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USPTO Patent Grant US12585435B2: Software Architecture Visualization

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Published March 24th, 2026
Detected March 24th, 2026
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Summary

The USPTO has granted patent US12585435B2 to The Toronto-Dominion Bank for a system and method for real-time visualization of complex software architecture using generative AI. The patent covers storing architecture diagrams, receiving runtime data from software systems, and generating/displaying visualizations based on AI analysis.

What changed

The United States Patent and Trademark Office (USPTO) has granted patent US12585435B2 to The Toronto-Dominion Bank. This patent covers a novel approach to visualizing complex software architecture in real-time. The invention involves storing software architecture diagrams, collecting runtime data from various software systems, and utilizing a multi-modal generative AI model to process this data and generate dynamic visualizations. The patent, filed under application number 18458985, has 20 claims and was granted on March 24, 2026.

This patent grant signifies a new intellectual property protection for The Toronto-Dominion Bank in the domain of AI-driven software architecture visualization. While patent grants do not impose direct compliance obligations on other entities, they establish exclusive rights for the patent holder. Other companies developing similar technologies should be aware of this patent to avoid potential infringement claims. The filing date was August 30, 2023, and the patent is effective from March 24, 2026.

Source document (simplified)

← USPTO Patent Grants

Real-time visualization of complex software architecture

Grant US12585435B2 Kind: B2 Mar 24, 2026

Assignee

The Toronto-Dominion Bank

Inventors

Francis James Alexander Guttridge, Dino Paul D'Agostino, A Warren Pratten, Shahzad Mohammed, Arvind Chikkalavalasa, Waqas Nawaz

Abstract

An example operation may include one or more of storing software architecture diagrams in a data store, receiving runtime data from a plurality of different software systems within a software architecture, the runtime data comprising descriptions of events that occur during runtime between the different software systems of the software architecture, generating a diagram of the software architecture based on execution of a multi-modal generative artificial intelligence (GenAI) model on the runtime data and the software architecture diagrams stored in the data store, and displaying the diagram of the software architecture via a user interface.

CPC Classifications

G06F 8/20 G06N 3/0475

Filing Date

2023-08-30

Application No.

18458985

Claims

20

View original document →

Named provisions

Abstract Assignee Inventors CPC Classifications

Classification

Agency
USPTO
Published
March 24th, 2026
Instrument
Rule
Legal weight
Binding
Stage
Final
Change scope
Minor
Document ID
US12585435B2

Who this affects

Industry sector
5112 Software & Technology 5221 Commercial Banking
Activity scope
Software Development Data Visualization
Geographic scope
United States US

Taxonomy

Primary area
Intellectual Property
Operational domain
IT Operations
Topics
Artificial Intelligence Software Development

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