature schemes (TSS) and pluggable frameworks like heuristic logic and action validation (HLA) via EigenLayer. This modularity allows for future expansion and integration with new blockchain networks.

• Pareto-Optimal Incentive Structure: BestPath's marketplace leverages competitive models to ensure optimal strategies for liquidity providers and pathfinders. This real-time optimization enhances cost efficiency, speed, and security without human intervention.

• Chain-Abstraction Techniques: By abstracting chain-specific complexities, BestPath AVS enables seamless interactions with dApps across diverse VMs like EVM and MoveVM. Users can access liquidity without navigating complex cross-chain protocols.

Implementation and Impact of TriAI Framework

The TriAI Framework integrates AI agents with Tria's infrastructure to enable seamless agentic coordination. By leveraging the BestPath AVS for cross-chain intent execution and CoreSDK for trustless wallet management, the TriAI Framework creates an ecosystem where AI and blockchain collaboration is optimized across multiple chains.

Impact on Blockchain and AI Ecosystems

The TriAI Framework significantly enhances the ability of AI agents to operate across blockchain silos, improving scalability, efficiency, and security. It addresses the limitations of traditional single-chain frameworks by enabling AI agents to access and transact across diverse ecosystems seamlessly. This convergence of blockchain and AI technologies sets a new standard for secure and efficient cross-chain operations, promising a future where economic coordination can occur autonomously and efficiently without human oversight.

AI Enablement in BestPath AVS v2 BestPath

AVS's significant upgrade lies in its AI-powered intent resolution. Tria's AI agents, known as Pathfinders, are integrated to analyze market conditions, simulate various execution paths, and propose competitive strategies.

This AI-driven decision-making process simplifies cross-chain operations, significantly improving user experience. Pathfinders rapidly assess factors like transaction cost, execution speed, and security, enabling the selection and orchestration of the optimal execution path without user intervention.

The Intent-Driven Ecosystem

BestPath AVS and its AI-native financial primitives fundamentally alter how users and developers interact with multi-chain DeFi. The framework shifts from a transaction-centric to an intent-driven model, transforming the paradigm. Users specify their desired outcome (i.e., "Swap 1 ETH for 1.5 USDC without slippage greater than 1% across the best route") rather than complex, manual instructions.

This declarative approach empowers users with an easy-to-understand interface, freeing them from the intricacies of cross-chain mechanics and minimizing potential errors. Pathfinders analyze market conditions, and the system automatically executes the optimum path, offering better rates, speed, and enhanced security.

Key Components of the TriAI Framework

The TriAI Framework integrates advanced technologies to enable seamless multichain AI operations.

**BestPath AVS: AI-Driven Intent Resolution
**
BestPath AVS is the backbone of the TriAI Framework, enabling AI agents to process intents—declarative statements of desired outcomes—across multiple chains. Agents leverage BestPath AVS to:

• Simulate Execution Paths: AI-powered solvers, called Pathfinders, analyze real-time market conditions and propose optimal execution strategies.

• Automate Cross-Chain Coordination: Agents autonomously select and execute the most efficient path, handling liquidity sourcing, transaction sequencing, and security protocols.

• Optimize Cost and Speed: BestPath AVS ensures that transactions are executed at the lowest cost and highest speed, abstracting technical complexities from end users.

Example: A user expresses the intent, “Swap 1 ETH for AVAX with a maximum slippage of 1%.” The TriAI Framework dynamically routes the transaction through the most efficient path, bridging Ethereum and Avalanche liquidity while adhering to the user’s constraints.

**TriAI: Agent-to-Agent Collaboration
**
The TriAI Framework is the intelligent orchestration layer that enables AI agents to operate autonomously and collaboratively across multiple chains. This is where the true power of AI comes into play. The framework empowers these agents to manage resources, coordinate workflows, and make intelligent decisions without human intervention. Key features include:

• Agent Orchestration: The TriAI Framework provides a unified environment for managing and coordinating AI agents operating on different chains. This includes tools for resource allocation, task assignment, and inter-agent communication.

• Intent-Driven Collaboration: The framework allows agents to declare their intents (e.g., "Find the cheapest source of DAI on any chain") and autonomously discover collaborators across chains. This enables the creation of sophisticated, multi-party workflows.

• Real-Time Settlement: The framework enables real-time resource and payment settlement between agents operating on different chains. This is achieved through atomic cross-chain transactions and decentralized escrow mechanisms, ensuring fairness and trustlessness.

• Swarm Orchestration: The TriAI Framework allows AI agents to work in swarms, dynamically adjusting their behavior based on changing market conditions. This is crucial for optimizing complex tasks like market making and arbitrage.

**CoreSDK: Secure Wallets and Permissioning for AI Agent
**
CoreSDK is a toolkit that allows developers to build agents to securely manage assets and execute transactions across different blockchain networks. It provides the foundation for the secure and controlled execution of AI agent actions.

