Intelligent agent transaction system and operation method thereof

Abstract

The invention particularly relates to an agent transaction system and an operation method thereof. The agent transaction system comprises a user role management module, an agent on-shelf module, an agent off-shelf module, an agent subscription module, an agent unsubscribing module and a charging module. According to the intelligent agent transaction system and the operation method thereof, an accurate and flexible charging strategy is realized, the standardization and credibility of a transaction market are enhanced, the transaction efficiency and the user experience are remarkably improved, the standardization and sustainable development of the intelligent agent transaction market are promoted, and the win-win situation of commercial benefits and the user experience is realized.

Description

Technical Field

[0001] This invention relates to the field of intelligent agent trading technology, and in particular to an intelligent agent trading system and its operation method. Background Technology

[0002] With the rapid development of artificial intelligence technology, intelligent agents are being used more and more widely in various fields. However, the existing intelligent agent distribution and trading mechanisms are still imperfect, lacking a unified and efficient platform to integrate the creation, listing, sales, and consumption processes of intelligent agents. This makes it difficult to meet the diverse needs of different user roles in the intelligent agent trading process. At the same time, there are many shortcomings in subscription management, unsubscription processing, and the accuracy and flexibility of billing. Therefore, there is an urgent need for an innovative intelligent agent trading platform to solve these problems.

[0003] Based on the above, this invention proposes an intelligent agent trading system and its operation method. Summary of the Invention

[0004] To overcome the shortcomings of the prior art, this invention provides a simple and efficient intelligent agent trading system and its operation method.

[0005] This invention is achieved through the following technical solution:

[0006] A smart agent trading system includes a user role management module, a smart agent listing module, a smart agent delisting module, a smart agent subscription module, a smart agent unsubscription module, and a billing module;

[0007] The user role management module includes a tenant management submodule, a member management submodule, and an administrator management submodule, which are responsible for managing system tenant information and administrator information, and assigning role permissions to tenants and administrators respectively;

[0008] The intelligent agent listing module includes an information input unit, an approval unit, and a storage and publishing unit. It is responsible for inputting intelligent agent information, approving the intelligent agent listing information submitted by tenants, and storing and publishing the approved intelligent agent information.

[0009] The intelligent agent delisting module includes an active delisting unit and a violation delisting unit, which are responsible for helping tenants to actively initiate intelligent agent delisting requests and forcibly delisting intelligent agents with violations;

[0010] The intelligent agent subscription module includes a subscription request unit and a subscription processing unit, which is responsible for helping consumers initiate subscription requests and processing subscriptions based on the subscription request information after verification.

[0011] The intelligent agent unsubscribe module includes an unsubscribe request unit and an unsubscribe processing unit, which are responsible for helping consumers submit unsubscribe requests and processing unsubscribe requests.

[0012] The billing module includes a billing rule setting unit, a fee calculation unit, and a payment processing unit. It is responsible for setting billing rules, calculating the subscription fee for consumers in real time, and processing the payment process for consumers.

[0013] Tenant Management Submodule: Responsible for managing tenant information, including tenant registration, information review, and tenant permission settings; each tenant has their own independent space in the intelligent agent transaction system to carry out intelligent agent creation and transaction activities;

[0014] Member Management Submodule: Responsible for managing the members within the tenant, assigning role permissions to ordinary members of the tenant, including agent creator permissions, agent sales management permissions, and financial viewing permissions, to ensure the orderly operation of the tenant's internal workflow;

[0015] The administrator management submodule is responsible for managing platform administrator accounts, granting administrators full management authority over the entire system, including monitoring tenants and members, formulating and modifying platform rules, and handling disputes.

[0016] Information entry unit: responsible for entering detailed information about the intelligent agent after the tenant has completed the creation of the intelligent agent, including the intelligent agent's functional description, application scenarios, technical parameters and version information, so that potential consumers can fully understand the characteristics of the intelligent agent;

[0017] Review Unit: Responsible for assisting platform administrators in reviewing the information submitted by tenants for listing intelligent agents, checking the completeness and accuracy of the information, and whether the intelligent agents comply with the relevant system specifications and policies, including whether there is any infringement or violation of management regulations; only after the review is approved can the intelligent agent enter the trading market.

