Analysis report generation system and program

Abstract

To provide an analysis report generation system and a program that generate an explanation for each report item of an analysis report on the basis of basic information and user-specified information using a generative AI, and further read all explanations for the report items using the generative AI to generate summaries, thereby generating an analysis report consisting of summaries and explanations for the report items.SOLUTION: In an analysis report generation system, when basic information such as necessary statistical information is set in a prompt that serves as an instruction for generation to a generative AI system 2, and user-specified information such as a business type of a user and business status and terms to be included in an output result is input and the prompt is completed, an analysis report generation server 1 causes the generative AI system 2 to generate an explanatory text for each report item of an analysis report according to the prompt, causes the generative AI system 2 to read an explanatory text of all the report items to generate a summary, and generates an analysis report consisting of the summary and the explanation for each report item.SELECTED DRAWING: Figure 1

Description

[Technical Field]

[0001] The present invention relates to a system for generating reports for analyzing trade areas, etc., and in particular to an analysis report generation system and program that uses generation AI (Artificial Intelligence) to generate analysis reports that meet user requirements. [Background technology]

[0002] [Prior Art] Traditionally, generative AI has been used to generate reports. Furthermore, trade areas have been analyzed based on statistical information, research information, or alternative data, and analytical reports have been prepared.

[0003] [Related Technology] Related prior art includes Japanese Patent No. 6675203, "Trade Area Analysis Report System and Trade Area Analysis Report Processing Program" (Patent Document 1), Japanese Patent Application Laid-Open No. 2006-113837, "Real-time Trade Area Survey System" (Patent Document 2), Japanese Patent Application Laid-Open No. 2014-203269, "Target Visit Trade Area Determination Device, Method, and Program" (Patent Document 3), and Japanese Patent Application Laid-Open No. 2002-092123, "Real Estate Property Information Provision and Analysis System" (Patent Document 4).

[0004] Patent Document 1 discloses that a trade area analysis of an area is performed based on customer information, statistical information, and cluster information for each area, and a report is output. Patent Document 2 shows that the location of an information provider is converted into movement information, and the movement information is collected and processed in real time to simulate the consumption behavior of the information provider and conduct a trade area survey.

[0005] Patent Document 3 shows that a purpose-visit commercial area is determined based on the residential area of ​​purpose-visiting customers who visit a facility with a purpose and the residential area of ​​impulse-visiting customers who visit impulsively. Patent Document 4 shows that when providing information on real estate properties, the results of trade area analysis and regional statistical analysis are provided together with map data. [Prior art documents] [Patent documents]

[0006] [Patent Document 1] Patent No. 6675203 [Patent Document 2] Japanese Patent Application Laid-Open No. 2006-113837 [Patent Document 3] Japanese Patent Application Laid-Open No. 2014-203269 [Patent Document 4] Japanese Patent Application Laid-Open No. 2002-092123 Summary of the Invention [Problem to be solved by the invention]

[0007] However, while the above-mentioned conventional technology creates an analytical report based on statistical information and customer information, it has the problem that it is not possible to provide an analytical report that meets the user's needs while reflecting basic information such as specified statistical information and taking into consideration the industry, business type, position, etc. of the user requesting the report.

[0008] Furthermore, Patent Documents 1 to 4 do not describe a configuration in which a generation AI generates an explanatory text for each report item in an analysis report based on basic information and user-specified information, and further, the generation AI reads all the explanatory text for the report item, generates a summary text, and outputs the analysis report.

[0009] The present invention has been made in consideration of the above-mentioned situation, and aims to provide an analysis report generation system and program that uses a generation AI to generate an explanatory text for each report item in an analysis report based on basic information and user-specified information, and further reads all the explanatory text for the report item using the generation AI to generate a summary text, thereby generating an analysis report consisting of the summary text and the explanatory text for the report items. [Means for solving the problem]

[0010] The present invention, which solves the problems of the above-mentioned conventional examples, is an analytical report generation system that includes an analytical report generation server that causes a generation AI system to generate an analytical report, wherein the analytical report generation server holds basic information for prompts for the generation AI system, inputs user-specified information from a user terminal, integrates the basic information and the user-specified information to complete the prompt, causes the generation AI system to generate an explanatory text for each report item in the analytical report according to the completed prompt, reads all explanatory text for the report items to generate a summary text, and provides an analytical report that integrates the explanatory text and summary text for the report items to the user terminal.

