Engineering the future of
autonomous web3 infrastructure
Creators of cutting-edge autonomous agents and crypto-economic protocols to enhance blockchain ecosystems
LikWid
LikWid converts accrued assets into stable value, automating token liquidation across multiple chains.
With gas-optimized execution, it minimizes slippage and market impact while maximizing revenue from volatile tokens. By eliminating manual processes, LikWid streamlines treasury management and optimizes fee capture.
Companies managing multi-chain products often accumulate fees in various tokens, many of which are volatile or illiquid. LikWid provides a trustless, high-speed solution to automatically liquidate these assets with minimal slippage, ensuring efficient revenue realization. Its gas-optimized execution enables businesses to streamline treasury operations, reduce exposure to devaluing assets, and maintain sustainable cash flow across ecosystems—without manual intervention.
GraphTally
A payment system for decentralized service providers, enabling seamless, transactions across networks. A secure, verifiable micropayment protocol for decentralized service providers. GraphTally eliminates intermediaries, ensuring frictionless, transparent accounting for query fees on The Graph.
Decentralized service providers need secure, verifiable, and low-friction payment systems. GraphTally enables seamless micropayments on The Graph, allowing indexers and query consumers to exchange value without reliance on intermediaries. Designed with trust-minimization at its core, GraphTally ensures accurate and transparent accounting while reducing the overhead of traditional blockchain payment flows.
Allocation Optimizer
An intelligent agent that optimally allocates stake across subgraphs to maximize rewards and minimize risk. Optimizes capital efficiency for indexers by adapting to real-time network conditions, boosting performance and rewards.
Optimizing stake allocation is critical for indexers in The Graph ecosystem. This intelligent agent dynamically adjusts stake distribution across subgraphs to maximize indexing rewards while minimizing risk. By leveraging real-time data and predictive modeling, the Stake Allocation Optimizer ensures indexers can operate with peak efficiency, boosting both profitability and network reliability.
Dynamic Pricing Algorithm
An online reinforcement learning based dynamic pricing agent that adapts in real-time to unobserved market conditions. As an Indexer's query pricing increases, it sees lower demand. The algorithm finds the price point that maximizes revenue while reducing the costs associated with higher query volumes.
Query fees fluctuate based on network demand, and static pricing models often lead to inefficiencies. Semiotic’s Dynamic Query Pricing Algorithm introduces a market-driven pricing mechanism that automatically adjusts query costs based on demand, ensuring cost efficiency for indexers and consumers. By balancing network incentives with real-time data, this agent helps optimize resource allocation and improve The Graph’s overall economic sustainability.
Holographic Homomorphic Signature Scheme
A cryptographic signature scheme enabling novel blockchain protocols like trustless micropayment channels with cheap on-chain settlement, voting with verifiable on-chain vote aggregation, etc.
A sender signs a large batch of messages. The receiver of the signed messages can add up the signatures and the result is a single signed message for the sum of all the messages in the batch. This single signed message can be posted and cheaply verified on-chain, ensuring that the sum of the individual messages has been correctly calculated without requiring the original messages in the transaction. This primitive enables novel, trustless blockchain applications where requiring the original messages on-chain would be prohibitively expensive.
At Semiotic, we don’t just build - we innovate, incubate, and advance the core technologies shaping decentralized finance and autonomous Web3 systems.
As core developers, incubators, and research contributors, we have helped shape leading protocols and spun out cutting-edge projects that push the boundaries of cryptoeconomics, automation, and agentic finance.
The Graph is the data layer for blockchains—enabling real-time access to structured data across chains. Developers use it to index and query on-chain data through open infrastructure.
As a core contributor, Semiotic Labs has built systems to improve indexing rewards, reduce costs, enable dynamic pricing, and support AI-agent access—boosting network performance.
Odos is a smart order routing protocol and DEX aggregator that optimizes token swaps across 1,000+ liquidity sources.
By computing complex, non-linear trading paths—such as multi-hop and multi-token routes—Odos delivers best execution with minimal slippage and gas costs. Odos enables users to swap multiple assets in a single transaction.
Cambrian is pioneering hyperaware intelligence for agentic finance, providing foundational infrastructure for automated, data-driven decision-making.
Cambrian Network aspires to deliver fast, complete, and verifiable blockchain data, enabling on-chain agents to react smarter, automate strategies, and optimize financial execution.
Explore, integrate, build
Try out Semiotic’s cutting-edge products: automated liquidation, stake optimization, dynamic pricing, and trust-minimized payments, to name a few. Whether you’re scaling a decentralized network or optimizing financial flows, our technology is built to enhance efficiency, security, and autonomy in web3.
Let’s build the future together
We push the boundaries of blockchain infrastructure by building autonomous agents, cryptographic optimizations, and scalable Web3 solutions. We believe that strong protocols are shaped through open collaboration, rigorous research, and real-world deployment.
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