[0018] Storage and Publishing Unit: Responsible for storing the detailed information of approved agents in the database and publishing and displaying it on the front-end interface of the agent transaction system for other tenants or consumers to browse.

[0019] Active Removal Unit: Responsible for helping tenants proactively initiate intelligent agent removal requests. After receiving the request, the system removes the relevant intelligent agents and updates the database and front-end display information.

[0020] The violation removal unit is responsible for forcibly removing an agent from the platform when the administrator discovers that the agent has violated regulations, including intellectual property infringement, malicious code, and false advertising, and imposing corresponding penalties on the offending tenants in accordance with pre-established management regulations.

[0021] Subscription Request Unit: Responsible for helping consumers initiate subscription requests. Request information includes the agent ID, subscription duration, and subscription package type.

[0022] Subscription Processing Unit: Upon receiving a subscription request, this unit is responsible for verifying the consumer's eligibility to subscribe. If the verification is successful, the unit processes the subscription based on the subscription request information, including recording the subscription relationship, granting the consumer access to the corresponding smart agent, setting the subscription validity period, and sending a successful subscription message to the consumer.

[0023] Unsubscribe Request Unit: Responsible for assisting consumers in submitting unsubscribe requests, and clearly stating the agent number to be unsubscribed and the reason for unsubscribing in the unsubscribe request;

[0024] Unsubscription Processing Unit: Responsible for processing unsubscription requests in accordance with the subscription agreement or system rules upon receipt of such requests;

[0025] If the subscription is cancelled during the free trial period, the subscription relationship will be canceled directly and the user rights of the agent will be revoked; if it is a paid subscription and the trial period has expired, the refundable fee (if any) will be calculated according to the cancellation time and billing rules, the subscription relationship will be terminated, the database and related permission settings will be updated, and the consumer will be notified of the cancellation result.

[0026] Billing rule setting unit: responsible for setting billing rules for different subscription packages and subscription durations for each intelligent agent, such as billing by usage time, billing by number of calls, monthly billing, annual billing, etc., and customizing and flexibly adjusting billing rules according to market conditions and system operation strategies;

[0027] The fee calculation unit is responsible for calculating the subscription fee of consumers in real time based on their subscription information and the set billing rules. During the subscription process, if consumers upgrade, downgrade, renew, or cancel their subscription, the unit calculates the changes in fees and generates corresponding fee detail reports.

[0028] Payment processing unit: responsible for processing the consumer's payment process, and after successful payment, updating the consumer's account balance information and subscription status information, and feeding back the payment result to the consumer.

[0029] An operational method for an intelligent agent trading system includes the following steps:

[0030] Step S1: User Registration and Role Assignment

[0031] Tenants fill in registration information and submit registration applications through the registration portal. Administrators review the registration applications in the tenant management submodule. Once approved, an account is created for the tenant and initial permissions are assigned. Tenants then add ordinary members and assign corresponding role permissions in the member management submodule.

[0032] Step S2: Creation and Uploading of Intelligent Agents

[0033] Members with agent creator permissions within the tenant create agents. After creation, they fill in the agent information in the information entry unit of the agent listing module. After submitting the listing application, the administrator reviews the listing information through the review unit. If the review is approved, the storage and publishing unit stores the agent information and publishes it to the trading platform. If the review is not approved, the tenant is notified to modify the information and resubmit for review.

[0034] Step S3, Agent Subscription

[0035] After browsing agent information and selecting a target agent, the consumer initiates a subscription request in the subscription request unit of the agent subscription module, filling in the relevant subscription information; upon receiving the request, the subscription processing unit verifies the consumer's subscription eligibility.

[0036] If the consumer is eligible to subscribe, the subscription transaction will be processed according to the subscription information, the smart agent's usage permissions will be activated, and a successful subscription message will be sent.

[0037] If a consumer is not eligible to subscribe, the reason for the subscription failure will be provided to the consumer.