[0011] The present invention is characterized in that, in the above-mentioned analysis report generation system, the analysis report generation server holds the generation procedure and input data as basic information for the prompt, and the user's industry, business type and position, terms to be included in the output results, and the length of the sentences to be output can be input as user-specified information from a user input screen displayed on the user terminal.

[0012] The present invention is characterized in that, in the above-mentioned analysis report generation system, the analysis report generation server provides a button on the display screen of the analysis report to cause the analysis report to be regenerated, and when the button is selected, a user input screen is output to the user terminal while displaying the user-specified information entered at the time of generation, and the analysis report is regenerated with the user-specified information being modifiable.

[0013] The present invention is characterized in that, in the above-mentioned analysis report generation system, the analysis report generation server provides an input field for user feedback information on the user input screen that is displayed after the analysis report regeneration button is selected, and regenerates the analysis report based on the input feedback information.

[0014] The present invention is an analytical report generation system that includes an analytical report generation server that causes a generation AI system to generate an analytical report, wherein a user terminal connected to the analytical report generation server holds basic information for prompts for the generation AI system, inputs user-specified information, integrates the basic information and the user-specified information to complete the prompt and outputs it to the analytical report generation server, the analytical report generation server causes the generation AI system to generate an explanatory text for each report item of the analytical report in accordance with the completed prompt, reads all explanatory text for the report items to generate summaries, outputs the explanatory text and summary text for the report items to the user terminal, and the user terminal generates an analytical report that integrates the explanatory text and summary text for the report items.

[0015] The present invention is characterized in that in the above-mentioned analysis report generation system, the user terminal holds the generation procedure and input data as basic information for the prompt, and the user's industry, business type and position, terms to be included in the output results, and the length of the sentence to be output can be input as user-specified information from a user input screen displayed on the user terminal.

[0016] The present invention is a processing program that operates on an analysis report generation server that causes a generation AI system to generate an analysis report, and is characterized in that the analysis report generation server is configured to retain basic information of prompts for the generation AI system, input user-specified information from a user terminal, integrate the basic information and the user-specified information to complete the prompt, cause the generation AI system to generate an explanatory text for each report item in the analysis report according to the completed prompt, read all explanatory text for the report items to generate a summary text, and provide an analysis report that integrates the explanatory text and summary text for the report items to the user terminal.

[0017] The present invention is characterized in that, in the above program, the analysis report generation server is made to retain the generation procedure and input data as basic information for the prompt, and is made to function so that the user's industry, business type and position, terms to be included in the output results, and the length of the sentence to be output can be input as user-specified information from a user input screen displayed on the user terminal.

[0018] The present invention is characterized in that, in the above program, an analysis report generation server is provided on the display screen of the analysis report, and when a button to regenerate the analysis report is selected, a user input screen is output to the user terminal while displaying the user-specified information entered at the time of generation, and the analysis report is regenerated with the user-specified information being modifiable.

[0019] The present invention is characterized in that, in the above program, the analysis report generation server is provided on a user input screen that is displayed after selecting a button to regenerate the analysis report, and is configured to function to regenerate the analysis report based on feedback information entered in the user feedback information input field.

