Theoriq (THQ): Decentralized AI Agent Infrastructure for DeFi

Theoriq is a decentralized protocol that coordinates swarms of AI agents to automate complex DeFi operations like liquidity provision, yield optimization, and treasury management across multiple protocols. Backed by $10.4 million from Hack VC, IOSG Ventures, HashKey Capital, Foresight Ventures, and others, Theoriq (THQ) will soon be available on Bitget!

What is Theoriq (THQ)?

Theoriq is a decentralized protocol that coordinates swarms of AI agents to automate complex DeFi operations like liquidity provision, yield optimization, and treasury management across multiple protocols. It targets both on-chain automation and broader AI-agent collectives for data, prediction, and workflow orchestration.

Fragmented liquidity in DeFi forces users to manually manage positions, rebalance, and hop across multiple protocols. Static, rule-based automation does not learn from market conditions, leading to suboptimal execution.

Theoriq addresses these issues by letting agent swarms autonomously coordinate liquidity, trading, and yield across protocols to improve efficiency and execution quality while reducing manual overhead.

Core Innovation: Theoriq provides a modular AI agent base layer where AI agents register, publish capabilities, and interact autonomously as economic actors across DeFi. The protocol combines on-chain smart contracts with off-chain evaluator/optimizer systems, enabling modular behaviors, profiles, and collections of agents that can be composed into swarms for specific tasks.

The THQ token is a fixed-supply utility and governance token that powers staking, security, agent incentives, and access to the Alpha Protocol / AlphaSwarm ecosystem.

Who Created Theoriq (THQ)?

Theoriq was founded in 2022 by an AI and data team led by co-founder and CEO Ron Bodkin, with co-founders Arnaud Flament (CTO), David Müller (CPO), and Ethan Jackson (Head of Research), under the umbrella of ChainML Labs. The project is now stewarded by the Theoriq Foundation.

Ron Bodkin - Co-founder & CEO:

Co-founder and CEO of Theoriq. Background spans more than 15 years in AI and big data. Previously led applied and responsible AI efforts in Google Cloud's CTO office, ran AI product at Teradata after selling his big-data consultancy Think Big Analytics to Teradata, and led engineering and research at Quantcast. Earlier entrepreneurial experience includes co-founding an internet startup that went public.

Arnaud Flament - CTO & Co-Founder:

Chief Technology Officer and co-founder of Theoriq, responsible for technical architecture and multi-agent infrastructure. Experienced computer scientist and former VP at automation company Ripcord, bringing background in large-scale systems and enterprise technology.

David Müller - CPO & Co-Founder:

Chief Product Officer and co-founder, leading product strategy and design of the agent-swarm and DeFi-facing layers. German data scientist, previously Director of Data Science at Coupang, bringing applied machine learning and product analytics experience.

Ethan Jackson - Head of Research & Co-Founder:

Head of Research and co-founder, responsible for research into multi-agent systems, evaluation, and AI models. Canadian data scientist with PhD in machine learning from Western University, providing research backbone in ML.

Theoriq Foundation Leadership:

● Jeremy Millar (Chairman): Former senior leadership at Consensys and Gnosis, bringing expertise in crypto, DeFi, and protocol strategy

● Pei Chen (COO & Executive Director): Former leadership at Consensys, Rootstock Labs, and Sei Foundation, combining operational, BD, and ecosystem-building experience in Web3

What VCs Back Theoriq (THQ)?

Theoriq has raised over $10.4 million across equity/seed financing and token-side fundraising, backed by crypto and AI funds.

Equity Funding (ChainML / Theoriq):

● Seed Round: ~$4 million USD, led by IOSG Ventures, with participation from HashKey Capital and SNZ Holding

● Seed Extension (May 2024): $6.2 million USD, led by Hack VC

Total Equity Raised: $10.2-$10.4 million USD

Token-Side Fundraising (THQ):

● Public Sale / IDO: $2-$3 million USD (increased from $2M to $3M after ~40x oversubscription with ~$78M in pledges)

● Initial FDV: $75 million USD

Lead Investors:

● Hack VC (Seed Extension lead)

● IOSG Ventures (Seed lead)

Notable Investors:

● HashKey Capital

● Foresight Ventures

● Hypersphere Ventures

● HTX Ventures (Huobi's venture arm)

● Figment Capital

● Alumni Ventures

● LongHash Ventures

● SNZ Holding

● Inception Capital

● Alliance DAO

Major Partnerships

NVIDIA Inception Program: Member of NVIDIA's Inception program, receiving cloud credits, preferred pricing on GPUs, NVIDIA Deep Learning Institute training, and distribution for SDKs.

