Last Updated: March 9, 2026
Project GHOST SHIP (Agent-Commerce-OS) is a purely technical infrastructure designed for data normalization, semantic extraction, and Markdown formatting. Sakutto Works provides the middleware and protocols required to convert unstructured web content into RAG-optimized formats for Large Language Models (LLMs).
THE OUTPUTS GENERATED BY THIS INFRASTRUCTURE DO NOT CONSTITUTE PREDICTIVE OR ADVISORY LOGIC.
- Infrastructure Provider: Sakutto Works is strictly a software middleware and infrastructure provider, not an advisory or analytical service.
- No Predictive Algorithms: This system is a data processing pipeline. It does not generate, recommend, or suggest predictive strategies, automated decisions, or analytical forecasts.
- Data Integrity: While our tools strive for high-fidelity normalization, we do not guarantee the accuracy or timeliness of the source data retrieved from third-party websites.
This platform facilitates the ingestion of public web information into AI pipelines. Users are solely responsible for how their AI agents utilize this structured data. Sakutto Works assumes no liability for any decisions, automated or manual, taken based on the data processed by this API.
Any fees charged through this portal are strictly for technical resource consumption (e.g., API bandwidth, compute time, storage). No portion of the fee is attributable to the sale of proprietary datasets, advisory services, or analytical logic.