[0020] The present invention is a processing program that operates on an analysis report generation server that causes a generation AI system to generate an analysis report, and is characterized in that the analysis report generation server is configured to input a completed prompt from a user terminal to the generation AI system by integrating basic information for the prompt and user-specified information, cause the generation AI system to generate an explanatory text for each report item of the analysis report in accordance with the completed prompt, read all explanatory text for the report items to generate a summary text, and output the explanatory text and summary text for the report items to the user terminal so that an analysis report integrating the explanatory text and summary text for the report items is generated on the user terminal. [Effects of the Invention]

[0021] According to the present invention, the analysis report generation server holds basic information for prompts for the generation AI system, inputs user-specified information from the user terminal, integrates the basic information and the user-specified information to complete the prompt, causes the generation AI system to generate an explanatory text for each report item in the analysis report according to the completed prompt, reads all explanatory text for the report items to generate a summary, and provides an analysis report that integrates the explanatory text and summary text for the report items to the user terminal.This results in an analysis report generation system and program that is reliable, adapts to the user's condition and output needs, and can generate an analysis report with overall cohesive content, thereby promoting user understanding. [Brief explanation of the drawings]

[0022] [Figure 1] FIG. 1 is a schematic diagram of the system. [Figure 2] FIG. 1 is a schematic diagram of a trade area analysis report. [Figure 3] FIG. 10 is a process flow diagram for generating a trade area analysis report. [Figure 4] FIG. 10 is a schematic diagram of a user input screen. [Figure 5] FIG. 1 is a schematic diagram illustrating an application example of the present system. DETAILED DESCRIPTION OF THE INVENTION

[0023] An embodiment of the present invention will be described with reference to the drawings. [Outline of the embodiment] In an analysis report generation system (this system) according to an embodiment of the present invention, an analysis report generation server causes a generation AI system to generate an analysis report. Basic information such as necessary statistical information is set in a prompt that instructs the generation AI system to generate an analysis report. Furthermore, user-specified information such as the user's status, such as industry type and business model, and terms that the user wants to include in the output results is entered, and once the prompt is completed, the generation AI system generates an explanatory text for each report item in the analysis report in accordance with the prompt. Furthermore, the explanatory text for all report items is read into the generation AI system, and summaries are generated from the explanatory text, and an analysis report consisting of the summaries and explanatory text for each report item is generated.Therefore, explanatory texts with accurate content based on statistical information and easy to understand according to the user's status and the user's desired output terms can be generated, and summaries can be generated from the entire explanatory text for each report item, thereby generating an analysis report that is reliable, conforms to the user's status and output preferences, and has overall cohesive content, thereby promoting user understanding.

[0024] [This system: Figure 1] This system will be described with reference to Figure 1. Figure 1 is a schematic diagram of the system. As shown in FIG. 1, this system includes an analysis report generation server 1, a generation AI system 2, a user terminal 3, and a network 4. An analysis report generation server 1, a generation AI system 2, and a user terminal 3 are connected via a network 4.

[0025] [Parts: Figure 1] Each part of this system will be specifically described with reference to FIG. [Analysis report generation server 1] As shown in Figure 1, the analysis report generation server 1 comprises a control unit 11, a memory unit 12, and an interface unit 13, and the interface unit 13 is connected to the network 4 and is also connected to a statistical data memory unit 21 and a map data memory unit 22.

[0026] In FIG. 1, the statistical data storage unit 21 and the map data storage unit 22 are connected to the analysis report server 1, but it is also possible to provide a server that stores and manages statistical data and a server that stores and manages map data via the network 4, and have the analysis report server 1 access these servers to obtain the statistical data and map data. Here, the statistical data and map data are used to generate analysis reports, and the map data in particular is used to calculate the area of ​​a trade zone (for example, a trade zone with a radius of 1 km and a 10-minute drive).

[0027] Then, in the analysis report generation server 1, the control unit 11 executes a processing program stored in the memory unit 12 to generate an analysis report described below, store it in the memory unit 12, and provide it to the user terminal 3. The storage unit 12 stores the processing program, prompts that instruct the generation AI system 2 to generate a report, the generated analysis report, etc. The prompts will be described in detail later.

[0028] The analytical report generation server 1 also receives inputs of the user's industry type and position, as well as inputs of terms to be included in the output results, the length of the summary, etc., and sets these in the prompt. The user's business type may be, for example, a family restaurant considering opening a roadside store near ABC Station, or a soba noodle chain store considering opening a store near ABC Station. The users are people in charge of attracting tenants, store opening strategies, and the like.

