TWI713877B - Regulatory compliance processing device for auditing - Google Patents

Regulatory compliance processing device for auditing Download PDF

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TWI713877B
TWI713877B TW107128651A TW107128651A TWI713877B TW I713877 B TWI713877 B TW I713877B TW 107128651 A TW107128651 A TW 107128651A TW 107128651 A TW107128651 A TW 107128651A TW I713877 B TWI713877 B TW I713877B
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module
data
audit
negative
background
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TW202009735A (en
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林美玲
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金腦數位股份有限公司
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A regulatory compliance processing device for auditing includes a beneficial owner determining module, an enterprise background auditing module, a negative-news processing module, and a database module. The beneficial owner determining module is used to produce an shareholding structure for finding a suspected beneficial owner via a shareholding ratio. The enterprise background auditing module is used to search and audit related enterprise background data to verify the honesty and authenticity of the enterprise background data to construct an enterprise background resume, and employ an audit criterion set to determine whether there exist an abnormal result. The negative-news processing module is used to setup keywords and negative factors to automatically search negative news from data sources and compare with the enterprise background data for writing them into a business report. The database module comprises a retrieve module and a storage module used to capture a plurality of data, wherein the enterprise background resume and the business report are stored in the storage module as an enterprise account.

Description

利於稽核之合規處理裝置Compliance processing device that facilitates auditing

本發明有關於一種合規處理裝置,更詳而言之,其為一種搜尋及檢驗企業之公開資料並找出實質受益人,以利於稽查之合規性資料處理裝置。 The present invention relates to a compliance processing device. In more detail, it is a compliance data processing device that searches for and inspects the public data of an enterprise and finds the actual beneficiaries to facilitate the audit.

現今的市場經濟中,經濟提升有賴於金融市場的活絡。金融市場為實現貨幣借貸和資金融通、辦理各種票據和有價證券交易活動的市場。在金融市場中,大量的交易往來如同錯縱複雜的網路,也產生大量的借貸關係。 In today's market economy, economic improvement depends on the flexibility of the financial market. The financial market is a market for realizing currency lending and financing, and handling various bills and securities trading activities. In the financial market, a large number of transactions are like a complicated network, which also generates a large number of borrowing and lending relationships.

銀行因未能遵循法律法規、監管要求、規則、自律性組織制定的有關準則、或已經適用於銀行自身業務活動的行為準則,可能遭受法律制裁或監管處罰,這類準則廣稱為合規性,而若不能有效進行合規性資料的稽核,將進一步造成洗錢行動等金融性犯罪。銀行為避免合規風險,應廣泛收集企業之背景資料,包括企業公司之實質控制人、其負面新聞,以及其他企業相關背景資料。 Banks may be subject to legal sanctions or regulatory penalties for failing to comply with laws, regulations, regulatory requirements, rules, relevant guidelines established by self-regulatory organizations, or codes of conduct that have been applied to the bank’s own business activities. Such guidelines are widely referred to as compliance , And if the compliance information cannot be audited effectively, it will further cause financial crimes such as money laundering operations. In order to avoid compliance risks, banks should extensively collect background information about the company, including the actual controller of the company, its negative news, and other company-related background information.

借貸者(自然人或法人)可能透過其下層層交錯的子孫公司其中一資料來混淆貸款方,例如以子公司向母公司借款,或進行洗錢行動。其中交錯持股的終端受益人可能藉混淆資料申請借貸,此終端受益人稱為實質受益人,所謂「實質受益人」,指對客戶具最終所有權或控制權之自然人,持有法人股份或資本超過百分之二十五,或透過其他方式對法人行使控制權之自然人。進一步而言,在某些情況下,因帳務會處理轉為多家基金會持多家法人,使得個人持有股權不高,雖持有法人股份或資本未超過百分之二十五,但仍具有較高之持股比例者,亦為終端之實質受益人,可稱為「擬似實質受益人」。 The borrower (natural or legal person) may confuse the lender through one of the interleaved descendant company information, such as borrowing money from the parent company through a subsidiary or conducting money laundering operations. Among them, terminal beneficiaries of staggered shareholding may apply for borrowing through confusing information. This terminal beneficiary is called a substantial beneficiary. The so-called "substantial beneficiary" refers to a natural person who has ultimate ownership or control over the client and holds legal person shares or more than 25%, or natural persons exercising control over legal persons through other means. Furthermore, in some cases, due to accounting will be processed by multiple foundations to hold multiple legal persons, so that individual holdings are not high, although the shares or capital of legal persons does not exceed 25%, However, those who still have a relatively high shareholding ratio are also the actual beneficiaries of the terminal, which can be called "proposed material beneficiaries".