• Non-Custodial Wallets: Agents leveraging the CoreSDK are equipped with MPC wallets based on the threshold signature scheme (TSS). These wallets enable non-custodial management of cross-chain assets, meaning no single entity controls the agent's funds.

• On-Chain Permissioning: CoreSDK integrates with Lit Protocol to establish on-chain programmable permissioning frameworks for granular access controls. This allows agent owners to define precise rules governing the agent's behavior, such as spending limits, time locks, and whitelisted recipient addresses.

• Trusted Execution Environments (TEEs): The integration with the Lit Protocol leverages Trusted Execution Environments (TEEs) to securely store cryptographic keys and ensure tamper-proof execution of agent logic. This provides a high level of security and prevents unauthorized modifications to the agent's behavior.

• "Human-in-the-Loop" Mechanisms: CoreSDK allows for implementing "human-in-the-loop" mechanisms for critical actions. This means that certain transactions require approval from a designated human operator, providing additional security and oversight. Threshold signing, where multiple parties must approve a transaction, can also be implemented for critical actions.

Why AI?

The TriAI Framework revolutionizes DeFi execution by shifting from manual transactions to intent-based execution. Traditionally, users navigating DeFi must manually select the blockchain, protocol, and transaction path while accounting for gas fees, slippage, and liquidity fragmentation. Cross-chain transactions further complicate the process, often leading to high costs and delays due to inefficient bridging mechanisms.

TriAI eliminates this complexity by allowing users to express their financial goals as high-level intents rather than manually executing each step. Instead of specifying each transaction detail, users can state objectives like “Swap 500 USDC for the highest yield-bearing ETH across all chains” or “Earn 6% APY on staked SOL while avoiding liquidity slippage.”

AI-powered Pathfinders analyze real-time market conditions, compute the best execution routes, and execute transactions seamlessly across multiple chains. This automation enhances execution speed, optimizes capital allocation, and improves precision, marking a paradigm shift in DeFi usability.

AI Agents as Autonomous Liquidity Coordinators (Pathfinders)

Within the TriAI Framework, AI-driven agents—referred to as Pathfinders—function as autonomous liquidity coordinators. Instead of rigidly executing predefined transactions, these agents dynamically determine the optimal execution pathway, adapting to real-time market fluctuations.

The process begins when a user declares an intent, capturing their goal without requiring intricate transaction details. Pathfinders then compete to execute the intent in the most efficient way, optimizing for accuracy, cost, and speed. The AI selects the best execution route by intelligently navigating liquidity pools, relayers, and arbitrage mechanisms. Finally, the execution is transparently finalized on-chain, ensuring MEV protection and provable security. This system enhances capital efficiency across multiple chains while removing the burden of constant user intervention.

Composable Liquidity & Token Routing – Unlocking Multi-Chain Capital Flow

Liquidity fragmentation remains a significant challenge in DeFi, often limiting efficiency and yield potential. TriAI addresses this issue by integrating BestPath AVS, an AI-driven liquidity aggregation system that enhances cross-chain capital flow. This system enables AI-assisted liquidity aggregation, predictive modeling for risk assessment, and cross-contract execution without the need for manual bridging.

By creating a seamless AI-coordinated liquidity layer, TriAI ensures that assets can move fluidly across different execution environments. The framework can autonomously detect and capitalize on arbitrage inefficiencies and facilitate multi-step DeFi interactions such as Swap → Stake → Reinvest. Instead of users constantly rebalancing their liquidity positions, AI-driven automation optimizes yield, transaction costs, and overall efficiency, ensuring maximum capital utilization across all major blockchain ecosystems.

Multi-Agent Cooperation – The AI-Powered DeFi Marketplace

The TriAI Framework is not just an execution layer—it fosters an autonomous, competitive AI marketplace where agents collaborate and compete to optimize various DeFi strategies. AI-driven agents specialize in key functions such as DEX route discovery, automated yield farming, DeFi position rebalancing, and MEV-resistant execution.

For instance, consider a DAO managing $50M in multi-chain assets. Instead of manually reallocating funds, AI agents autonomously rebalance liquidity between Ethereum, Solana, and Cosmos, ensuring the best returns. AI-Pathfinders analyze predictive yield expectations and dynamically route funds across DeFi vaults. By eliminating the need for human-initiated adjustments, the TriAI Framework significantly reduces execution overhead, making DeFi operations fully autonomous and hyper-efficient.

CoreSDK – The Security and Permissioning Layer

To maintain trustless execution, the TriAI Framework is fortified by CoreSDK, a robust security and permissioning layer designed to protect AI-driven transactions. CoreSDK employs advanced cryptographic techniques such as Threshold Signature Schemes (TSS) and Multi-Party Computation (MPC) to secure AI-controlled wallets. Additionally, on-chain permissioning mechanisms prevent unauthorized actions, while Lit Protocol’s Trusted Execution Environments (TEEs) safeguard AI execution from external tampering.

