FDA COMPLIANT QUALITY SYSTEM TO RISK-MITIGATE, DEVELOP, AND MAINTAIN SOFTWARE-BASED MEDICAL SYSTEMS

Patent №

US 11,295,261

Granted

2022-04-05

Filed 2019

Owner

FLUENT NEUROTECHNOLOGY LLP

+1 more

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16423981

Apparatus and associated methods relate to a risk trace matrix engine for managing database associations, in a quality management system (QMS), between risk mitigations and features of a system having a risk-based profile. In an illustrative example, metadata may be created to associate risk mitigations with elements of a product and then metadata may be stored in a database during the design or operating lifecycle of the product, for example. The engine may dynamically build one or more trace matrices for the product design, each matrix associating risk mitigations to elements of the product design documentation. In response to any modifications that may relate to the component's specifications, for example, the engine may retrieve associated metadata and generate notifications prompting for user verification. In various implementations, such engines may advantageously reduce the risk by automatically generating traceability via a matrix of associations between features and components, which may be hardware and/or software components.

Machine learningKnowledge representationPlanningAI hardwareG06Q 10/0635G06F 16/2282G06F 16/252G06F 16/907G06Q 10/06375G06Q 10/06395

AI classification

Planning1.00
AI hardware1.00
Knowledge representation0.98
Machine learning0.77
Natural language0.01
Evolutionary computation0.00
Vision0.00
Speech0.00

Ownership

FLUENT NEUROTECHNOLOGY LLP

assignment · 584970672

DEEPWELL DTX

assignment · 589200332

Assignors

DOUGLAS, RYAN J.

On an employer assignment, the assignors are typically the inventors.

© 2026 NYSGPT2525 LLC