Patents Assigned to Tranquility AI Inc.
  • Systems and Methods for Ingest and Decomposition of Complex Object Sets
    Publication number: 20260120208
    Abstract: Disclosed are methods, systems, and non-transitory computer readable memory for processing, analyzing, and visualizing complex digital object sets using large language models. For instance, a method may include receiving a set of digital objects; indexing the received set of digital objects to generate indexed data; generating a timeline prompt based on the indexed data; processing the timeline prompt to generate a timeline response; and outputting the timeline response as an interactive timeline of based on the set of digital objects.
    Type: Application
    Filed: December 27, 2024
    Publication date: April 30, 2026
    Applicant: Tranquility AI Inc.
    Inventors: James T. Penrose, David M. Harvilicz
  • Systems and methods for entity, relationship, and timeline generation from complex object sets
    Patent number: 12579593
    Abstract: Disclosed are methods, systems, and non-transitory computer readable memory for processing, analyzing, and visualizing complex digital object sets using large language models. For instance, a method may include receiving a set of digital objects; indexing the received set of digital objects to generate indexed data; generating a timeline prompt based on the indexed data; processing the timeline prompt to generate a timeline response; and outputting the timeline response as an interactive timeline of based on the set of digital objects.
    Type: Grant
    Filed: December 27, 2024
    Date of Patent: March 17, 2026
    Assignee: Tranquility AI Inc.
    Inventors: James T. Penrose, David M. Harvilicz
  • Systems and Methods for Processing, Analyzing, and Visualizing Complex Object Sets
    Publication number: 20250259255
    Abstract: Disclosed are methods, systems, and non-transitory computer readable memory for processing, analyzing, and visualizing complex digital object sets using large language models. For instance, a method may include receiving a set of digital objects; indexing the received set of digital objects to generate indexed data; generating a timeline prompt based on the indexed data; processing the timeline prompt to generate a timeline response; and outputting the timeline response as an interactive timeline of based on the set of digital objects.
    Type: Application
    Filed: December 27, 2024
    Publication date: August 14, 2025
    Applicant: Tranquility AI Inc.
    Inventors: James T. Penrose, David M. Harvilicz
  • Systems and Methods for Entity, Relationship, and Timeline Generation from Complex Object Sets
    Publication number: 20250258863
    Abstract: Disclosed are methods, systems, and non-transitory computer readable memory for processing, analyzing, and visualizing complex digital object sets using large language models. For instance, a method may include receiving a set of digital objects; indexing the received set of digital objects to generate indexed data; generating a timeline prompt based on the indexed data; processing the timeline prompt to generate a timeline response; and outputting the timeline response as an interactive timeline of based on the set of digital objects.
    Type: Application
    Filed: December 27, 2024
    Publication date: August 14, 2025
    Applicant: Tranquility AI Inc.
    Inventors: James T. Penrose, David M. Harvilicz