一般而言,借款人不會主動或正確地揭露其為實質受益人,為了找出實質受益人,貸款方(或者銀行)需花許多時間及人力,先從一企業找出股權分佈,再從其擁有股權之企業找出下一層企業,並且找出不同企業與股東間之關聯性以計算持股比例,法人股權結構複雜且交叉持股,這使習知以人力進行的稽核方式難以有效進行稽核。 Generally speaking, the borrower will not actively or correctly disclose that it is the actual beneficiary. In order to find the actual beneficiary, the lender (or bank) needs to spend a lot of time and manpower to find out the equity distribution from a company, and then from The company that owns shares finds the next level of company, and finds out the relationship between different companies and shareholders to calculate the shareholding ratio. The corporate shareholding structure is complicated and cross-shareholding, which makes it difficult for the conventional audit method to be carried out by manpower. Audit.

稽核者在稽核過程中需了解借貸者之負面資訊以評估風險,然而這類資訊往往是貸款者較不願提供之資訊,因此習知稽核方式無法讓稽核者快速找出貸款者之負面消息並進行風險分析。 During the audit process, the auditor needs to understand the negative information of the borrower to assess the risk. However, this type of information is often the information that the lender is less willing to provide. Therefore, the conventional audit method cannot allow the auditor to quickly find the negative information of the lender and Conduct risk analysis.

此外,目前並無有效的裝置可供銀行端使用,針對合規性資料進行搜尋、整理、比對資料、企業歸戶、可隨時更新,並可用以稽核。 In addition, there are currently no effective devices available for banks to search, sort, compare, and re-register compliance data, which can be updated at any time, and can be used for auditing.

有鑑於上述習知的問題,本發明之目的在於提供一種利於稽核之合規處理裝置,針對如實質受益人、企業背景、負面新聞等合規性資料進行擷取、整理、更新並進行稽核作業。 In view of the above-mentioned conventional problems, the purpose of the present invention is to provide a compliance processing device that is conducive to auditing, which captures, organizes, updates, and conducts audit operations for compliance data such as substantial beneficiaries, corporate background, and negative news. .

為達上述目的,本發明提供一種利於稽核之合規優化裝置,包含一伺服器,伺服器包含一實質受益人判定模組、一企業背景稽核模組、一負面新聞處理模組,以及一資料庫模組。實質受益人判定模組,用以產生一持股結構圖並透過持股比例比對出一擬似實質受益人。企業背景稽核模組,耦合實質受益人判定模組,用以搜尋稽核相關之多個企業背景資料、驗證該多個企業背景資料之誠實性及真實性並建立一企業背景履歷表,且透過所設定之一稽核標準判別是否稽核正常。負面新聞處理模組,耦合企業背景稽核模組,用以設定多個關鍵字及多個負面因子以自動從多個資料來源搜尋多個負面新聞並比對多個企業背景資料來寫入一商情報告書。資料庫模組,耦合實質受益人判定模組、企業背景稽核模組及負面新聞處理模組,包含一擷取模組以及一儲存模 組,其中擷取模組耦合儲存模組,用以擷取多個資料並儲存於儲存模組,且其中企業背景履歷表及商情報告書以企業歸戶方式儲存於儲存模組。 To achieve the above objective, the present invention provides an audit-friendly compliance optimization device, which includes a server. The server includes a substantive beneficiary determination module, a corporate background audit module, a negative news processing module, and a data Library module. The substantive beneficiary determination module is used to generate a shareholding structure diagram and compare a proposed substantive beneficiary through the ratio of shareholding. The corporate background audit module, coupled with the substantive beneficiary determination module, is used to search for multiple corporate background data related to the audit, verify the honesty and authenticity of the multiple corporate background data, and create a corporate background resume. Set an audit standard to determine whether the audit is normal. Negative news processing module, coupled with corporate background audit module, used to set multiple keywords and multiple negative factors to automatically search multiple negative news from multiple data sources and compare multiple corporate background data to write a business situation report. Database module, coupled with substantive beneficiary determination module, corporate background audit module, and negative news processing module, including an acquisition module and a storage module Group, in which the capture module is coupled to the storage module to capture multiple data and store them in the storage module, and the enterprise background resume and business report are stored in the storage module in the form of enterprise home ownership.

