Mireye, a startup founded by Ansh, has launched its infrastructure for physical world AI agents. The platform provides data, enrichment, tools, and signals for any US location through one API and MCP server, allowing AI agents to make informed decisions about physical places.
Ansh, the founder of Mireye, was previously building construction agents when he hit a wall - his agent could reason about anything online but knew nothing about the ground under it. This experience led him to create Mireye, which is not just a dataset with an API on top, but a comprehensive infrastructure that provides cited facts, enrichment, tools, and signals for AI agents.
The platform's tools were developed by watching agents fail and identifying the common pitfalls. Mireye's infrastructure includes deterministic geometry and drive-time tools, parcel resolution, a quote endpoint that prices a job before it runs, and skills that package whole workflows like screening a site or underwriting an address.
One of the biggest challenges in building Mireye was gathering and normalizing data from various sources, including county records and public datasets. The company has developed a system to type absence, where every field returns ok, absent, or failed, to prevent models from filling in gaps with plausible but incorrect numbers.
Mireye's newest feature is on-demand indexing, which allows customers to request fields that are not currently available. The company's agents will research sources, collect data, test it against ground truth, and index it, usually within a day.
Customers are already using Mireye for a variety of applications, including insurance teams screening portfolios for flood, wind, and wildfire, proptech companies cleaning messy listing addresses, and robotics companies sourcing warehouses. The mission of Mireye is to index every inch of the earth and make it as queryable as the web.
Pricing for Mireye is public, with a free tier offering 5,000 credits a month, and custom plans available for enterprise customers. As the use of AI agents continues to grow, Mireye is well-positioned to provide the infrastructure needed to support their decision-making capabilities.
Este artículo fue escrito con la asistencia de IA.
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