[0029] [Generative AI System 2] The generation AI system 2 generates an explanatory text for each report item in the analysis report in response to a prompt input from the analysis report generation server 1, and then reads all of the explanatory texts, generates a summary from the explanatory texts, and outputs the summary to the analysis report generation server 1. The specific details of analysis report generation will be described later.

[0030] [User terminal 3] The user terminal 3 accesses the analysis report generation server 1, issues an instruction to create a prompt from a user input screen (described later), inputs an instruction to generate an analysis report, and displays the generated analysis report. The basic items (basic information) of the prompt are set in advance in the analysis report generating server 1, and the input from the user terminal 3 mainly consists of items individually specified by the user (user-specified information).

[0031] [Processing by this system] The processing of this system will now be described. The analysis report may be, for example, a trade area analysis report, and the following explanation will use this trade area analysis report as an example. Note that the analysis report may also include a people flow analysis report for a facility or area, and may also be applied to the generation of other analysis reports based on basic information and user-specified information.

[0032] [Trade Area Analysis Report: Figure 2] An example of a trade area analysis report will be described with reference to Fig. 2. Fig. 2 is a schematic diagram of a trade area analysis report. As shown in Figure 2, a trade area analysis report consists of a title (expressing the area name if necessary), trade area type, a summary of the trade area analysis, and specific report items. The title is the area name, the trade area type is the range from the analysis point (for example, 15 minutes by car excluding toll roads, 2km radius, etc.), the summary is a summary of the explanation of the report items, and the report items are the specifics of the report (for example, gender and age characteristics, household composition and annual income, consumption trends, daytime area characteristics). Daytime area characteristics are further analyzed in terms of commercial, business, and commuter town characteristics.

[0033] In addition, the prompts input to the generation AI system 2 consist of a summary of the instructions for generating a trade area analysis report, task details, the contents of the input data, and the output format. The summary description includes the name of the analysis location, the viewpoint for generating the report, the type of input data to be given, and the output points.

[0034] The task details include definitions of terms, the area information to be generated, and the procedure for generating the area information. The contents of the input data are statistical data acquired from the statistical data storage unit 21 or processed data thereof, and the type, format and numerical value of the input data are recorded. The output format will include examples of output to use as reference and points to consider when making adjustments.

[0035] [Processing flow of this system: Figure 3] Next, the specific processing for generating a trade area analysis report will be described with reference to Fig. 3. Fig. 3 is a processing flow diagram for generating a trade area analysis report. The structure (framework) of the trade area survey report is stored in the memory unit 12 of the analysis report generation server 1, and the user terminal 3 inputs a summary explanation of the prompt, points to arrange for output formation, and the length of the text to be output (number of characters) to instruct the report output.

[0036] However, since it is difficult for the user to set all of the prompt items, the basic items for generating the analysis report are stored as basic information in the memory unit 12 of the analysis report generation server 1, and items according to the user's status are set from the user terminal 3 as user-specified information.

[0037] [User input screen: Figure 4] In practice, in order to simplify input from the user terminal 3, the necessary items are input from a user input screen such as that shown in Fig. 4. Fig. 4 is a schematic diagram of the user input screen. Specifically, as shown in the processing flow of FIG. 3, the user inputs user-specified information such as the user's industry type and position, terms to be included in the output results, and the length of the summary text on the input screen of FIG. 4 (S1).

[0038] When the "Output report" button is clicked and selected on the screen of Figure 4, the analysis report generation server 1 completes the prompt by synthesizing the basic information of the prompt stored in the memory unit 12 with the user-specified information input from the user terminal 3, and outputs the synthesized prompt to the generation AI system 2 (S2).

[0039] The analysis report generation server 1 causes the generation AI system 2 to generate an explanatory text for each report item in response to the completed prompt (S3), then reads all the explanatory text for each report item and generates a summary text from the explanatory text (S4), and integrates the explanatory text and summary text for each report item received from the generation AI system 2 into a trade area analysis report (S5). The analysis report generation server 1 stores the generated trade area analysis report in the storage unit 12 and outputs it to the user terminal 3 (S6).

