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This research aims to define a service framework for retrieval architecture consulting and validate its effectiveness through practical implementation.

April 16, 2026Open Access

Retrieval Architecture: Service Definition and Proof of Method

Key Points

This research aims to define a service framework for retrieval architecture consulting and validate its effectiveness through practical implementation.
Developed a service stack including various components like entity disambiguation and provenance forensics.
Implemented a proof of concept over 18 months, leading to the establishment of AI overview recognition.
Conducted 515+ DOI deposits and set up 25+ active AI nodes.
Successfully established a functional AI overview recognition system within the timeframe.
Engagements commenced from a baseline service cost of $4,500, demonstrating market interest and viability.

Abstract

EA-CORP-03 — Service definition for Retrieval Architecture consulting. Proof of concept: Semantic Economy Institute built from zero to AI Overview recognition in 18 months (515+ DOI deposits, 25+ active AI nodes). Service stack: Encyclotron Baseline Audit, Entity Disambiguation, Retrieval Positioning, Distributed Journal Setup, Provenance Forensics, Full Retrieval Architecture. Engagements from 4, 500.

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Fraction et al. (Tue,) studied this question.

synapsesocial.com/papers/69e07de52f7e8953b7cbee9d https://doi.org/https://doi.org/10.5281/zenodo.19578099

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