Quantamental Data Capture Architecture for Unified Analyst Insights

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Solution Overview

Problem

Investment teams within a provider institution often operate in isolation, leading to inconsistent and potentially risky investment strategies due to differing methodologies and personal biases, with information about securities not being routinely shared, resulting in suboptimal decision-making.

Innovation Solution

A data capture and integration system that integrates analyst interactions and feedback from multiple teams, generating an integrated data synopsis for portfolio managers, leveraging automated tracking and subjective analysis to provide a hybrid investment strategy.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Reliability

If investment teams operate in isolation with independent strategies, then each team can maintain its own methodology and biases, but information about securities is not shared and decision-making becomes suboptimal

Engineering Contradiction:

Improveinvestment decision qualityVSAvoidanalyst insights sharing

Core Design Contradiction:

ReliabilityVSLoss of information

Solution Approach 1:

The patent merges data from multiple isolated investment teams into a unified system. The processor combines analyst tracking information, interactions, and feedback from different teams to generate an integrated data synopsis, enabling information sharing while maintaining individual team methodologies.

Inventive Principle:

Principle #5Merging (Combining)

Solution Approach 2:

The system creates a universal platform that serves multiple investment teams simultaneously. The integrated data synopsis can be utilized by any team member, making the system multi-functional and applicable across different investment strategies and teams within the institution.

Inventive Principle:

Principle #6Universality (Multi-functionality)

2Adaptability or versatility

If multiple analysts use different theories and strategies, then diverse perspectives are available, but inconsistent and potentially risky investment strategies result

Engineering Contradiction:

Improveanalyst methodology diversityVSAvoidinvestment strategy consistency

Core Design Contradiction:

Adaptability or versatilityVSReliability

Solution Approach 1:

The system preserves local quality by maintaining individual analyst methodologies and approaches while integrating their outputs. Each analyst's unique perspective and strategy are retained in the data collection process, but the integration provides consistency through standardized processing and synthesis.

Inventive Principle:

Principle #3Local quality

Solution Approach 2:

The integrated data synopsis acts as a composite of multiple analytical approaches. Just as composite materials combine different substances to achieve desired properties, the system combines diverse analyst perspectives and methodologies into a unified investment intelligence product that leverages both diversity and consistency.

Inventive Principle:

Principle #40Composite materials

3Loss of information

If analyst interactions are manually tracked, then detailed information can be captured, but the process becomes time-consuming and inefficient

Engineering Contradiction:

Improveanalyst interaction data captureVSAvoiddata tracking time

Core Design Contradiction:

Loss of informationVSLoss of time

Solution Approach 1:

The system implements self-service tracking where the analyst device automatically captures interaction data without requiring manual intervention. The processor autonomously collects, quantifies, and integrates interaction information, eliminating the time-consuming manual tracking process while maintaining comprehensive data capture.

Inventive Principle:

Principle #25Self-service

Solution Approach 2:

The patent replaces manual mechanical tracking with automated electronic processing. The system uses digital data capture and algorithmic processing to substitute the manual effort previously required, significantly reducing time loss while maintaining or improving data capture completeness.

Inventive Principle:

Principle #28Mechanics substitution (Replace mechanical system)

4Reliability

If integrated data synthesis is performed, then unified investment strategy is achieved, but system complexity increases

Engineering Contradiction:

Improveinvestment strategy unityVSAvoiddata integration system complexity

Core Design Contradiction:

ReliabilityVSDevice complexity

Solution Approach 1:

The system segments the integration process into distinct functional components: data collection from multiple analysts, quantification of interactions, synthesis of feedback, and generation of integrated synopsis. This segmentation manages complexity by organizing the integration task into manageable, modular stages.

Inventive Principle:

Principle #1Segmentation

Solution Approach 2:

The processor acts as an intermediary that mediates between diverse analyst inputs and the unified investment strategy output. It standardizes and harmonizes different data formats and perspectives, managing the complexity of integration through a central coordinating function that translates varied inputs into consistent outputs.

Inventive Principle:

Principle #24Intermediary (Mediator)

Data Source

PatentUS12380505B2Data capture and integration architecture for a quantamental computer system

Publication Date: 2025.08.05 WELLS FARGO BANK NA

AI summary

A system includes a processing circuit that is configured to establish a wireless connection with an analyst device; detect a trigger event based on detecting a mentioning of a security from the analyst device; in response to detecting the trigger event, receive analyst tracking information from the analyst device relating to the security; generate a data synopsis for the security based on the received analyst tracking information; and provide a graphical user interface to a manager computing device depicting the data synopsis.