[0040] As shown in Figure 2, if the report item "Daytime area characteristics" is further divided into sub-items of "Commercial characteristics," "Business characteristics," and "Bedroom town characteristics" and explanatory text is generated for the report item "Daytime area characteristics," as shown on the right side of the trade area analysis report, the explanatory text for the report item "Daytime area characteristics" is generated by the AI ​​generation system 2 reading the explanatory text for all sub-items.

[0041] The summary text in the upper right corner of Figure 2 can be generated from the three reported items on the left, "Gender and age characteristics," "Household composition and annual income," and "Consumption trends," as well as "Daytime area characteristics," or it can be generated from the three items on the left and the minor items on the right, or it can be generated by reading in all the explanatory text.

[0042] [Additional information] [User feedback, analysis report regeneration] A "Regenerate" button for regenerating the analysis report is provided on the analysis report screen displayed on the user terminal 3, and when the "Regenerate" button is clicked and selected, the screen returns to the input screen shown in Figure 4, the information previously entered is displayed again, and the input information can be corrected. Selecting the "Output report" button regenerates the analysis report.

[0043] When the "Regenerate" button is selected, an input field may be provided on the user input screen of Figure 4 for the user to input feedback information such as evaluation of the report content and requests, and the analysis report may be regenerated based on the feedback information entered in the input field. Correcting input items and regenerating an analysis report based on input of feedback information can improve the accuracy of the analysis report generation.

[0044] 4 may have buttons for specifying how the report content should be arranged, such as "professional" or "easy to understand," and when these buttons are selected, the report content may be rewritten to be more professional or easier to understand. By making the degree of arrangement of the report content adjustable, the report content can be tailored to the user's situation.

[0045] [Sales Correlation Report] The analysis report generation server 1 stores the generated analysis report in the memory unit 12, associates it with sales data of stores within the trade area input from the user terminal 3, uses machine learning to learn the correlation between multiple analysis reports and related sales results, and extracts elements of words (expressions) that contribute to sales from the correlated parts of the description.

[0046] If the generated analysis report contains the extracted words (expressions), the analysis report generation server 1 may include a sales forecast in the analysis report based on the content (degree) and frequency of the words extracted in the analysis report from the accumulated sales results. This allows a sales forecast for a specific product or service in the trade area to be derived from the generated analysis report.

[0047] [Customer characteristics report] In addition, the AI ​​system may be configured to explain customer characteristics based on the analysis report. The analysis report generation server 1 allows businesses with stores within a trade area to associate their store visitor records with analysis reports, and uses machine learning to learn the correlation between multiple analysis reports and related store visitor records, extracting elements of words (expressions) that contribute to increasing the number of store visitors from the correlated parts of the description.

[0048] If the generated analysis report contains the extracted words (expressions), the analysis report generation server 1 may include in the analysis report a prediction of the number of visitors based on the content (degree) and frequency of the words extracted in the analysis report from the accumulated actual number of visitors. This makes it possible to derive a prediction of the number of visitors to stores in the trade area from the generated analysis report.

[0049] In addition, the data groups that the generation AI system 2 will learn include statistical data, facility information, various event information, etc. Statistical data includes, for example, daytime population by age and type, life stage matrix, commercial statistics, economic census, annual income population and number of households, savings, future population, consumer expenditure, cashless purchases, cluster data, number of owned cars, official market value, age of building, floating population, viewer ratings, interests, lifestyle consciousness, purchasing consciousness, brands, media, electricity consumption, and traffic volume.

[0050] Facility information includes, for example, real estate information, large retail stores, supermarkets, shopping centers, convenience stores, drug stores, hospitals / nursing facilities, chain stores, schools, parking lots, public facilities, and stations. In addition, telephone directory data is also included in facility information.

[0051] [Example of application of this system: Figure 5] Next, an application example of this system will be described with reference to Fig. 5. Fig. 5 is a schematic diagram of the configuration of an application example of this system. 5, an application example (application example system) of this system has a statistical data storage unit 21 and a map data storage unit 22 in the storage unit within the user terminal 3, and the user terminal 3 sets basic information such as statistical information in the statistical data storage unit 21 as a prompt for generating an analysis report and outputs it to the analysis report generation server 1. Here, if map data is to be used to generate the prompt, the necessary data is read from the map data storage unit 22.