This architecture ensures that AI-driven transactions remain transparent, immutable, and secure. Developers cannot override or manipulate AI executions, safeguarding DAO funds from centralized control. Furthermore, smart contracts can trigger pre-permissioned transactions, enabling seamless automation of on-chain financial operations. By integrating these security measures, TriAI guarantees that AI-driven execution remains provable, non-exploitable, and aligned with decentralized finance principles.

AI In Wallets: Tria

TriAI’s Framework’s ultimate use case for B2B partners would enable AI agents to take over tasks that currently require human input. Here are some of the ideas we’ve been working on and enabling within wallets.

• Research Agent: Your market analyst. Fetches token insights, macroeconomic data, and curated news tailored to your portfolio. Integration with Coingecko and Hive AI ensures precision in charting and analysis.

• Wallet Agent: The cornerstone of your autonomy, managing interactions and transactions with other agents. It enforces the guardrails you define in natural language—“Never invest more than $500 in high-risk protocols” or “Auto-approve transactions below $10 for subscription services.”

• Investment Agent: A hands-off manager. It allocates $100 to emerging DeFi protocols or optimizes funds based on your risk profile and return goals. You choose the provider; it does the work.

• Trading Agent: Execute complex strategies on behalf of the user, such as swaps, gas abstraction, and a bridge to a chain to deposit the funds—all abstracted via the AI Agents.

• Agents Marketplace: Within the trading terminal, users can access and utilize agents based on Eliza or Virtuals framework, allowing them to allocate their capital better and choose from thousands of agents.

Conclusion

The TriAI Framework represents a significant leap forward in the realm of blockchain interoperability and decentralized agent coordination. By leveraging AI-driven capabilities, the framework addresses critical challenges in resource allocation, intent-driven collaboration, and transactional workflows. Integrating Tria’s CoreSDK and BestPath AVS further enhances the framework’s capabilities, providing a robust and secure environment for multi-chain operations.

As the blockchain ecosystem evolves, the TriAI Framework stands at the forefront of this transformation, shaping the next generation of Web3 applications. By enabling seamless, efficient, and secure multi-chain interactions, TriAI is poised to revolutionize how decentralized systems operate, paving the way for a more connected and interoperable blockchain future.

Follow @useTria for updates on the latest developments in interop, AI, and wallet infrastructure. Also, make sure to check out the previous two blogs in the series below. 

https://mirror.xyz/0x4D12acE5D0c63a161dB21b78cC5a784aC2870ddD/IVEEe72PVMhyb210jC0TJwUWYFVVmxx9U4RNIW8dor8

https://mirror.xyz/0x4D12acE5D0c63a161dB21b78cC5a784aC2870ddD/VAiCaahyg4puLONKi1BIjMLK-OslsRxd9sf-RUVLCkg

In our last blog, we touched on Tria’s tech stack, which consists of CoreSDK, TriAI Framework, and a few of its use cases, BestPath AVS also being one of them. From the last article, BestPath is best defined as “the most efficient route for liquidity and intent execution, leveraging Pathfinders.”

This deep dive aims to share more intricate details about BestPath and how it transforms intent resolution and marketplace coordination by leveraging AI for automated decision-making, multi-step transaction execution, and predictive optimization.

We’ll dissect its core components, analyze its role in bridging blockchain silos, and define its impact on BestPath Zen —The AI-Powered Marketplace for Financial Strategies/Pathfinders. But before discussing the marketplace, let’s try to understand the AI enablement behind BestPath.

BestPath AVS: Pre And Post AI

Before we begin, it’s important to note that before the AI enablement within BestPath AVS, the core stack was still way ahead of its time.

The early adopter and partners of Tria had access to BestPath AVS v1 months back, which was a breakthrough for the Intents marketplace working in collaboration with the core team @eigenlayer. Launched in Feb of last year along with close partners with the main aim to operate as a permissionless, chain-abstraction platform where users can interact with assets across multiple virtual machines (VMs) without needing specific wallets or gas tokens.

BestPath v1 was designed to bridge multiple ecosystems and partners, providing a common platform for them to work together. With BestPath v2, we've taken it further by making the platform compatible with agents. At its core, BestPath is a two-way street where AI agents use the platform through the TriaAI framework. In turn, BestPath leverages AI agents as liquidity providers and pathfinders to provide a seamless and efficient experience."

Key Components of BestPath AVS

• Modular Architecture: BestPath AVS incorporates Threshold Signature Schemes (TSS) and pluggable frameworks like Heuristic Logic and Action Validation (HLA) via EigenLayer. This setup enables secure execution of complex transactions across EVM and non-EVM chains.

• Pareto-Optimal Incentive Structure: The marketplace within BestPath utilizes competitive models to ensure operators implement the most efficient strategies. This optimizes cost and speed and ensures real-time liquidity sourcing and transaction sequencing without human intervention.

• Chain-Abstraction Techniques: By abstracting away chain-specific complexities, BestPath allows users to interact with dApps across different VMs (like EVM and MoveVM) without manually switching between networks or conducting cross-chain operations. This abstraction simplifies asset management and liquidity-unified experiences for users.

