AI-Driven Pest Management: Bacillus & IoT Innovation

The original patent disclosed compositions comprising recombinant Bacillus cells and an insecticide, but it lacked the integration with other technologies to achieve a holistic approach to pest management. This invention addresses the limitations of the original patent by combining the compositions with AI, IoT, blockchain, and novel materials to provide a comprehensive solution for integrated pest management.

The new claims introduce the integration of recombinant Bacillus cells and an insecticide with AI, IoT, blockchain, and novel materials, which is not obvious from the original patent. The inventive step lies in the synergistic combination of these technologies to create a more powerful system for integrated pest management.

Alternative embodiments of the invention could include the use of different AI algorithms, IoT sensor configurations, blockchain protocols, or novel materials. Variations of the hybrid bioreactor could include different fermentation chamber designs, nanofiltration module configurations, or IoT-enabled monitoring systems.

The invention has significant commercial potential in the agricultural industry, particularly in the areas of integrated pest management, crop protection, and precision agriculture. The target market includes farmers, agricultural cooperatives, and companies involved in crop protection and precision agriculture.