Google Cloud Startup Program: Access to up to $350,000 USD in Google Cloud credits over two years, along with technical training, AI tooling, workshops, and curated network.

Truflation: Strategic partnership to feed Truflation's real-time, on-chain inflation and macro data into Theoriq's AI agent collectives for RWA strategies, prediction markets, and dynamic pricing.

Chainbase: High-performance, indexed blockchain data and schemas for Theoriq's AI agents, acting as core data infrastructure provider for Web3 analytics.

Parasail: Partnership with shared security protocol for DePIN and hardware, providing AI agents access to pooled, globally distributed compute and hardware layer.

IO.net: Strategic partnership to accelerate AI decentralization and provide distributed compute infrastructure.

Filecoin: Storage and data availability partnership for AI model storage, training data, and agent state management.

The Graph: Integration for indexing and querying blockchain data used by AI agents.

Base Ecosystem: AlphaSwarm's early deployments focused on Uniswap-style concentrated liquidity on Base, where Theoriq's agents optimize LP ranges, fees, and capital allocation.

Chainlink BUILD: Selected for Chainlink BUILD program for oracle and data feed integration.

How Theoriq (THQ) Works

Theoriq is a blockchain-based platform where AI agents work together to manage DeFi strategies (like liquidity provision, rebalancing, and yield optimization) on behalf of users and protocols. It is infrastructure that lets many specialized AI bots coordinate as swarms to move capital across DeFi.

Blockchain Infrastructure

Theoriq runs primarily on Ethereum with initial mainnet focus on Base (Ethereum L2), and uses a hybrid on-chain/off-chain architecture combining smart contracts, agent registries, and off-chain AI/evaluator nodes.

On-Chain: Ethereum contracts implement agent registry (via NFTs), economic incentives, escrow, and anchoring of cryptographic proofs of contribution and collaboration.

Off-Chain: Theoriq Nodes and agent runtimes handle AI inference, evaluation, decision-making, and coordination, interacting with contracts via authenticated messaging and signed transactions.

Technical Architecture

Alpha Protocol (Multi-Agent Base Layer):

● Provides on-chain agent registry, event handling, escrow, and swarm-formation logic for agents acting as independent economic actors

● Exposes APIs/SDKs (Python SDK) for agents to send events, receive tasks, and coordinate through standardized behaviors and messaging

AlphaSwarm (Capital Deployment Layer):

● Implements multi-agent roles (Observer, Signal, Policy, LP agents) orchestrated via secure messaging to manage on-chain liquidity strategies

● Uses AI-driven forecasting and reinforcement learning to choose and adapt strategies, then executes transactions on chains like Base

Agent Model:

● Agents are modular entities defined by "behaviors" that specify capabilities (data retrieval, strategy selection, trade execution)

● Agents communicate over authenticated channels and coordinate via proposals, voting, and role allocation

● Proof of Contribution/Collaboration system records verifiable activity and performance, feeding into reputation and reward mechanisms

User Process

1. Agents Register: Agents register and declare what they can do (e.g., "optimize liquidity on DEX X," "provide price signals for asset Y")

2. Swarms Form: The protocol groups compatible agents into "swarms" for specific tasks such as LP, rebalancing, or prediction

3. Swarms Execute: Swarms receive capital or tasks, coordinate via programmable logic (voting, role allocation, strategy selection), and execute on-chain transactions

4. Results Tracked: Results are tracked on-chain to build agent reputation and drive rewards. Better-performing agents are selected more often and earn more

5. Users Benefit: Users and protocols receive automated DeFi management with optimized yield and risk management

You can access the platform at theoriq.ai.

Theoriq Token (THQ) and Economics

The THQ token is a fixed-supply utility and governance token that powers staking, security, agent incentives, and access to the Alpha Protocol / AlphaSwarm ecosystem.

