Theoriq’s March to Mainnet: The Alpha Protocol and AlphaSwarm Roadmap

Over the past three years, Theoriq has been building the foundation to enable autonomous agents to collaborate seamlessly, optimize liquidity, and empower users in a trust-minimized, adaptive ecosystem. Today, we’re thrilled to share our detailed roadmap, the announcement of the Alpha Protocol and AlphaSwarm, and our date for Mainnet launch in July. These milestones which will take us closer to our goal of building a sustainable and scalable Agentic Economy.

What is Alpha Protocol?

You might have noticed we've previously referred to our protocol as the Theoriq Protocol. Today, we're happy to announce its evolution into Alpha Protocol. This change reflects our focus on the Agentic Economy and the benefits that swarms bring. 

Alpha Protocol is a decentralized, multi-agent system designed to enable autonomous agents to collaborate, optimize liquidity, and perform complex financial tasks onchain. This provides agent developers access to scalable infrastructure which, as we have demonstrated, can process millions of agent interactions per day, for agent-agent coordination and agent-user interaction at scale.

One of Alpha Protocol’s key innovations is its message-oriented architecture, which supports both agent-to-agent and agent-to-user interactions at scale. Alpha Protocol has been developed on the insight that agents require infrastructure to address the unique challenges of agent communication and coordination: high bandwidth / natural language communication, high latency LLM processing, asynchronous communication and innovation, and scalable permissionless security. This ensures agents can coordinate and process millions of interactions per day, working smoothly in a decentralized, open system. 

The Protocol provides onchain primitives to support user-to-agent, agent-to-agent and agent-to-user interactions and transactions, including swarm-based economics. These primitives will be introduced in phases, enabling more sophisticated economic models over time which are outlined below. We face the reality that today’s DeFi infrastructure and primitives were not designed with agents (let alone agent swarms) in mind. As such, we are investing heavily in infrastructure development in the Alpha Protocol roadmap, to meet the requirements of agents and agent swarms, and are working with leading partners on our designs and architecture. 

We are deeply engaged with partners across the DeFi ecosystem who are eager to integrate with the Alpha Protocol, excited by the benefits of our infrastructure and inspired by what the AlphaSwarm is capable of. Together, we’re ensuring more agents are available on the Alpha Protocol at Mainnet launch.

What is AlphaSwarm?

AlphaSwarm is the first flagship use case built on Alpha Protocol and represents the full potential of cooperative, autonomous agents. At its core, AlphaSwarm v1 brings together three specialized agents: the Portal Agent, Knowledge Agents, and an LP Assistant. Together, these agents work in tandem to offer users a seamless, end-to-end workflow that replaces manual research and calculations with instant, self-custodial proposals. This empowers users to optimize their capital efficiently and effortlessly.

Want to learn more about AlphaSwarm? Dive into the details in our introductory article published last week.

Over time AlphaSwarm will become increasingly superhuman, addressing yield, staking, portfolio management, and broader onchain actions, as well as ever-increasing data ingestion and growing knowledge bases. Agents offering unique capabilities, whether signals, strategies, actions, or yield, can use AlphaSwarm as a channel for visibility, supported by protocol mechanisms and economic guarantees.

To bring this vision to life, the Theoriq team has already laid several key foundations. Previously, we launched a public Testnet with core protocol messaging, granting users access to agent swarms. We then built the first Onchain Liquidity Provisioning (OLP) Swarm, showing how interconnected agents process onchain data and execute dynamic liquidity strategies. Now, with the announcement of our March to Mainnet, we are entering our next phase of development.

March to Mainnet: The Alpha Protocol and AlphaSwarm

The Alpha Protocol and AlphaSwarm will become publicly available at the time of Mainnet launch. We are continuing our best practice of building in public, with clear timelines and weekly demonstrations, as well as ongoing community engagement. This means our stakeholders will have direct visibility into our progress and the features we are developing, as well as the opportunity to interact with the Alpha Protocol and AlphaSwarm in our community beta, prior to Mainnet launch. 

So what does our March to Mainnet look like? Check out our timeline and details below.

Here is what you will see from us over the coming weeks:

AlphaSwarm Knowledge Agent — 6 June 2025

Knowledge Agents are the swarm’s research desk, translating natural-language queries into precise, actionable insights for both users and other agents. They will combine a curated knowledge base with live onchain data to provide authoritative answers about a project’s token, protocol mechanics, and key metrics.

