Brain OS: A BFO-Grounded Foodservice Operations Ontology Runtime with PROV-O Proof Chain and Human-in-the-Loop ObjectTrek Governance Gate

Q: What does this research mean for the field?

Brain OS provides a foodservice operations ontology runtime that bridges the fork-to-profit domain gap by integrating a human-in-the-loop governance pattern, a BFO-compatible signal ledger, and a PROV-O-aligned proof chain. Novelty: ClaimNovelty.METHODOLOGICAL. Consensus alignment: ConsensusAlignment.NEUTRAL.

Mohamad Iksan Supriatna

doi:10.5281/zenodo.20584120

June 7, 2026Open Access

Brain OS: A BFO-Grounded Foodservice Operations Ontology Runtime with PROV-O Proof Chain and Human-in-the-Loop ObjectTrek Governance Gate

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Key Points

This report presents three innovative components aimed at enhancing food and beverage operational processes.
Introduced the ObjectTrek Gate for governance with a defined architectural invariant.
Developed a BFO-compatible Signal Ledger for capturing real-time operational events.
Created a PROV-O-aligned Proof Chain with role attribution to track governance.
Implemented a framework that confirms the fork-to-profit domain gap via 6-AI consensus.
Established a system where AI recommends decisions that are human-approved and recorded.

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Implication

Technical report shows human-in-the-loop governance in foodservice operations, highlighting AI recommendations and human approvals.

Abstract

Brain OS v1.3.0 technical report. Introduces three novel contributions: (1) ObjectTrek Gate — human-in-the-loop governance pattern with object_state_mutated=false as hard architectural invariant; (2) BFO ISO/IEC 21838-2 compatible Signal Ledger for real-time F&B operational event capture; (3) PROV-O-aligned Proof Chain with hadRole attribution. Addresses the fork-to-profit domain gap confirmed by 6-AI consensus triangulation. Core doctrine: AI recommends. Human approves. System records.

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Mohamad Iksan Supriatna (2026) studied this question.

synapsesocial.com/papers/6a27add2a963992e16267ef9 https://doi.org/10.5281/zenodo.20584120

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Brain OS: A BFO-Grounded Foodservice Operations Ontology Runtime with PROV-O Proof Chain and Human-in-the-Loop ObjectTrek Governance Gate

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Brain OS: A BFO-Grounded Foodservice Operations Ontology Runtime with PROV-O Proof Chain and Human-in-the-Loop ObjectTrek Governance Gate

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