BestPath v2 retains the same core features as v1 but with a key focus on creating a smoother user experience. We aimed to reduce the time spent understanding transaction processes, allowing users to prioritize their primary goal: accessing allVM liquidity efficiently. To address challenges from v1, we integrated Artificial Intelligence (AI) into the system. This upgrade enhances existing workflows and strategically applies AI where it adds the most value—resulting in the improved, user-centric BestPath v2.

Tria’s Core team has been working on AI Pathfinders since Q4 of 2024 alongside various partners like Talus, Netmind, Skynet, AggLayer, Axel, Nuffle, Eigen Layer, etc - along with various upcoming partners in the coming months.

The core existence of AI in BestPath AVS starts with Pathfinders. Pathfinders in the BestPath AVS form dynamic micro-markets of modular interoperability stacks. These micro-markets enable a competitive ecosystem where solvers, DeFi protocols, fast-finality guarantors, transport layers, liquidity pools, relayers, paymasters, and other specialized actors engage in capturing, routing, and executing user intents across heterogeneous environments.

For an everyday user - the above seems too complex to understand. End-goal is to allow users to have access to allVM liquidity and users do not need to know how the system in place to achieve their individual goal. AI enablement in BestPath v2 abstracted the technical overheads even further.

When a user expresses an intent—a simple asset transfer or a complex cross-chain transaction—AI agents within BestPath AVS, known as "Pathfinders," rapidly analyze current market conditions.

Pathfinders simulate multiple execution paths and propose competitive strategies based on criteria such as cost, speed, and security. The system then autonomously selects and executes the most efficient solution, seamlessly handling cross-chain coordination, liquidity sourcing, and transaction sequencing.

Ultimately, the core BestPath remained the same; AI enablement helped mitigate a lot of existing computing and decision-making off-chain and helped users achieve their ultimate goal - "Seamless liquidity access across allVMs”.

Core Principles and Components: AI In BestPath AVS

The upgraded BestPath is designed to dissolve cross-chain friction, replacing manual bridging and siloed liquidity with AI-driven intent automation. Its architecture rests on five innovations:

Intent-Driven Collaboration and Coordination

BestPath AVS introduces the concept of declarative outcomes, allowing users to articulate their desired financial objectives without delving into the intricate details of each transaction. For example, a user can specify "Swap 1 ETH for AVAX with a maximum slippage of 1%" without specifying the exact chains or bridges to use. BestPath AVS then translates this high-level goal into actionable, machine-readable "executive plans," ensuring compliance with predefined constraints and user preferences.

This approach simplifies the user experience and allows for more efficient and dynamic execution of financial strategies. Instead of manually setting up and managing complex transactions, users can rely on BestPath AVS to handle the details and adapt to changing market conditions in real-time. For instance, if market conditions change, the system can reroute the transaction to a more cost-effective chain while meeting the user's original constraints.

Examples of Declarative Outcomes

1. Asset Swaps: Users define goals like "Swap Bitcoin for Ethereum at a rate of 20 or better per ETH," BestPath AVS will handle the execution using its AI-powered pathfinding algorithms.

2. Yield Optimization: Investors can specify strategies like "Generate 5% annualized yield on USDC," BestPath AVS will monitor the market to maximize returns while minimizing risks.

3. Complex Workflows: Developers can define intricate workflows such as "Buy X token and immediately stake it to earn y rewards daily," allowing BestPath AVS and other components of Tria stack - TriAI Framework and CoreSDK to execute each step precisely and efficiently.

Stateful Automation: Adaptive and Recurring Transaction Flow

One of BestPath AVS's standout features is its ability to adapt to real-time market conditions. AI agents continuously monitor transactional parameters through stateful automation and adjust execution paths to meet user-defined constraints. This ensures that the system remains dynamic and responsive, providing optimal outcomes even in volatile market conditions.

How Stateful Automation Works

1. Dynamic Routing: If market conditions change, BestPathAVS can dynamically reroute transactions to maintain the desired outcomes. For example, if gas fees on one chain increase, the system will automatically find an alternative, more cost-effective path.

2. Proof Verification: Each transaction executed by BestPath AVS is accompanied by cryptographic proofs to verify compliance with user constraints. This ensures that the transaction adheres to the original intent, enhancing security and transparency.

Decentralized Pathfinder (Solvers) Network

At the heart of BestPath AVS lies a competitive marketplace of solvers, including AI-driven agents, market makers, and relayers. These solvers bid to fulfill user intents, ensuring the best possible execution in terms of cost, speed, and efficiency. The network fosters a collaborative and competitive environment that drives continuous innovation and optimization.

Key Features:

1. Pluggable Proofs: BestPath AVS supports various proof systems, including zero-knowledge proofs (ZK), light clients, and oracles, seamlessly to handle the intricacies of different blockchain networks.

2. Proof-of-Efficiency: Solvers submit cryptographic proofs to demonstrate the efficiency and compliance of their solutions. These proofs are evaluated by the AI, which ranks them based on cost, speed, and user preferences.