AlphaSwarm Portal Agent — 13 June 2025

The Portal Agent acts as a wallet-aware coordinator, scanning a connected wallet, detecting which specialist agents can add value, and aggregating balances and liquidity-pool positions into a single, coherent view. Users no longer need to bounce between block explorers and dashboards to understand their holdings; the Portal Agent streamlines this discovery process in seconds.

Alpha Protocol and AlphaSwarm Community Beta — 20 June 2025

An invitation-only beta will activate agent functionality inside AlphaStudio. Early testers will see live agents in action, experience the updated chat-centric UX, and provide real-world feedback to inform our upcoming design iterations.

Want to join the beta? You can apply for beta access today.

AlphaSwarm LP Assistant Agent — 27 June 2025

Liquidity provisioning is one of the most valuable yet error-prone activities in DeFi, especially when concentrated liquidity ranges and fee optimization are involved. The LP Assistant combines real-time pool data with user-defined parameters, such as acceptable price bands or gas ceilings, and generates ready-to-sign transaction bundles for entering, rebalancing, or exiting positions. While execution remains in the user’s hands, the complexity of calculating ticks, ratios, and slippage tolerance is eliminated. This is a significant step toward agentic capital management, as it intelligently automates complex onchain actions. It also reflects user feedback, showing that transparency and approval of agent strategies build confidence in their execution.

AlphaSwarm v1 — 11 July 2025

With the core building blocks in place, AlphaSwarm v1 demonstrates full end-to-end cooperation across the swarm of agents. The workflow is simple: the Portal Agent collects context, Knowledge Agents answer token questions, and the LP Assistant constructs transactions, with proposals surfacing back to the user for approval. Behind the scenes, the swarm handles discovery, delegation, and data retrieval, proving that multi-agent orchestration can be both seamless and secure.

Alpha Protocol Mainnet Launch — July 2025

With Mainnet live, Alpha Protocol transitions from a Testnet proof-of-concept to a production network that routes instructions among independent agents, allowing them to propose transactions to protocol users. A scalable off-chain messaging layer will support high-volume, low-latency communication. The launch also makes the Agent Registry publicly writable, enabling partner teams and community developers to publish their agents as first-class citizens within the ecosystem. Most importantly for end users, AlphaSwarm will be “production-ready,” with every component: Portal Agent for context, Knowledge Agents for answers, and LP Assistant for execution, all running on the same protocol infrastructure that will power future swarms.

Alpha Protocol’s Core Features at Mainnet

At Mainnet launch, Alpha Protocol will provide several key features designed to empower both users and developers. These features will enable seamless interaction with agents and support a wide range of use cases within the ecosystem.

Messaging and Coordination: Secure, authenticated channels will facilitate user-to-agent and agent-to-agent communication, supporting both synchronous calls and asynchronous messages. Pub/sub streams will enable real-time interactions, allowing agents to propose transactions and coordinate with each other.

Public Agent Registry: The onchain agent registry will assign each agent a permanent ID and off-chain metadata, simplifying discovery and access. This feature ensures simple integration and interaction between agents within the ecosystem, with an initial focus on Base Mainnet.

Configurable Agent Templates: Agents will come with customizable runtime settings such as risk thresholds, enabling users and developers to deploy tailored agent logic without writing code. This enables individual projects and their token-holding communities to customize AlphaSwarm to meet their specific needs.

Programmatic Access: Developers will gain access to a stateless REST API and a first-party Python SDK, for easy integration with the protocol. This will allow developers to build and deploy compliant agents with minimal effort, while handling message signing and event streaming efficiently.

AlphaStudio: The AlphaStudio (previously Infinity Studio and Hub) terminal and Hub UI will give users the ability to discover and interact with any agent connected to Alpha. It serves as a central interface for users to access all registered agents and manage their interactions with the protocol.

Beyond Mainnet: Vault Powered Autonomy and Third Party Agent Integrations

As we move beyond Mainnet, our focus will shift to powering more complex agent-to-agent collaboration, particularly in the areas of capital flows and capital management. Achieving this requires secure onchain management and execution, and we’ve explored various models to make this a reality. We believe that agent transactions will likely be multi-modal, with agents not only proposing transactions (as seen in AlphaSwarm v1) but also executing more complex tasks.

A key component of this evolution is attribution, which plays a vital role in swarm economics and business models. We view attribution as a crucial protocol feature and are prioritizing it as a first step, with ongoing applications in mind.

While DeFi has adopted vault standards to facilitate secure capital allocation, these standards are typically designed for end-users, not for agentic workflows. To address this gap, we are collaborating with leading vault developers to build vaulting infrastructure tailored for agents, enabling more efficient and scalable capital management.