[0052] In this system, prompt generation, which was previously performed by the analysis report generation server 1, is now performed by the user terminal 3. The above-mentioned processing on the user input screen, additional items, customer characteristic reports, etc. are also realized by the application example system.

[0053] By performing the process on the user terminal 3, processing can be sped up and prompts can be generated using information stored only on the user terminal 3 (for example, store sales information, etc.), which gives users more freedom and allows them to customize the prompts to their needs.

[0054] The prompts generated by the user terminal 3 are for each category (report item), and the prompts for each category are output to the analysis report generation server 1. The analysis report generation server 1 outputs the prompts for each category from the user terminal 3 to the generation AI system 2 to generate text for each category, and further generates a summary of the prompts from the prompts for each category and outputs the summary of the prompts to the generation AI system 2 to generate the summary text.

[0055] The analysis report generation server 1 outputs the text for each category and the summary text acquired from the AI ​​system 2 to the user terminal 3, and the analysis report is created on the user terminal 3. In this system, the analysis report is generated by the analysis report generation server 1, but in the application example system, the analysis report is generated by the user terminal 3. By generating the analysis report by the user terminal 3, the processing speed can be increased.

[0056] In the application example system, prompts are generated on the user terminal 3 using statistical data and map data, and further prompts can be generated by adding unique data held by the user terminal 3, thereby improving the flexibility of prompt generation and making it easier to customize to the user's preferences.

[0057] [Effects of the embodiment] According to this system, the analysis report generation server 1 sets basic information such as the necessary statistical information in a prompt that serves as an instruction for generation to the generation AI system 2, and when user-specified information such as the user's status such as industry type and business model and the terms they want to include in the output results is input, the generation AI system 2 generates an explanatory text for each report item in the analysis report in accordance with the prompt, and then reads the explanatory text for all report items into the generation AI system 2 to generate a summary from the explanatory text, and generates an analysis report consisting of the summary and an explanatory text for each report item.Therefore, accurate explanatory text can be generated based on statistical information and in an easy-to-understand manner according to the user's status and the user's desired output terms, and a summary can be generated from the integrated content of the explanatory text for each report item, thereby generating an analysis report that is reliable, matches the user's status and output preferences, and has overall cohesive content, which has the effect of promoting user understanding.

[0058] According to the application example system, the user terminal 3 sets basic information such as the necessary statistical information in a prompt that serves as a generation instruction to the generation AI system 2, and when user-specified information such as the user's status such as industry and business type and terms that they want to include in the output results is input, the prompt is output to the analysis report generation server 1, and the analysis report generation server 1 causes the generation AI system 2 to generate an explanatory text for each report item in the analysis report in accordance with the prompt, and further reads the explanatory text for all report items into the generation AI system 2 to generate a summary from the explanatory text, and the user terminal 3 generates an analysis report consisting of the summary text and an explanatory text for each report item.Therefore, accurate explanatory text can be generated based on statistical information and in an easy-to-understand manner according to the user's status and the user's desired output terms, and a summary can be generated from the integrated content of the explanatory text for each report item, thereby producing an analysis report that is reliable, matches the user's status and output preferences, and has overall cohesive content, which has the effect of promoting user understanding. [Industrial Applicability]

[0059] The present invention is suitable for an analytical report generation system and program that uses a generation AI to generate explanatory text for each report item in an analytical report based on basic information and user-specified information, and further reads all explanatory text for the report item using the generation AI to generate summaries, thereby generating an analytical report consisting of the summaries and explanatory text for the report items. [Explanation of symbols]

[0060] 1...Analysis report generation server, 2...Generation AI system, 3...User terminal, 4...Network, 11...Control unit, 12...Storage unit, 13...Interface unit, 21...Statistical data storage unit, 22...Map data storage unit

Claims

1. An analysis report generation system including an analysis report generation server that causes a generation AI system to generate an analysis report, The analysis report generation server Maintaining basic information for prompts for the generating AI system; inputting user-specified information from a user terminal, and integrating the basic information and the user-specified information to complete a prompt; An analysis report generation system characterized by having the generation AI system generate an explanatory text for each report item in the analysis report in accordance with the completed prompt, having it read all of the explanatory text for the report items to generate a summary, and providing an analysis report that integrates the explanatory text for the report items and the summary to the user terminal.