3. Reputation-Driven Incentives: High-performing solvers gain priority in future auctions, creating a system that incentivizes excellence and reliability. Conversely, malicious actors are penalized, maintaining the network's integrity.

Multi-chain Abstraction

BestPathAVS abstracts the complexities of individual blockchain networks, providing a unified and seamless experience for multi-chain transactions. This abstraction layer allows users to interact with a single, cohesive platform, regardless of the underlying blockchain nuances.

Key Components:

1. Verification Layer: This layer abstracts chain-specific logic, such as consensus finality, bridges, and consensus mechanisms, into a universal verification framework. AI selects the optimal proof system per intent.

2. Atomic Cross-Chain Execution: Enables multi-step workflows to be executed atomically. For example, a transaction that involves swapping assets, bridging the result, and then staking the tokens will be handled in an all-or-nothing manner, ensuring transaction integrity and reliability.

3. Virtual Liquidity Layer: BestPathAVS aggregates capital pools and liquidity sources across multiple chains, creating a unified liquidity graph. This ensures that users can tap into global capital and liquidity without manual bridging.

AI-Native Financial Primitives

BestPathAVS introduces AI-native financial primitives, allowing developers to deploy complex financial strategies with ease. These primitives leverage AI to handle routing, slippage management, and compliance, ensuring optimal and efficient execution.

Examples:

1. Strategy Templates: Developers can define financial strategies such as "Maximize yields across DeFi chains, rebalance daily with medium risk tolerance." BestPathAVS handles the execution details, including routing, slippage, and compliance.

2. Through simulation of transaction ordering and private mempool utilization, BestPathAVS can prevent front-running and other MEV-related issues.

3. Autonomous agents stabilize asset prices across decentralized exchanges (DEXs) and bridges using predictive models and constant arbitrage mechanisms to ensure market efficiency.

Zero-Integration Framework

BestPathAVS offers a seamless developer experience, allowing for single SDK integration. Developers can articulate their intents declaratively, and BestPathAVS translates these intents into actionable commands, handling the complexities of execution across multiple chains. Key Features of the Zero-Integration Framework

1. Universal SDK: The BestPathAVS SDK enables developers to specify their intents declaratively, such as "Source the lowest rate USDC loans from any chain." The SDK then handles the multi-chain logic, abstracting the complexities.

2. Event Triggers: Smart contracts can use BestPathAVS’s pub/sub system to trigger intents automatically based on specific events. For example, liquidate loans if collateral drops below a certain threshold.

By leveraging these AI-native primitives and state-of-the-art automation, BestPathAVS streamlines cross-chain interactions, making them more efficient, secure, and user-friendly.

BestPath AVS: AI-Powered Intent Orchestration

BestPath AVS is the core of Tria’s vision to unify blockchains through declarative intent processing. Users express what they want (e.g., bridge, swap, stake) rather than dictating how to achieve it. The system’s AI decomposes these goals into executable tasks, dynamically routing them through the most efficient Pathfinders across chains.

BestPathAVS shifts the paradigm to intent-based coordination by allowing users to specify only their desired final outcome, such as:

"Swap 100 USDC to ETH at the best rate across all available chains.” “Move liquidity from Chain A to Chain B, minimizing gas costs.” “Provide liquidity to a yield pool with the highest APY"

From there, an AI-driven network of solvers competes or collaborates to resolve the intent under optimal conditions. MEV protection, gas efficiency, and execution guarantees are built into the intent resolution process, abstracting complexity from end users.

Intent Resolution Flow in BestPathAVS

1. Users submit an intent – Instead of executing manual transactions, users specify only the outcome they want.

2. Pathfinders (AI-powered solvers) analyze possibilities – Off-chain intelligence assesses the best execution strategy based on real-time market conditions.

3. Optimized execution path is selected – AI agents determine the most efficient order routing, liquidity sourcing, and settlement procedure.

4. Final execution and settlement – Verified conditions are enforced on-chain with provably optimal results.

This declarative approach turns multi-chain complexity into a singular, streamlined execution experience, where AI continuously improves decision-making.

For users with multiple intents, each intent having a different request would be a much more complex flow, as shown below.

BestPath Zen: The AI-Powered Marketplace for Pathfinders and Financial Strategies

BestPath Zen is a permission-less marketplace where AI-driven agents (referred to as pathfinders) compete and collaborate to fulfill user intents. These intents, which are declarative goals like "Trade ETH for USDC at the best rate across chains" or "Maximize yield across DeFi protocols," are processed by a network of specialized solvers.

The marketplace is designed to abstract the complexity of cross-chain interactions, enabling users to focus on their goals while Tria’s AI agents handle the intricacies of execution.

Think of the ZEN marketplace as a symphony of pathfinders. At its core, Zen is a meritocratic arena where specialized AI agents (Pathfinders) compete to solve user intents. Think of them as financial mercenaries with niche expertise:

1. Liquidity Scouts: Scan 50+ chains and AMMs to find optimal swap rates.

2. MEV Snipers: Use predictive models to split large trades, sidestepping front-runners.

3. Proof Custodians: Bundle ZK proofs and bridge attestations to verify cross-chain settlements. Risk Sentinels: Monitor smart contracts for vulnerabilities, rerouting funds if hacks loom.