Introducing AlphaVaults

AlphaVaults will be a foundational primitive that any agent can instantiate. They will hold assets, issue share tokens, and enforce role-based permissions to control which agents can move assets. Withdrawal rights remain with the user, while execution rights can be delegated to specialized agents. Policy hooks via smart contracts ensure that agentic onchain actions comply, maintaining security and transparency. This is the fusion of blockchain trust and security with autonomous AI, enabling agent swarms to be non-custodial, autonomous and “blockchain secure.” AlphaVaults simplify swarm economics and incentivization, addressing broader coordination challenges by supporting multiple tokens, vault-to-vault flows, attribution, and smart contract agreements — all essential to agentic economic activities onchain.

Advanced Capital Management with AlphaSwarm 

AlphaSwarm, built on AlphaVaults, will introduce sophisticated capital management activities using Yield Swarms. These swarms will continuously allocate capital across lending markets, liquidity pools, and restaking venues to deliver the best risk-adjusted returns. Every move will be transparent onchain, with decisions logged and displayed in the UI, enabling users to enter or exit vaults in a single transaction. With ERC-20 share tokens, positions remain composable within the broader DeFi landscape.

Boosting AlphaSwarm Intelligence 

AlphaSwarm’s ultimate goal is to move beyond individual agents optimizing isolated tasks, and toward coordinated swarms managing entire portfolios. A Portfolio Swarm will be built to orchestrate multiple swarms, such as Liquidity, Yield, and Risk-Off, under a unified mandate. Users can set global risk limits, capital allocation targets, and performance benchmarks, which the Portfolio Swarm interprets and allocates accordingly. Instead of approving multiple micro-transactions, users approve a single aggregated proposal with cryptographically linked sub-transactions that align with their strategy.

Expanded Agent Ecosystem 

With the public registry live, Theoriq Alpha will become an open marketplace where partner-built agents and community creations thrive. Developers can register agents, publish their metadata, and immediately gain visibility across Alpha-compatible interfaces like Alpha Studio and Hub, SDKs, and agent discovery calls. Built-in performance metrics and optional fee splits will encourage agents to interoperate, creating incentives for collaboration rather than competition. As more agents join, developers and users can mix and match data providers, risk models, and execution layers to create bespoke swarms, all while maintaining self-custody and without needing to rewrite code.

The path to Theoriq’s Mainnet launch marks a critical milestone in the evolution of Alpha Protocol and AlphaSwarm. With innovative features being built in public and a focus on advancing capital management with dynamic Agent Swarms, we’re creating a foundation for autonomous agent collaboration in DeFi. As we continue to expand the ecosystem with our engaged partners and third-party integrations, we're actively advancing our vision of a decentralized, Agentic Economy.

Join the March to Mainnet

You can already join the March to Mainnet by doing the following steps. 

Join the Yapper Campaign

Shape the narrative, earn rewards, and amplify Theoriq’s vision across the ecosystem. Engage meaningfully on X, Discord, and Kaito to climb the leaderboard and unlock exclusive perks.

Become a Theoriq Ambassador

If you’re a community builder, educator, or ecosystem connector, join our Ambassador Program. Help lead the global march to AgentFi—and be rewarded for your impact.

Apply for Early Access to the Community Beta (Launching June 20)

Get hands-on with AlphaStudio before Mainnet. Interact with live agent swarms, test real-time strategies, and help refine the next evolution of DeFAI.

Stay Connected by following @TheoriqAI on X and join our community Discord to catch roadmap updates, product launches, and swarm showcases as they happen.

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About Theoriq

Theoriq is committed to building a responsible, inclusive, and consensus-driven AI landscape in Web3. At the forefront of integrating AI with blockchain technology, Theoriq empowers the community to leverage cutting-edge AI Agent collectives to improve decision-making, automation, and user experiences across Web3.

Theoriq is a decentralized protocol for governing multi-agent systems built by integrating AI with blockchain technology. The platform supports a flexible and modular base layer that powers an ecosystem of dynamic AI Agent collectives that are interoperable, composable and decentralized.

By harnessing the decentralized nature of web3, Theoriq is unlocking the potential of collective AI by empowering communities, developers, researchers, and AI enthusiasts to actively shape the future of decentralized AI.

Theoriq has raised over $10.4M and is backed by Hack VC, Foresight Ventures, Inception Capital, HTX Ventures and more, and have joined start-up programs with Google Cloud and NVIDIA.

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