為達上述所有目的,資料庫模組更包含一切割分類模組、一標準化模組以及一翻譯模組。切割分類模組耦合擷取模組,依據字串將多個資料切割分類,以生成多個欄位資料。標準化模組耦合切割分類模組,用以標準化多個欄位資料。翻譯模組耦合標準化模組及儲存模組,對標準化後的多個欄位資料進行翻譯,使多個欄位資料具有多種語言輸入,並將已處理之多個欄位資料儲存於儲存模組。 In order to achieve all the above-mentioned purposes, the database module further includes a cutting and classification module, a standardization module, and a translation module. The cutting and classification module is coupled with the capture module to cut and classify multiple data according to the string to generate multiple field data. The standardization module is coupled with the cutting and classification module to standardize data in multiple fields. The translation module is coupled with the standardized module and the storage module to translate the standardized data in multiple fields, so that the data in multiple fields can be input in multiple languages, and the processed multiple field data is stored in the storage module .

為達上述所有目的,其中擷取模組具有一光學字符識別模組,用以識別以圖形格式呈現之多個資料。 In order to achieve all the above-mentioned purposes, the capture module has an optical character recognition module for recognizing multiple data presented in a graphic format.

為達上述所有目的,其中實質受益人判定模組包含一持股運算模組及一第一比對模組。持股運算模組,依據多個資料或已處理之多個欄位資料,以持股比例運算產生持股結構圖。第一比對模組,耦合持股運算模組,依據持股結構圖比對出擬似實質受益人。 In order to achieve all the above objectives, the substantial beneficiary determination module includes a shareholding calculation module and a first comparison module. The shareholding calculation module, based on multiple data or processed multiple field data, calculates the shareholding ratio to generate a shareholding structure diagram. The first comparison module, coupled with the shareholding calculation module, compares the proposed substantial beneficiaries based on the shareholding structure diagram.

為達上述所有目的,其中持股結構圖中所關聯之企業包含母子孫至少三層之企業或境外企業,且其中擬似實質受益人為持有法人股份或資本超過一預設之比例或為持股比例最高者。 In order to achieve all of the above purposes, the affiliated companies in the shareholding structure diagram include at least three levels of parent and grandchildren companies or foreign companies, and the proposed substantial beneficiaries are legal person shares or capital exceeding a preset ratio or shareholding The highest proportion.

為達上述所有目的,其中母子孫至少三層之企業其董監事出現兩次以上為擬似關係人。 In order to achieve all the above-mentioned purposes, an enterprise with at least three tiers of mother-child-grandchildren whose directors and supervisors appear more than two times is a pseudo-related person.

