AI-based subscription, authorization, and billing control system with dynamic adjustment based on management strategies

Abstract

An AI subscription, authorization, and billing control system based on dynamic adjustment of management strategies is disclosed. The system is connected to the user device. A task type determination module is connected to a transmission module. A data range selection module is connected to both the transmission and task type determination modules. A strategy determination module is connected to the role attribute module, task type determination module, data range selection module, and AI agent. A subscription adjustment module and a cost calculation module are connected to the strategy determination module. The system converts natural language messages into task type information and obtains the corresponding role attributes and data access range. It dynamically determines the AI ​​agent's capability range and authorization level based on pre-established management strategies, and then adjusts subscriptions and authorizations accordingly. Costs are calculated based on capability and authorization levels to ensure that billing results reflect actual usage capabilities and data conditions. This achieves the technical efficacy of dynamically controlling the AI ​​agent's capability range and authorization level to dynamically adjust the AI ​​agent's subscription content and dynamically calculate costs.

Claims

1. An AI-based subscription, authorization, and billing control system dynamically adjusted based on management strategies, the system comprising: a transmission module, which obtains a natural language message from a user terminal device, the user terminal device logging into the system using user identification information; a role attribute module, which collects role attribute information corresponding to the user identification information from an Identity and Access Management (IAM) system; a task type determination module, connected to the transmission module, which parses the natural language message into at least one task and corresponding task type information using natural language processing (NLP) technology; and a data range selection module, connected to both the transmission module and the task type determination module, which uses NLP technology to filter data access range information corresponding to a task request message based on data source, data domain, data sensitivity, and / or data access permissions associated with the task information. A strategy determination module, connected to the role attribute module, the task type determination module, and the data range selection module, determines the capability range and corresponding authorization level of at least one AI agent corresponding to the at least one task based on a pre-established AI agent management strategy, considering the combination of the role attribute information, the task type information, and the data access range information. A subscription adjustment module, connected to the strategy determination module, adjusts the subscription and authorization of the at least one AI agent based on its capability range and corresponding authorization level. A fee calculation module, connected to the strategy determination module, calculates and statistically analyzes fee information corresponding to the natural language message based on the capability range and corresponding authorization level of the at least one AI agent.

2. The AI ​​subscription, authorization, and billing control system based on dynamic adjustment of management strategy as described in claim 1, wherein the task type determination module performs text normalization, word segmentation, part-of-speech analysis, named entity recognition, and semantic intent recognition on the natural language message through natural language processing technology, so as to parse the natural language message into the at least one task and the corresponding task type information.

3. The AI ​​subscription, authorization, and billing control system based on dynamic adjustment of management strategies as described in Request 1, wherein the data range selection module filters out the data access range information corresponding to the task request message based on the data source, data domain, and semantic keywords corresponding to the task information, combined with the data directory or data domain correspondence table, and further determines the data sensitivity and data access permissions.

4. The AI ​​subscription, authorization, and billing control system based on dynamic adjustment of management strategies as described in claim 1, wherein the strategy determination module cross-compares the role attribute information, the task type information, and the data access range information through an AI agent management strategy database to determine the capability range of the at least one AI agent, and sets corresponding authorization levels for each capability, wherein the authorization level includes at least one state of allow, restriction, or prohibition.

5. The AI ​​subscription, authorization, and billing control system based on dynamic adjustment of management strategies as described in Request 1, wherein the cost calculation module calculates the cost information corresponding to the natural language message based on the capability range and corresponding authorization level of the at least one AI agent, and in combination with the data sensitivity or access conditions of task type information and data access range information, so that the cost result reflects the actual authorization capability and data conditions.

Images