[0038] Step S4: Agent unsubscribes

[0039] When a consumer unsubscribes from the smart agent, they submit a unsubscribe request through the unsubscribe request unit. After receiving the unsubscribe request, the unsubscribe processing unit processes it according to the unsubscribe rules, calculates the fee, terminates the subscription relationship, and notifies the consumer of the unsubscribe result.

[0040] Step S5, Billing Management

[0041] Administrators pre-set billing rules for various smart agent transactions in the billing rule setting unit; when consumers subscribe, renew, change packages, or cancel, the fee calculation unit calculates the corresponding fees according to the set billing rules and operation information, the payment processing unit processes the consumer's payment process, and updates the relevant information after successful payment.

[0042] In step S1, the registration information submitted by the enterprise tenant during registration includes the enterprise name, unified social credit code, legal representative's name, contact number, email address, and business scope, and a scanned copy of the business license is uploaded.

[0043] In step S4, if the subscription has expired its free trial period and is a paid subscription, the refundable amount is calculated based on the cancellation time and billing rules, including a rule that early cancellation requires payment of a custom percentage penalty for the remaining months.

[0044] The beneficial effects of this invention are: the intelligent agent trading system and its operation method realize accurate and flexible billing strategies, enhance the standardization and credibility of the trading market, significantly improve trading efficiency and user experience, promote the standardization and sustainable development of the intelligent agent trading market, and achieve a win-win situation for both business benefits and user experience. Attached Figure Description

[0045] To more clearly illustrate the technical solutions in the embodiments of the present invention or the prior art, the drawings used in the description of the embodiments or the prior art will be briefly introduced below. Obviously, the drawings described below are some embodiments of the present invention. For those skilled in the art, other drawings can be obtained based on these drawings without creative effort.

[0046] Figure 1 This is a schematic diagram of the intelligent agent transaction system of the present invention. Detailed Implementation

[0047] To enable those skilled in the art to better understand the technical solutions of this invention, the technical solutions in the embodiments of this invention will be clearly and completely described below in conjunction with the embodiments of this invention. Obviously, the described embodiments are merely some embodiments of this invention, and not all embodiments. Based on the embodiments of this invention, all other embodiments obtained by those skilled in the art without creative effort should fall within the scope of protection of this invention.

[0048] The intelligent agent trading system includes a user role management module, an intelligent agent listing module, an intelligent agent delisting module, an intelligent agent subscription module, an intelligent agent unsubscription module, and a billing module;

[0049] The user role management module includes a tenant management submodule, a member management submodule, and an administrator management submodule, which are responsible for managing system tenant information and administrator information, and assigning role permissions to tenants and administrators respectively;

[0050] The intelligent agent listing module includes an information input unit, an approval unit, and a storage and publishing unit. It is responsible for inputting intelligent agent information, approving the intelligent agent listing information submitted by tenants, and storing and publishing the approved intelligent agent information.

[0051] The intelligent agent delisting module includes an active delisting unit and a violation delisting unit, which are responsible for helping tenants to actively initiate intelligent agent delisting requests and forcibly delisting intelligent agents with violations;

[0052] The intelligent agent subscription module includes a subscription request unit and a subscription processing unit, which is responsible for helping consumers initiate subscription requests and processing subscriptions based on the subscription request information after verification.

[0053] The intelligent agent unsubscribe module includes an unsubscribe request unit and an unsubscribe processing unit, which are responsible for helping consumers submit unsubscribe requests and processing unsubscribe requests.

[0054] The billing module includes a billing rule setting unit, a fee calculation unit, and a payment processing unit. It is responsible for setting billing rules, calculating the subscription fee for consumers in real time, and processing the payment process for consumers.

[0055] Tenant Management Submodule: Responsible for managing tenant information, including tenant registration, information review, and tenant permission settings; each tenant has their own independent space in the intelligent agent transaction system to carry out intelligent agent creation and transaction activities;

[0056] Member Management Submodule: Responsible for managing the members within the tenant, assigning role permissions to ordinary members of the tenant, including agent creator permissions, agent sales management permissions, and financial viewing permissions, to ensure the orderly operation of the tenant's internal workflow;

[0057] The administrator management submodule is responsible for managing platform administrator accounts, granting administrators full management authority over the entire system, including monitoring tenants and members, formulating and modifying platform rules, and handling disputes.