How Does It Work ?

User submits an intent: “Swap 100 ETH for SOL, max 2% slippage, within 5 minutes.”

Pathfinders race to create Smart Routes—machine-readable execution plans with embedded proofs (e.g., “Bridge 60 ETH via Axelar, swap 40 ETH on Uniswap, aggregate via Jupiter”).

Zen’s Proof-of-Optimization algorithm audits routes, scoring them on cost, speed, and security. The winning Pathfinder earns fees while losing strategies learn from the loss to improve future bids - strategies are open for everyone to review.

Why BestPath Zen Changes Everything

• For Users: Complex cross-chain DeFi becomes as simple as setting a thermostat.

• For Developers: Launch strategies in hours, not months—no bridge integrations or MEV expertise needed.

• For Chains: ZEN turns fragmented liquidity into a network effect: more chains = better routes = happier users.

Now that we have covered BestPath AVS + ZEN….where does it all converge? At Tria, our ultimate goal is seamless interaction with allVMs/allChains.

Tria: BestPath AVS + Tria AI Framework + CoreSDK

Imagine a world where your investments grow and actively protect themselves from market volatility and risks. What is the ultimate goal of regular users? Creating a self-healing portfolio that can withstand the ups and downs of the crypto world. A self-healing portfolio uses revolutionary strategies to migrate funds exponentially to safety automatically, ensuring your wealth remains secure and accessible.

One such strategy is the "Stablecoin Safety Net," enabled through Tria's innovative tools: BestPath AVS, ZEN, and the TriAI Framework. Let’s explore how this works in action.

- Intent: “Hold $100K in stablecoins, diversified across 3 chains. Auto-migrate if depeg risk > 10%.” 

- Execution. 
a. Risk Sentinel detects USDC dipping to $0.93 on Ethereum. 
b. Liquidity Scout finds USDT at $0.99 on Avalanche. 
c. MEV Snipers split the $100K swap into 10 batches across private pools. d. Proof Custodians attest to settlements on all chains in 12 seconds.

- Result: Funds moved with $9 slippage (vs. $1,200 potential loss on Ethereum).

This example can be treated as a small case study of what’s achievable in real-world scenarios by leveraging Tria’s technology stack (BestPath AVS + Tria AI Framework + CoreSDK). We will be covering the this topic in-depth in further articles.

A Unified Future: BestPath AVS/ ZEN and the Next Evolution of Blockchain

BestPath AVS is not just an incremental improvement to blockchain coordination—it represents an imperative shift in decentralized systems' operations. By integrating AI autonomy, predictive intelligence, and cross-chain orchestration, Tria creates a truly borderless economy where:

1. Liquidity is unified across all chains.

2. AI-powered solvers replace manual transaction routing.

3. Users interact with DeFi seamlessly, without handling blockchain complexity.

By abstracting away network-specific complexities, BestPath AVS ensures that any AI agent, DeFi application, or institutional investor can operate without friction across multiple ecosystems.

BestPath seamlessly leverages AI coordination for faster transactions, automated DeFi access, and cross-chain intent resolution; BestPath AVS is set to become the cornerstone of the next generation of decentralized infrastructure. As AI continues to merge with blockchain, the ability to transact autonomously across an intelligent, self-optimizing network ensures that economic coordination is efficient and accessible—without requiring human oversight. While legacy DeFi remains fragmented, Tria’s BestPath AVS is stitching together a genuinely unified, AI-driven financial ecosystem.

Stay tuned as we dig deeper into the TriAI framework in our upcoming series. We will explore the technical implementation details, real-world applications, and the measurable impact of Tria’s solutions on industries ranging from everyday consumer DeFi to complex multi-chain VM operations.

Follow @useTria for upcoming AI series and more in-depth technical articles/updates as we collaborate to build a Real AI-driven intent Resolution and Marketplace.

Problem Statement

At the heart of this challenge lies a structural flaw: modern AI agents are designed for single-chain ecosystems. Single-chain constraint creates a multitude of challenges, including inefficiencies in liquidity access, reduced interoperability between different blockchain ecosystems, and heightened risk associated with centralized developer control.

Their inability to natively coordinate multi-chain operations — whether for capital acquisition, liquidity optimization, or resource orchestration — creates inefficiencies that ripple across decentralized markets. Developers face an impossible tradeoff: build narrowly focused agents optimized for single networks or sacrifice performance and security for cross-chain flexibility.

The current framework for AI agent development not only stalls innovation through liquidity and blockspace fragmentation, but also raises concerns around security and trust. This is specifically concerning investment-oriented agents that require robust, secure operations across different chains and ecosystems.

