Mireye provides infrastructure for AI agents that make decisions regarding physical locations. The company announced that it will provide data, information enrichment, tools, and signals for any location in the United States through a single API and MCP server.
Mireye Launches Infrastructure for AI Agents Making Decisions About Physical Locations
This article is a translation. Read the Japanese original
According to developer Ansh, existing foundation models tend to generate incorrect information (hallucinations) when asked specific questions about particular locations. The company's service goes beyond merely providing datasets. It comprehensively provides cited facts, information enriched from addresses such as owners and structures, tools for business models, and even signals such as change-of-use notifications.
The company currently indexes 366 fields and operates processes to maintain information freshness. It also features on-demand indexing capabilities. This mechanism allows agents to request unretrieved fields, after which the system investigates and collects sources, verifies them with actual values, and then performs indexing.
Usage has already been reported across a wide range of sectors, including flood and fire risk screening in the insurance industry, address information organization in real estate tech, and warehouse selection in robotics.
Source: Launch HN: Mireye (YC S26) – Infrastructure for Physical World AI Agents (Hacker News Frontpage, 2026-09-04)