為達上述所有目的,其中企業背景稽核模組包含一延伸搜尋模組、一驗證模組以及一稽核模組。延伸搜尋模組,用以搜尋稽核相關之該多個企業背景資料。驗證模組,耦合該延伸搜尋模組,用以驗證該多個企業背景資料之誠實性及真實性並建立該企業背景履歷表。稽核模組,耦合該驗證模組,透過所設定之該稽核標準判別是否稽核正常。 In order to achieve all the above objectives, the corporate background audit module includes an extended search module, a verification module, and an audit module. The extended search module is used to search for the background information of the multiple enterprises related to the audit. The verification module is coupled with the extended search module to verify the honesty and authenticity of the background data of the multiple enterprises and establish the background resume of the enterprise. The audit module is coupled with the authentication module, and judges whether the audit is normal according to the set audit standard.

為達上述所有目的,其中多個企業背景資料包含法規有規定的特殊行業且有公開資料供搜尋以佐證身分並進行稽核。 In order to achieve all of the above-mentioned purposes, many of the company's background information includes special industries stipulated by laws and regulations, and there are publicly available information for searching for identification and auditing.

為達上述所有目的,其中負面新聞處理模組包含一智能模組、一打標模組以及一負面新聞模組。智能模組,用以提供多個關鍵字、多個負面因子及設定多個關鍵字與多個負面因子之權重以自動從多個資料來源搜尋稽核相關企業之多個負面新聞。打標模組耦合智能模組,將多個資料依據多個關鍵字及多個負面因子標記輸出。負面新聞模組耦合打標模組,依據多個負面因子及多個負面因子之權重計算一負面評分並比對多個企業背景資料以寫入商情報告書及判別一異常名單。 In order to achieve all the above-mentioned purposes, the negative news processing module includes an intelligent module, a marking module and a negative news module. The smart module is used to provide multiple keywords, multiple negative factors, and set the weights of multiple keywords and multiple negative factors to automatically search and audit multiple negative news of relevant companies from multiple data sources. The marking module is coupled to the smart module, and outputs multiple data according to multiple keywords and multiple negative factors. The negative news module is coupled with the marking module to calculate a negative score based on multiple negative factors and the weight of multiple negative factors and compare multiple corporate background data to write a business report and identify an abnormal list.

為達上述所有目的,其中智能模組藉更新之多個負面因子以及更新之多個負面因子之權重來更新該商情報告書及該異常名單。 In order to achieve all the above objectives, the smart module updates the business report and the abnormal list by the updated multiple negative factors and the weight of the updated multiple negative factors.

相較於先前習知技術,根據本發明之利於稽核之合規處理裝置,除了較傳統使用人力方式來收集或整理合規性資料更有效率外,更具有可快速找出負面新聞等企業背景整合為合規資料,進行企業歸戶,並可即時進行稽核等功能。 Compared with the prior art, the compliance processing device that facilitates auditing according to the present invention is not only more efficient than traditional manual methods to collect or organize compliance data, but also has a corporate background that can quickly find negative news. Integrate into compliance data, perform enterprise return, and perform real-time audits and other functions.

100:伺服器 100: server

110:實質受益人判定模組 110: Substantive beneficiary determination module

114:持股運算模組 114: Shareholding calculation module

116:第一比對模組 116: The first comparison module

120:企業背景稽核模組 120: Enterprise background audit module

122:延伸搜尋模組 122: Extended Search Module

124:驗證模組 124: Verification Module

126:稽核模組 126: Audit Module

130:負面新聞處理模組 130: Negative News Processing Module

134:打標模組 134: marking module

136:智能模組 136: Smart Module

138:負面新聞模組 138: Negative News Module

200:資料庫模組 200: database module

202:擷取模組 202: Capture module

204:切割分類模組 204: Cutting classification module

206:標準化模組 206: Standardized Module

208:翻譯模組 208: Translation Module

210:儲存模組 210: storage module

600:擬似實質受益人 600: Proposed substantial beneficiary

800:異常名單 800: exception list

900:公開資料 900: public information

圖1為根據本發明之一實施例說明利於稽核之合規處理裝置之系統方塊圖。 FIG. 1 is a system block diagram illustrating a compliance processing device facilitating audit according to an embodiment of the present invention.

