AI-Driven Sourdough Production System Innovation

Publication ID: 24-11856959_0010_PTD
Published: October 26, 2025
Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “AI-Driven Sourdough Production System Innovation,” Published Technical Disclosure No. 24-11856959_0010_PTD, Published October 26, 2025, available at https://archive.pr1or.art/24-11856959_0010_PTD
This technical disclosure describes improvements that would be readily apparent to a Person Having Ordinary Skill In The Art (PHOSITA) when considered in combination with the foundational architecture disclosed in U.S. Patent No. 11,856,959.

Background and Problem Solved

The traditional sourdough production process, as described in the original patent, relies on manual monitoring and control of fermentation conditions, which can lead to inconsistencies and waste. The new invention addresses these limitations by integrating advanced technologies to create a more efficient, precise, and customizable sourdough production system.

Novelty and Inventive Step

The invention's novelty lies in the integration of AI, machine learning, and IoT sensors to create a closed-loop sourdough production system, which enables real-time monitoring and optimization of fermentation conditions, ensuring consistent quality and minimizing waste. The inventive step is the application of these advanced technologies to the traditional sourdough production process.

Alternative Embodiments and Variations

Alternative embodiments include using different types of fermentation chambers, integrating additional sensors or monitoring systems, or incorporating other machine learning algorithms for recipe generation. Variations may include adapting the system for large-scale industrial production or developing specialized modules for specific types of sourdough products.

Potential Commercial Applications and Market

The intelligent sourdough production system has significant commercial potential in the baking industry, with potential applications in artisanal bakeries, industrial bread production, and specialty food manufacturing. The system's ability to create personalized recipes and minimize waste also makes it appealing to consumers and environmentally conscious companies.

CPC Classifications

SectionClassGroup
A A21 A21D8/045
A A21 A21C1/065
A A21 A21D8/047
A A21 A21D8/06
A A21 A21D13/04

Original Patent Information

Patent NumberUS 11,856,959
TitleSourdough and process for producing same