Enter Tria, a groundbreaking infrastructure layer redefining chain and AI abstraction. By decoupling agent intelligence from blockchain-specific complexities, Tria enables a new paradigm where AI systems autonomously discover, collaborate, and optimize across all major virtual machines (VMs) — EVM, SVM, Move-VM, Cosmos, and beyond.

Tria’s Vision: Unleashing Borderless AI Agent Innovation

Tria’s tech is at the forefront of chain and AI abstraction, creating comprehensive solutions for AI agents to interact with, and transact across a broad range of chains and ecosystems. Tria’s tech infrastructure, including BestPath AVS, TriAI Framework and CoreSDK, enable AI use cases across agentic operations, liquidity optimization, and resource orchestration across all chains and ecosystems.

Tria serves developers and enterprises with the tools needed to build and deploy intelligent, autonomous systems that can efficiently manage capital, execute complex transactions, and orchestrate cross-chain operations. This convergence addresses the growing demand for automated, secure, and scalable AI solutions for on-chain trading that eliminates traditional barriers to entry.

At the core of Tria’s infrastructure for AI development are three fundamental pillars that enable a nascent approach to on-chain capital management for AI agents, liquidity optimization, and resource orchestration:

1. BestPath AVS: Cross-Chain Liquidity Access without human intervention

2. TriAI Framework: Agent-to-Agent Resource Orchestration for seamless transaction.

3. CoreSDK: Non-Custodial Wallets with On-Chain Permissioning and Automation

BestPath AVS: Enables Agents to Access Cross-Chain Liquidity Without Training on Specific Chains

BestPath AVS enables agents to seamlessly interface with liquidity, dApps, and protocols across all VMs, including EVM, SVM, Move-VM Cosmos, and more. This allows agents to interact seamlessly with ecosystems without needing to train chain-specific heuristics, custom deployments, or manual integrations.

The underlying BestPath AVS dynamically guarantees the most efficient route for liquidity and intent execution, leveraging Pathfinders. This results in cross-ecosystem efficiency while significantly reducing complexity and operational overhead.

Tria’s BestPath AVS allows AI-enabled agents to revolutionize cross-chain transactions by automating intent execution with precision and efficiency. When a user submits their intent — whether it’s a transfer, DApp interaction, or complex cross-chain operation — agents act as Pathfinders, rapidly analyzing dynamic market conditions and simulating multiple execution paths through BestPath AVS.

Operating competitively, these agents propose different strategies by evaluating cost, speed, and security parameters. A merit-based selection mechanism ensures the most efficient solution is autonomously executed, handling cross-chain coordination, liquidity sourcing, transaction sequencing, and security protocols seamlessly, without user intervention.

Integrating BestPath AVS with agents delivers immeasurable ecosystem benefit, streamlining cross-chain operations with cost and speed optimization and giving developers access to unified liquidity and simplified integration tools. This system also adapts in real time, continuously improving as agents refine strategies through accumulated insights across multiple transactions.

Underpinned by Tria’s BestPath AVS, the architecture abstracts chain-specific complexities while leveraging Agent’s advanced decision-making capabilities. Agents analyze market dynamics, predict optimal routes, and execute intricate transactions autonomously, representing a transformative leap in cross-chain interoperability. By combining intelligent AI with robust infrastructure, the system ensures secure, efficient, and scalable transaction management.

Other Use Cases:

• DeFi Across Chains: Agents can facilitate real-time cross-chain payments by routing user transactions through the fastest and cheapest paths, enabling efficient execution of DeFi strategies like trades across allVMs.

• Yield Optimization: Agents can dynamically move liquidity across chains to maximize Annual Percentage Rates (APRs), reallocating between various platforms with minimal latency.

• Cross-Chain Arbitrage/DeFi: Agents can execute multi-chain swaps by identifying price inefficiencies across decentralized exchanges (DEXs) in real-time.

• Flash Loan Execution: Agents can execute complex flash loan operations involving borrowing from one chain, executing arbitrage or liquidation strategies on another, and repaying on the originating chain, all in a single seamless operation.

• DAO/Investment Agent Treasury Diversification: DAOs or institutional agents can use the platform to diversify their treasury holdings across multiple chains and ecosystems, rebalancing allocations automatically based on market conditions.

TriAI Framework: Enables Agentic Swarm Orchestration Across Multiple Chains

Tria’s CoreSDK represents a significant leap forward in the realm of blockchain interoperability and decentralized agent coordination.

TriAI Framework, a part of Tria’s CoreSDK, enables agentic swarm orchestration across multiple chains, addresses critical challenges in resource allocation, intent-driven collaboration, and transactional workflows.

This innovation enables a new paradigm of decentralized systems where agents — either human-operated or autonomous — can interact seamlessly, efficiently, and trustless-ly across different blockchain networks. Agents operating on different chains can also directly settle resources or payments with one another in real-time, creating an efficient agentic marketplace for complex, multi-party interactions.

Other Use Cases:

• DeFi Across Chains: Agents can facilitate real-time cross-chain payments by routing user transactions through the fastest and cheapest paths, enabling efficient execution of DeFi strategies like trades across allVMs.

