# RPS Labs > AI Liquidity Engine RPS Labs builds AI infrastructure for DeFi, offering market making services and real-time analytics for liquidity providers on Solana. RPS Labs builds AI infrastructure for decentralized liquidity management, using real-time data infrastructure and AI algorithms to make on-chain markets more efficient. The company offers UltraLiquid, an AI-powered market maker for Solana decentralized exchanges that helps projects during token launches and reduces slippage, and Ultra LP, a real-time analytics platform for liquidity providers to track positions and optimize returns. - Type: Company - Sector: Finance - Status: Active - Founded: 2023-10-01 - Profile: https://thegrid.id/profiles/rps_labs ## Products - [UltraLiquid](https://thegrid.id/profiles/rps_labs): UltraLiquid is an AI-powered market maker operating on Solana decentralized exchanges, using real-time data infrastructure and AI algorithms to optimize liquidity. The system provides transparent market making to help projects during token launches, minimize slippage for traders, and build market depth to attract investors. (Market Maker, Live, Main Product) - [Ultra LP](https://thegrid.id/profiles/rps_labs): Ultra LP provides real-time analytics for liquidity providers to track, analyze, and manage liquidity positions. The platform helps users know when to rebalance positions, avoid impermanent loss, and improve returns, serving both novice and professional liquidity providers. (Data Terminal, Live) ## Links - [Main](https://rpslabs.io) - [Discord](https://discord.com/invite/useultralp) - [Twitter / X](https://x.com/rps_ai) - [LinkedIn](https://linkedin.com/company/rps-labs) ## Legal This data is provided under two licensing models. Model 1 - open data. The open data core is licensed under the Open Database License (ODbL) — a copyleft/share-alike license allowing free use, modification, and sharing for any purpose. Attribution is required: include "Powered by The Grid" linking to https://thegrid.id wherever the data is used. Derivative databases must be shared under ODbL terms. Trademarks, logos, and brand names (marked "Special TPIP") are not covered by the ODbL. For ML/AI use: training datasets that substantially extract ODbL data are Derivative Databases and must be shared under ODbL if publicly used; models must be attributed in documentation. Model 2 - commercial licenses. The Grid Data Service (TGDS) is also available as a commercial license. See [Web Services Terms](https://about.thegrid.id/legal/web-services-terms) for commercial use that is not covered by the open data service. The following applies to both licensing models. - All data is provided AS IS with no guarantees of accuracy. - The Grid does not provide investment, legal, or tax advice, and - a project's presence in The Grid's data does not imply endorsement. - [Data Licensing & Disclaimers](https://about.thegrid.id/legal/data-licensing-and-disclaimers): Licensing models and disclaimers - [Open Data (ODbL)](https://about.thegrid.id/legal/open-data): Open Database License terms and scope for The Grid's open data service. - [Attribution Guidelines](https://about.thegrid.id/legal/open-data-attribution-guidelines): How to attribute The Grid's data when using the open data service. - [Web Services Terms](https://about.thegrid.id/legal/web-services-terms): commercial Terms for using data services. - [All Legal Documents](https://about.thegrid.id/legal): Full index of terms, policies, and disclosures ## Optional - [TGS Field Descriptions](https://github.com/The-Grid-Data/workspace-public/blob/main/references/tgs-field-descriptions.md): Schema field definitions for The Grid's data model - [TGS JSON Structure](https://github.com/The-Grid-Data/workspace-public/blob/main/references/tgs-json-structure.md): Data model structure and relationships - [Product Type Definitions](https://github.com/The-Grid-Data/workspace-public/blob/main/references/product-type-definitions.md): Definitions for each product type - [Product Type Classification](https://github.com/The-Grid-Data/workspace-public/blob/main/references/product-type-classification.md): Guide for classifying products into types - [Grid MCP Guide](https://github.com/The-Grid-Data/workspace-public/blob/main/grid-search/skills/grid-query/references/grid-mcp-guide.md): How to query The Grid programmatically via MCP