2. The analysis report generation system described in claim 1, characterized in that the analysis report generation server stores generation procedures and input data as basic information for prompts, and the user's industry, business type and position, terms to be included in the output results, and length of the sentences to be output can be input as user-specified information from a user input screen displayed on the user terminal.

3. the analysis report generation server provides a button on a display screen of the analysis report for regenerating the analysis report; The analysis report generation system described in claim 2, characterized in that when the button is selected, the user input screen is output to the user terminal while displaying the user-specified information entered at the time of generation, and the analysis report is regenerated with the user-specified information being modifiable.

4. The analysis report generation system according to claim 3, characterized in that the analysis report generation server provides an input field for user feedback information on a user input screen that is displayed after selecting a button to regenerate the analysis report, and regenerates the analysis report based on the input feedback information.

5. An analysis report generation system including an analysis report generation server that causes a generation AI system to generate an analysis report, A user terminal connected to the analysis report generation server includes: Maintaining basic information for prompts for the generating AI system; inputting user-specified information, integrating the basic information and the user-specified information to complete a prompt, and outputting the prompt to the analysis report generating server; The analysis report generation server The generation AI system generates an explanatory text for each report item of the analysis report according to the completed prompt, reads all the explanatory texts of the report items, generates a summary text, and outputs the explanatory texts of the report items and the summary text to the user terminal; The analysis report generating system is characterized in that the user terminal generates an analysis report that integrates the explanation of the report item and the summary.

6. The analysis report generation system described in claim 5, characterized in that the user terminal holds the generation procedure and input data as basic information for the prompt, and the user's industry, business type and position, terms to be included in the output results, and length of the sentence to be output can be input as user-specified information from a user input screen displayed on the user terminal.

7. A processing program that operates on an analysis report generation server that causes a generation AI system to generate an analysis report, The analysis report generating server, Maintaining basic information for prompts for the generating AI system; inputting user-specified information from a user terminal, and integrating the basic information and the user-specified information to complete a prompt; A program that causes the generation AI system to generate an explanatory text for each report item in the analysis report in accordance with the completed prompt, read all the explanatory text for the report items to generate a summary, and provide an analysis report that integrates the explanatory text for the report items and the summary to the user terminal.

8. The program described in claim 7, characterized in that the analysis report generation server is configured to store generation procedures and input data as basic information for prompts, and to function so that the user's industry, business type and position, terms to be included in the output results, and length of the sentences to be output can be input as user-specified information from a user input screen displayed on the user terminal.

9. The program of claim 8, characterized in that the analysis report generation server is provided on a display screen of the analysis report, and when a button to regenerate the analysis report is selected, the analysis report generation server outputs the user input screen to the user terminal while displaying the user-specified information entered at the time of generation, and regenerates the analysis report with the user-specified information modifiable.

10. The program of claim 9, characterized in that the analysis report generation server is provided on a user input screen that is displayed after selecting a button to regenerate the analysis report, and is configured to regenerate the analysis report based on feedback information entered in a user feedback information input field.

11. A processing program that operates on an analysis report generation server that causes a generation AI system to generate an analysis report, The analysis report generating server, inputting a completed prompt from a user terminal by integrating basic information of the prompt and user-specified information for the generating AI system; A program characterized by causing the generation AI system to generate an explanatory text for each report item in the analysis report in accordance with the completed prompt, read all of the explanatory text for the report items to generate a summary text, and output the explanatory text for the report items and the summary text to the user terminal so that an analysis report integrating the explanatory text for the report items and the summary text is generated on the user terminal.

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