圖2為根據本發明之一實施例說明資料庫模組之系統方塊圖。 FIG. 2 is a system block diagram illustrating a database module according to an embodiment of the invention.

圖3為根據本發明之一實施例說明實質受益人判定模組之系統方塊圖。 FIG. 3 is a system block diagram illustrating the essential beneficiary determination module according to an embodiment of the present invention.

圖4為根據本發明之一實施例說明企業背景稽核模組之系統方塊圖。 4 is a system block diagram illustrating a corporate background audit module according to an embodiment of the present invention.

圖5為根據本發明之一實施例說明負面新聞處理模組之系統方塊圖。 FIG. 5 is a system block diagram illustrating a negative news processing module according to an embodiment of the present invention.

圖1為根據本發明之一實施例說明利於稽核之合規處理裝置之系統方塊圖。參閱圖1所示,在此實施例中,合規處理裝置包含一伺服器100。伺服器100包含一實質受益人判定模組110、一企業背景稽核模組120、一負面新聞處理模組130及一資料庫模組200。合規處理裝置之使用者先取得所欲進行歸戶或稽核之企業統編,資料庫模組200即可藉由此統編搜尋公開資料,包含工商登記之資料,例如公司狀況、公司行業別、發票申報狀況,法人或董監事持股比例。接著實質受益人判定模組110產生一持股結構圖並透過持股比例比對出一擬似實質受益人。企業背景稽核模組120,耦合實質受益人判定模組,將擬似實質受益人資料及其他企業背景相關資料進行比對並彙整建立一企業背景履歷表以設定稽核標準進行稽核。 FIG. 1 is a system block diagram illustrating a compliance processing device facilitating audit according to an embodiment of the present invention. Referring to FIG. 1, in this embodiment, the compliance processing device includes a server 100. The server 100 includes a substantial beneficiary determination module 110, a corporate background audit module 120, a negative news processing module 130, and a database module 200. The user of the compliance processing device first obtains the corporate catalog that he wants to return to or audit, and the database module 200 can use this to search for public information, including business registration information, such as company status, company industry category , Invoice declaration status, and the shareholding ratio of legal persons or directors and supervisors. Then the substantive beneficiary determination module 110 generates a shareholding structure diagram and compares a proposed substantive beneficiary through the ratio of shareholding. The corporate background audit module 120, coupled with the substantive beneficiary determination module, compares the proposed substantive beneficiary data with other corporate background-related data and aggregates and builds a corporate background resume to set audit standards for auditing.

負面新聞處理模組130耦合企業背景稽核模組120,用以設定多個關鍵字及多個負面因子以自動從多個資料來源搜尋多個負面新聞並比對多個企業背景資料來寫入一商情報告書。負面新聞處理模組130搜尋所有擬似實質受益人之負面新聞,運算權重得出分數並作出分類(例如以紅黃燈標示情節輕重),比對企業背景稽核模組120所搜尋稽核相關之企業背景資料,最後寫入商情報告書。資料庫模組200耦合實質受益人判定模組110、企業背景稽核模組120及負面新聞處理模組130。資料庫模組包含一擷取模組以及一儲存模組,其中擷取模組耦合儲存模組,用以擷取多個資料並儲存於儲存模組。最後,做為合規性資料之企業背景履歷表及該商情報告書以企業歸戶方式儲存於此儲存模組。 The negative news processing module 130 is coupled with the corporate background audit module 120 to set multiple keywords and multiple negative factors to automatically search multiple negative news from multiple data sources and compare multiple corporate background data to write one Business report. The negative news processing module 130 searches for all the negative news that is likely to be a substantial beneficiary, calculates weights to obtain scores and classifies them (for example, with red and yellow lights indicating the severity of the plot), and compares the background of the company searched and audited by the company background audit module 120 The information is finally written into the business report. The database module 200 is coupled with the substantial beneficiary determination module 110, the corporate background audit module 120, and the negative news processing module 130. The database module includes an acquisition module and a storage module. The acquisition module is coupled to the storage module and is used to acquire a plurality of data and store them in the storage module. Finally, the corporate background resume and the business report as the compliance data are stored in this storage module in the form of corporate registration.

