An applied AI technology laboratory
Hoshiro Labs is an AI and emerging-technology studio focused on helping businesses prepare for the agentic web: a future where AI agents increasingly discover, understand, evaluate, interact with and transact with businesses online. We also serve as an applied AI laboratory, building and testing practical AI automation, autonomous workflows, AI agents and digital businesses.
Building, not just advising
Experimentation
We test practical AI automation and agent systems ourselves before recommending them to clients.
Applied implementation
Structured content, APIs, actions and agent workflows, built and shipped, not just diagrammed.
Emerging AI systems
We track agent protocols, MCP/WebMCP and the standards the agentic web is being built on.
Automation
Operational AI agents and autonomous workflows for businesses that need systems running.
Not a generic AI agency
Our primary commercial offering is AI Agent Readiness and Agentic Web transformation. We audit websites and digital systems to determine how well they can be discovered, understood and operated by AI agents, then help businesses remediate gaps through structured content, machine-readable data, agent-friendly architecture, APIs and actions, automation and agent-ready commerce.
Start with an audit enquiry
Tell us about the business and what you want to know. We reply personally, and there is no obligation to continue past the audit.
Email us directly with the business name, website and what you would like to know. We read every message ourselves.