• Yield Optimization: Agents can dynamically move liquidity across chains to maximize Annual Percentage Rates (APRs), reallocating between various platforms with minimal latency.

• Cross-Chain Arbitrage/DeFi: Agents can execute multi-chain swaps by identifying price inefficiencies across decentralized exchanges (DEXs) in real-time.

• Flash Loan Execution: Agents can execute complex flash loan operations involving borrowing from one chain, executing arbitrage or liquidation strategies on another, and repaying on the originating chain, all in a single seamless operation.

• DAO/Investment Agent Treasury Diversification: DAOs or institutional agents can use the platform to diversify their treasury holdings across multiple chains and ecosystems, rebalancing allocations automatically based on market conditions.

CoreSDK: Backbone Of Non-Custodial Wallets with On-Chain Permissioning and Automation

Agents leveraging Tria’s CoreSDK are equipped with threshold signature scheme (TSS)-based MPC wallets, enabling non-custodial management of cross-chain assets and chain agnostic operations.

CoreSDK leverages Lit Protocol’s cryptographic infrastructure, establishing on-chain programmable and permissioning frameworks for granular access controls: multi-signature authorization thresholds, automated execution triggers, and role-based security invariants.

This architecture ensures AI-driven decisions — smart contract interactions, liquidity rebalancing, or payment settlements — translate to trustless, auditable on-chain actions without intermediaries.

Addressing the critical challenge in the AI Agent space, “How can developers be responsibly entrusted with an Agent’s wallet?”

CoreSDK framework utilizes Trust Execution Environments (TEEs) to store cryptographic keys securely ensuring that Agent owners maintain control without tampering from developers.

Trusted Execution Environments are tamper-proof, this means anyone can verify that an agent can only perform specific predefined actions, and no updates can be made without proper permission. This approach is critically important for investment-oriented agents, as developers cannot maintain backdoor access to agent actions. “Human-in-the-loop” mechanisms can be implemented using threshold signing for critical actions.

Using the CoreSDK, Agent’s wallet is engineered to shield AI Agents from unauthorized alteration or interference by the developer. This ensures the Agent owner or another entity retains absolute custodianship of the Agent’s assets. By decoupling ownership from execution, the design guarantees that funds cannot be misappropriated by the any developer, even as they carry out the Agent’s predefined intents and operations.

Agent owners/ developers can set up guardrail policies for these agents, controlling actions like spending limits, time locks, or requiring human approval for certain transactions. The upcoming articles will talk more about specific usage of TEEs and integration of agent wallet in depth and how Tria’s leveraging TEEs and agentic-wallet architecture for solving various issues on-hand.

Few Use Cases:

• Autonomous Market-Making: Agents can manage liquidity pools, automatically rebalance based on price movements, and execute swaps without relying on centralized relayers. Tria’s MPC-based wallets enable agents to manage liquidity pools across decentralized exchanges (DEXs) without relying on centralized intermediaries. The use of threshold signatures allows for autonomous execution of rebalancing strategies based on real-time price feeds from on-chain oracles.

• Treasury Management for DAOs: DAO governance votes are encoded into threshold signing policies via CoreSDK, requiring consensus from a subset of signers for treasury actions (e.g., staking, asset diversification). Funds are held in MPC wallets with multi-chain support, enabling cross-chain yield farming. CoreSDK enforces governance-triggered rules, such as time-locked withdrawals or whitelisted recipient addresses, ensuring compliance with DAO constitutions.

• Automated Payments for Subscription Models: Programmable TSS actions can handle recurring payments for subscription-based services, such as blockchain infrastructure providers or decentralized storage solutions, ensuring consistent and timely payments. For fail-safe handling, transactions require fallback approvals via human-in-the-loop guardrails if anomalies (e.g., abnormal gas fees) are detected.

As we move toward a future where blockchain ecosystems operate as a whole, the importance of abstraction and interoperability becomes increasingly evident. Tria’s innovative AI enabled chain abstraction infrastructure stands at the forefront of this transformation, offering a comprehensive solution to the limitations faced by traditional AI agents.

By enabling AI agents to transcend single-chain constraints, interact across diverse ecosystems, and perform complex transactions with precision and security, Tria is shaping the next generation of Web3 applications.

Tria’s BestPath AVS and CoreSDK have established a robust framework for AI agents to interact seamlessly with multiple blockchain networks, enabling advanced use cases such as autonomous market-making, cross-chain liquidity optimization, and agent-to-agent resource orchestration.

These solutions not only address the complexities of blockchain fragmentation but also set a new standard for secure, efficient, and scalable AI integration in Web3 ecosystems.

Stay tuned as we delve deeper into each of these subtopics in our upcoming series, where we will explore the technical implementation details, real-world applications, and the measurable impact of Tria’s solutions on industries ranging from DeFi to enterprise systems.

Make sure to follow @useTria for upcoming AI-series and more in-depth technical articles/updates as we work together to build an AI enabled abstracted future.