System and method for value creation management
Assignee8W8 Advisors Inc.
InventorRalf Hirt
Life of this patent
Estimating the term…
Abstract
A computer-implemented system and method for iterative compound value creation management is disclosed. The method includes receiving organizational input data, normalizing and embedding the data, and aggregating the embedded features using a neural model to generate a composite value index. Recommended actions are generated based on the index, and feedback is simulated or collected in response to these actions. The system updates the state of the input data based on feedback and repeats the process for a predetermined number of iterations or until a convergence criterion is satisfied. The invention enables adaptive, data-driven decision-making and continuous improvement in organizational value creation through a modular, scalable software architecture.
Claims19
A computer-implemented method for compound value creation management, comprising:
- receiving, via a data input module, a plurality of input data elements comprising attributes, segments, and scores associated with an organization;
- preprocessing the input data by normalizing the data;
- embedding the normalized data into a feature space using a feature engineering module;
- aggregating the embedded features using a neural model to generate a composite value index;
- generating one or more recommended actions based on the composite value index;
- simulating or collecting feedback in response to the recommended actions;
- updating a current state of the input data based on the feedback;
- repeating the steps of aggregating, generating, simulating or collecting feedback, and updating for a predetermined number of iterations or until a convergence criterion is met;
- and
- outputting a final set of recommended actions upon completion of the iterative process.
A system for iterative value creation management, comprising:
- a data input module configured to receive and normalize a plurality of input data elements comprising attributes, segments, and scores;
- a feature engineering module configured to embed the normalized data into a feature space;
- a value creation engine comprising a neural model configured to aggregate the embedded features and generate a composite value index;
- an action generation module configured to generate one or more recommended actions based on the composite value index;
- a feedback module configured to simulate or collect feedback in response to the recommended actions;
- a state management module configured to update a current state of the input data based on the feedback and control iterative execution;
- an iteration controller configured to repeat the aggregation, action generation, feedback, and state update steps for a predetermined number of iterations or until a convergence criterion is met;
- and
- an output interface configured to present a final set of recommended actions to a user or external system.
A system for value creation management, comprising:
- a data integration layer configured to connect with external systems and collect data in various formats,
- an assessment algorithm module configured to compute a compound value index based on one or more performance metrics,
- a data processing engine designed to perform real-time and batch data analysis, and
- a user interface configured to provide a customizable dashboard, interactive visualizations, and reporting tools.
Dependencies are inferred from the claim text.