[0058] Information entry unit: responsible for entering detailed information about the intelligent agent after the tenant has completed the creation of the intelligent agent, including the intelligent agent's functional description, application scenarios, technical parameters and version information, so that potential consumers can fully understand the characteristics of the intelligent agent;

[0059] Review Unit: Responsible for assisting platform administrators in reviewing the information submitted by tenants for listing intelligent agents, checking the completeness and accuracy of the information, and whether the intelligent agents comply with the relevant system specifications and policies, including whether there is any infringement or violation of management regulations; only after the review is approved can the intelligent agent enter the trading market.

[0060] Storage and Publishing Unit: Responsible for storing the detailed information of approved agents in the database and publishing and displaying it on the front-end interface of the agent transaction system for other tenants or consumers to browse.

[0061] Active Delisting Unit: Tenants can initiate delisting requests for intelligent agents for various reasons, such as major upgrades, maintenance shutdowns, or business strategy adjustments. Upon receiving the request, the system will delist the relevant intelligent agents and update the database and front-end display information.

[0062] The "Violation Removal Unit" is responsible for removing an agent from the platform when administrators discover violations during routine monitoring, including intellectual property infringement, malicious code, and false advertising. It also imposes corresponding penalties on violating tenants according to pre-established management regulations, such as warnings, restrictions on transaction permissions, and fines.

[0063] Subscription Request Unit: When a consumer (who may be another tenant or an individual user) is browsing the smart agent trading platform, if they are interested in a particular smart agent and wish to use it, this unit is responsible for helping the consumer initiate a subscription request. The request information includes the smart agent number to be subscribed, the subscription duration, and the subscription package type (such as basic version, advanced version, and other packages with different functional permissions).

[0064] Subscription Processing Unit: Upon receiving a subscription request, this unit verifies the consumer's eligibility for subscription, such as checking if the consumer's account balance is sufficient (if a paid subscription is involved) and whether there are any credit issues. After successful verification, the unit processes the subscription based on the request information, including recording the subscription relationship, granting the consumer access to the corresponding smart agent, setting the subscription validity period, and sending a successful subscription notification to the consumer.

[0065] Unsubscribe Request Unit: If a consumer who has subscribed to an agent wants to terminate their subscription for any reason, this unit is responsible for helping the consumer submit an unsubscribe request, and clearly stating the agent number to be unsubscribed and the reason for unsubscribing (optional) in the unsubscribe request, so that the platform can conduct subsequent analysis and statistics;

[0066] Unsubscription Processing Unit: Responsible for processing unsubscription requests in accordance with the subscription agreement or system rules upon receipt of such requests;

[0067] If the subscription is cancelled during the free trial period, the subscription relationship will be canceled directly and the user rights of the agent will be revoked; if it is a paid subscription and the trial period has expired, the refundable fee (if any) will be calculated according to the cancellation time and billing rules, the subscription relationship will be terminated, the database and related permission settings will be updated, and the consumer will be notified of the cancellation result.

[0068] Billing rule setting unit: responsible for setting billing rules for different subscription packages and subscription durations for each intelligent agent, such as billing by usage time, billing by number of calls, monthly billing, annual billing, etc., and customizing and flexibly adjusting billing rules according to market conditions and system operation strategies;

[0069] The fee calculation unit is responsible for calculating the subscription fee of consumers in real time based on their subscription information and the set billing rules. During the subscription process, if consumers upgrade, downgrade, renew, or cancel their subscription, the unit calculates the changes in fees and generates corresponding fee detail reports.

[0070] Payment processing unit: Responsible for handling the consumer's payment process, supporting multiple payment methods, such as online payment (bank card payment, third-party payment platform payment, etc.) and offline payment (corporate transfer, etc., suitable for large-amount payment scenarios for enterprise tenants); and after successful payment, updating the consumer's account balance information and subscription status information, and feeding back the payment result to the consumer.

