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AI Co-Pilot Platform for Autonomous Restaurant Operations

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Summary

The USPTO has published a patent application (US20260087486A1) for an AI co-pilot platform designed to enable autonomous restaurant operations. The system utilizes a multi-agent AI architecture to generate personalized menu directives and operational plans, including pricing and scheduling.

What changed

This document is a USPTO patent application (US20260087486A1) for an AI co-pilot platform developed by RMINT Inc. The platform is designed to facilitate autonomous restaurant operations by using a multi-agent AI architecture. It interacts with users to create personalized "Menu Directives" and then orchestrates specialized Task Agents to autonomously generate a complete operational plan, including pricing, scheduling, and skill-based execution guidance. The system's intelligence is continuously developed through a train-evaluate-inference loop, incorporating techniques like hierarchical fine-tuning of LLMs and RLHF.

This patent application does not impose any new regulatory obligations or compliance deadlines on businesses. It represents a novel technological development in the restaurant industry, aiming to enhance operational efficiency and personalize customer experiences through AI. Compliance officers should note this as a potential future technological trend rather than an immediate regulatory requirement.

Source document (simplified)

← USPTO Patent Applications

AI CO-PILOT PLATFORM FOR GENERATING COMPUTATIONAL AWARENESS AND AUTONOMOUS OPERATIONAL GUIDANCE

Application US20260087486A1 Kind: A1 Mar 26, 2026

Assignee

RMINT Inc

Inventors

Balaji Kannaiyan

Abstract

A system and method for enabling autonomous restaurant operations are disclosed. The system is executed by an AI co-pilot server platform comprising a multi-agent AI architecture operating on an Aggregated Domain Intelligence Layer. A Discovery Intelligence Agent interacts with users via a multi-modal interface to generate personalized “Menu Directives.” An Operational Intelligence Agent then orchestrates a suite of specialized, sLLM-powered Task Agents to autonomously generate a complete operational plan. This plan includes a discovered price point, a time-aware schedule, and skill-based execution guidance. The system's intelligence is built and maintained through a continuous train-evaluate-inference loop, employing techniques such as hierarchical fine-tuning of foundational LLMs and Reinforcement Learning from Human Feedback (RLHF). The platform transforms multi-modal culinary content into dynamic, personalized experiences and provides deep audience awareness to creators and restaurants, with content usage metered via a secure attribution system.

CPC Classifications

G06Q 20/363 G06Q 20/389 G06Q 20/401

Filing Date

2025-11-22

Application No.

19397892

View original document →

Classification

Agency
USPTO
Instrument
Notice
Legal weight
Non-binding
Stage
Final
Change scope
Minor
Document ID
US20260087486A1

Who this affects

Applies to
Retailers
Industry sector
4411 Retail Trade
Activity scope
Restaurant Operations
Geographic scope
United States US

Taxonomy

Primary area
Artificial Intelligence
Operational domain
IT Security
Topics
Food Safety Technology

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