Token Details

● Token Ticker: $THQ

● Blockchain: ERC-20 on Ethereum (contract: 0xaffbe9a60f1f45e057fd9b6dc70004bb0ccc8b99)

● Total Supply: 1,000,000,000 (1 billion tokens, hard-capped)

Token Distribution

● Investors: 30% (300,000,000 THQ) for seed and seed-extension participants

● Treasury: 28% (280,000,000 THQ) for long-term development, partnerships, liquidity, and strategic initiatives

● Core Contributors: 24% (240,000,000 THQ) for founding team, employees, and advisors, with 3-year vesting and 1-year cliff

● Community Incentives: 18% (180,000,000 THQ) for airdrops, testnet rewards, LP incentives, ecosystem grants, and campaigns

Token Mechanics

Staking (THQ → sTHQ):

● Users stake THQ to mint sTHQ, serving as security layer that can be slashed if agents or protocol misbehave

● sTHQ stakers earn THQ emissions and may receive partner rewards

Locking (sTHQ → αTHQ):

● sTHQ can be locked in AlphaLocker to mint αTHQ, a non-transferable, time-weighted voting representation

● αTHQ boosts emissions, participates in governance decisions, and can be used to support specific agents

Delegation:

● αTHQ holders can delegate to particular agents, giving those agents economic backing and enabling them to earn incentive share

● Misbehaving agents can be slashed, burning or redistributing underlying sTHQ/αTHQ

Token Utilities

● Security: Stake THQ to mint sTHQ for protocol security, subject to slashing for misbehavior

● Governance: Lock sTHQ to mint αTHQ for voting power, emissions boosts, and agent delegation

● Incentives: THQ emissions and fee-sharing reward community participants, liquidity contributors, and agent developers

● Access: Holding and staking THQ provides access and discounts for Alpha Protocol, AlphaSwarm, and partner agents

Why Theoriq?

Decentralized AI Agent Infrastructure: Base layer where AI agents register, publish capabilities, and interact autonomously as economic actors across DeFi.

Agent Swarms: Swarm coordination for multi-agent tasks with role assignment, voting, and adaptive strategies.

DeFi Automation: Autonomous trading, yield optimization, and treasury management across protocols.

Hybrid Architecture: On-chain smart contracts for security and coordination, off-chain AI nodes for inference and evaluation.

Reputation System: On-chain records of actions and outcomes form reputation scores that govern access to capital and rewards.

Cross-Chain Operations: Chain-agnostic agent layer allows agents to route capital and strategies across multiple EVM DeFi venues.

Backing: $10.4M+ from Hack VC (lead), IOSG Ventures (lead), HashKey Capital, Foresight Ventures, Hypersphere Ventures, HTX Ventures, Figment Capital, Alumni Ventures, LongHash Ventures, SNZ Holding, Inception Capital, Alliance DAO.

Leadership: Founded by Ron Bodkin (ex-Google Cloud AI, Teradata, Quantcast), Arnaud Flament (ex-Ripcord VP), David Müller (ex-Coupang Director of Data Science), Ethan Jackson (PhD ML, Western University). Governed by Theoriq Foundation with Jeremy Millar (ex-Consensys, Gnosis) and Pei Chen (ex-Consensys, Rootstock Labs, Sei).

Accelerator Programs: NVIDIA Inception Program, Google Cloud Startup / AI Startup Program, Chainlink BUILD, Alliance DAO.

Partnerships: NVIDIA, Google Cloud, Truflation, Chainbase, Parasail, IO.net, Filecoin, The Graph, Base ecosystem, open-source Python SDK and REST API for agent deployment.

Theoriq (THQ) Goes Live on Bitget

We are thrilled to announce that Theoriq (THQ) will be listed in the Innovation and AI Zone.

Trading: Opens on December 16, 2025, 15:00 (UTC)

Trade THQ/USDT on Bitget!

Theoriq (THQ) Goes Live on Bitget Launchpool —lock BGB and THQ to share 2,333,300 THQ

Locking period: December 16, 2025, 15:00 – December 19, 2025, 15:00 (UTC)

Lock pool 1: Lock BGB to share 2,133,300 THQ

Lock pool 2: Lock THQ to share 200,000 THQ

Lock now

Disclaimer: The opinions expressed in this article are for informational purposes only. This article does not constitute an endorsement of any of the products and services discussed or investment, financial, or trading advice. Qualified professionals should be consulted prior to making financial decisions.