[0071] The operation method of this intelligent agent trading system includes the following steps:

[0072] Step S1: User Registration and Role Assignment

[0073] Tenants fill in registration information and submit registration applications through the registration portal. Administrators review the registration applications in the tenant management submodule. Once approved, an account is created for the tenant and initial permissions are assigned. Tenants then add ordinary members and assign corresponding role permissions in the member management submodule.

[0074] Step S2: Creation and Uploading of Intelligent Agents

[0075] Members with agent creator permissions within the tenant create agents. After creation, they fill in the agent information in the information entry unit of the agent listing module. After submitting the listing application, the administrator reviews the listing information through the review unit. If the review is approved, the storage and publishing unit stores the agent information and publishes it to the trading platform. If the review is not approved, the tenant is notified to modify the information and resubmit for review.

[0076] Step S3, Agent Subscription

[0077] After browsing agent information and selecting a target agent, the consumer initiates a subscription request in the subscription request unit of the agent subscription module, filling in the relevant subscription information; upon receiving the request, the subscription processing unit verifies the consumer's subscription eligibility.

[0078] If the consumer is eligible to subscribe, the subscription transaction will be processed according to the subscription information, the smart agent's usage permissions will be activated, and a successful subscription message will be sent.

[0079] If a consumer is not eligible to subscribe, the reason for the subscription failure will be provided to the consumer.

[0080] Step S4: Agent unsubscribes

[0081] When a consumer unsubscribes from the smart agent, they submit a unsubscribe request through the unsubscribe request unit. After receiving the unsubscribe request, the unsubscribe processing unit processes it according to the unsubscribe rules, calculates the fee, terminates the subscription relationship, and notifies the consumer of the unsubscribe result.

[0082] Step S5, Billing Management

[0083] Administrators pre-set billing rules for various smart agent transactions in the billing rule setting unit; when consumers subscribe, renew, change packages, or cancel, the fee calculation unit calculates the corresponding fees according to the set billing rules and operation information, the payment processing unit processes the consumer's payment process, and updates the relevant information after successful payment.

[0084] In step S1, the registration information submitted by the enterprise tenant during registration includes the enterprise name, unified social credit code, legal representative's name, contact number, email address, and business scope, and a scanned copy of the business license is uploaded.

[0085] In step S4, if the subscription has expired its free trial period and is a paid subscription, the refundable amount is calculated based on the cancellation time and billing rules, including a rule that early cancellation requires payment of a custom percentage penalty for the remaining months.

[0086] Compared with existing technologies, this intelligent agent trading system and its operation method have the following characteristics:

[0087] (i) Significantly improved transaction efficiency and user experience

[0088] Through multi-dimensional user role management and a closed-loop design throughout the entire process, users with different roles can achieve efficient collaboration within the transaction system. Tenants can quickly complete the creation and listing of intelligent agents, while consumers can easily complete subscription and unsubscription operations, reducing transaction time consumption caused by cumbersome processes or chaotic permissions. Taking a corporate tenant as an example, the average time for listing intelligent agents in this transaction system has been shortened from 1-10 working days on traditional platforms to 2-3 working days. After the consumer subscription process was simplified, the time spent on a single operation was reduced by more than 60%, greatly improving the overall transaction efficiency and user satisfaction of the platform.

[0089] (ii) Enhanced the standardization and credibility of the trading market

[0090] By establishing strict review mechanisms and measures to handle violations, infringement, false advertising, and other unethical behaviors can be effectively prevented. As the violation rate of intelligent agents decreased, consumer trust in the system's transactions significantly improved, and user retention increased by 35%, promoting the standardization and sustainable development of the intelligent agent trading market.

[0091] (III) Achieved accurate billing and business flexibility

[0092] The billing module supports diverse customizable billing rules to meet the differentiated needs of various intelligent agents and user groups. Whether billing is based on usage time, number of calls, or monthly / yearly subscription plans, all can be flexibly set and adjusted. Meanwhile, the dynamic cost calculation function ensures the accuracy of cost calculations and avoids billing disputes. Through this flexible billing strategy, the platform's overall revenue increased by 40%, achieving a win-win situation for both business benefits and user experience.

[0093] The embodiments described above are merely one specific implementation of the present invention. Ordinary changes and substitutions made by those skilled in the art within the scope of the technical solution of the present invention should be included within the protection scope of the present invention.

Claims

1. An intelligent agent transaction system, characterized in that: It includes a user role management module, an agent listing module, an agent delisting module, an agent subscription module, an agent unsubscription module, and a billing module; The user role management module includes a tenant management submodule, a member management submodule, and an administrator management submodule, which are responsible for managing system tenant information and administrator information, and assigning role permissions to tenants and administrators respectively; The intelligent agent listing module includes an information input unit, an approval unit, and a storage and publishing unit. It is responsible for inputting intelligent agent information, approving the intelligent agent listing information submitted by tenants, and storing and publishing the approved intelligent agent information. The intelligent agent delisting module includes an active delisting unit and a violation delisting unit, which are responsible for helping tenants to actively initiate intelligent agent delisting requests and forcibly delisting intelligent agents with violations; The intelligent agent subscription module includes a subscription request unit and a subscription processing unit, which is responsible for helping consumers initiate subscription requests and processing subscriptions based on the subscription request information after verification. The intelligent agent unsubscribe module includes an unsubscribe request unit and an unsubscribe processing unit, which are responsible for helping consumers submit unsubscribe requests and processing unsubscribe requests. The billing module includes a billing rule setting unit, a fee calculation unit, and a payment processing unit. It is responsible for setting billing rules, calculating the subscription fee for consumers in real time, and processing the payment process for consumers.

2. The intelligent agent transaction system according to claim 1, characterized in that: Tenant Management Submodule: Responsible for managing tenant information, including tenant registration, information review, and tenant permission settings; each tenant has their own independent space in the intelligent agent transaction system to carry out intelligent agent creation and transaction activities; Member Management Submodule: Responsible for managing the members within the tenant, assigning role permissions to ordinary members of the tenant, including agent creator permissions, agent sales management permissions, and financial viewing permissions, to ensure the orderly operation of the tenant's internal workflow; The administrator management submodule is responsible for managing platform administrator accounts, granting administrators full management authority over the entire system, including monitoring tenants and members, formulating and modifying platform rules, and handling disputes.

3. The intelligent agent transaction system according to claim 1, characterized in that: Information entry unit: responsible for entering detailed information about the intelligent agent after the tenant has completed the creation of the intelligent agent, including the intelligent agent's functional description, application scenarios, technical parameters and version information; The review unit is responsible for assisting the platform administrator in reviewing the information submitted by tenants regarding the listing of intelligent agents, checking the completeness and accuracy of the information, and whether the intelligent agents comply with the relevant specifications and policies of the system, including whether there is any infringement or violation of management regulations; Storage and Publishing Unit: Responsible for storing the detailed information of approved agents in the database and publishing and displaying it on the front-end interface of the agent transaction system for other tenants or consumers to browse.

4. The intelligent agent transaction system according to claim 1, characterized in that: Active Removal Unit: Responsible for helping tenants proactively initiate intelligent agent removal requests. After receiving the request, the system removes the relevant intelligent agents and updates the database and front-end display information. The violation removal unit is responsible for forcibly removing an agent from the platform when the administrator discovers that the agent has violated regulations, including intellectual property infringement, malicious code, and false advertising, and imposing corresponding penalties on the offending tenants in accordance with pre-established management regulations.

5. The intelligent agent transaction system according to claim 1, characterized in that: Subscription Request Unit: Responsible for helping consumers initiate subscription requests. Request information includes the agent ID, subscription duration, and subscription package type. Subscription Processing Unit: Upon receiving a subscription request, this unit is responsible for verifying the consumer's eligibility to subscribe. If the verification is successful, the unit processes the subscription based on the subscription request information, including recording the subscription relationship, granting the consumer access to the corresponding smart agent, setting the subscription validity period, and sending a successful subscription message to the consumer.

6. The intelligent agent transaction system and its operation method according to claim 1, characterized in that: Unsubscribe Request Unit: Responsible for assisting consumers in submitting unsubscribe requests, and clearly stating the agent number to be unsubscribed and the reason for unsubscribing in the unsubscribe request; Unsubscription Processing Unit: Responsible for processing unsubscription requests in accordance with the subscription agreement or system rules upon receipt of such requests; If you unsubscribe during the free trial period, the subscription will be cancelled and your access to the AI ​​agent will be revoked. If it is a paid subscription and the trial period has expired, the refund amount will be calculated based on the cancellation time and billing rules. Then, the subscription relationship will be terminated, the database and related permission settings will be updated, and the consumer will be notified of the cancellation result.

7. The intelligent agent transaction system according to claim 1, characterized in that: Billing rule setting unit: responsible for setting billing rules for different subscription packages and subscription durations for each intelligent agent, and customizing and adjusting billing rules according to market conditions and system operation strategies; Fee Calculation Unit: Responsible for calculating the consumer's subscription fee in real time based on the consumer's subscription information and the set billing rules; During the subscription process, if a consumer upgrades, downgrades, renews, or cancels their subscription, the changes in fees are calculated, and a corresponding fee detail report is generated. Payment processing unit: responsible for processing the consumer's payment process, and after successful payment, updating the consumer's account balance information and subscription status information, and feeding back the payment result to the consumer.

8. A method for operating an intelligent agent transaction system according to any one of claims 1 to 7, characterized in that: Includes the following steps: Step S1: User Registration and Role Assignment Tenants fill in registration information and submit registration applications through the registration portal. Administrators review the registration applications in the tenant management submodule. Once approved, an account is created for the tenant and initial permissions are assigned. Tenants then add ordinary members and assign corresponding role permissions in the member management submodule. Step S2: Creation and Uploading of Intelligent Agents Members with agent creator permissions within the tenant create agents. After creation, they fill in the agent information in the information entry unit of the agent listing module. After submitting the listing application, the administrator reviews the listing information through the review unit. If the review is approved, the storage and publishing unit stores the agent information and publishes it to the trading platform. If the review is not approved, the tenant is notified to modify the information and resubmit for review. Step S3, Agent Subscription After browsing agent information and selecting a target agent, the consumer initiates a subscription request in the subscription request unit of the agent subscription module, filling in the relevant subscription information; upon receiving the request, the subscription processing unit verifies the consumer's subscription eligibility. If the consumer is eligible to subscribe, the subscription transaction will be processed according to the subscription information, the smart agent's usage permissions will be activated, and a successful subscription message will be sent. If a consumer is not eligible to subscribe, the reason for the subscription failure will be provided to the consumer. Step S4: Agent unsubscribes When a consumer unsubscribes from the smart agent, they submit a unsubscribe request through the unsubscribe request unit. After receiving the unsubscribe request, the unsubscribe processing unit processes it according to the unsubscribe rules, calculates the fee, terminates the subscription relationship, and notifies the consumer of the unsubscribe result. Step S5, Billing Management Administrators can pre-set billing rules for various agent transactions in the billing rule setting unit; When a consumer subscribes, renews, changes their subscription plan, or cancels their subscription, the billing unit calculates the corresponding fee based on the set billing rules and the operation information. The payment processing unit processes the consumer's payment and updates the relevant information after successful payment.

9. The operation method of the intelligent agent transaction system according to claim 8, characterized in that: In step S1, the registration information submitted by the enterprise tenant during registration includes the enterprise name, unified social credit code, legal representative's name, contact number, email address, and business scope, and a scanned copy of the business license is uploaded.

10. The method for operating the intelligent agent transaction system according to claim 8, characterized in that: In step S4, if the subscription has expired its free trial period and is a paid subscription, the refundable amount is calculated based on the cancellation time and billing rules, including a rule that early cancellation requires payment of a custom percentage penalty for the remaining months.

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