圖2為根據本發明之一實施例說明資料庫模組之系統方塊圖。參閱圖2所示,在此實施例中,資料庫模組200包含一擷取模組202以及一儲存模組210,其中擷取模組202耦合儲存模組210,擷取模組202用以擷取多個資料並儲存於儲存模組210。資料庫模組200可在使用者輸入企業統編後,由擷取模組 202擷取所需之公開資料900,並儲存於儲存模組210,以供實質受益人判定模組110進行比對。可替代地,資料庫模組200可單獨為一資料合規的處理裝置,適於自外部收集相關商業、產業、法律訴訟等重大訊息,並可將該些訊息彙整後提出一準確、完整、及時的訊息資訊。 FIG. 2 is a system block diagram illustrating a database module according to an embodiment of the invention. Referring to FIG. 2, in this embodiment, the database module 200 includes an acquisition module 202 and a storage module 210, wherein the acquisition module 202 is coupled to the storage module 210, and the acquisition module 202 is used for A plurality of data are captured and stored in the storage module 210. The database module 200 can be retrieved by the user after the user enters the corporate organization 202 retrieves the required public data 900 and stores it in the storage module 210 for comparison by the substantial beneficiary determination module 110. Alternatively, the database module 200 can be a separate data-compliant processing device, suitable for externally collecting relevant business, industry, legal litigation and other important information, and can summarize these information and present an accurate, complete, Timely information.

在此實施例中,資料庫模組200更包含一切割分類模組204、一標準化模組206以及一翻譯模組208。切割分類模組204耦合擷取模組202,依據字串將多個資料切割分類,以生成多個欄位資料。標準化模組206耦合切割分類模組204,用以標準化多個欄位資料。翻譯模組208耦合標準化模組206及儲存模組210,對標準化後的多個欄位資料進行翻譯,使多個欄位資料具有多種語言輸入,並將已處理之多個欄位資料儲存於儲存模組210。舉例而言,擷取模組202先擷取165萬筆工商資料、30萬筆國貿局資料以及88萬筆黃頁資料,將所有資料切割分類並填入不同類別欄位以進行標準化最後進行翻譯,以完成企業歸戶與建檔。應注意的是,擷取模組202在擷取公開資料900時可包含網路爬蟲中辨識碼識別的各種演算法,自動快速、且具有可更新性地擷取公開資料900之所有企業資訊。 In this embodiment, the database module 200 further includes a cutting and classification module 204, a standardization module 206, and a translation module 208. The cutting and classification module 204 is coupled to the capturing module 202, and cuts and classifies a plurality of data according to the string to generate a plurality of field data. The standardization module 206 is coupled to the cutting classification module 204 for standardizing multiple field data. The translation module 208 is coupled with the standardization module 206 and the storage module 210 to translate the standardized field data, so that the field data can be input in multiple languages, and the processed field data is stored in Storage module 210. For example, the capture module 202 first captures 1.65 million industrial and commercial data, 300,000 international trade bureau data, and 880,000 yellow page data, cuts all the data into categories and fills in different categories for standardization and finally translation. In order to complete the business registration and filing. It should be noted that when the retrieval module 202 retrieves the public data 900, various algorithms identified by the identification codes in the web crawler can be included to retrieve all the corporate information of the public data 900 automatically, quickly and with renewability.

在一實施例中,擷取模組202可用以擷取企業資料,其中擷取模組202具有一光學字符識別模組(Optical Character Recognition,OCR),用以識別以圖形格式呈現之企業資料。換言之,不論從公開資料900,或使用者提供之統編資料或401申報單,擷取模組202皆能實質上讀取此些資料之資訊。 In one embodiment, the capture module 202 can be used to capture corporate data, wherein the capture module 202 has an optical character recognition (OCR) module for recognizing corporate data presented in a graphic format. In other words, no matter from the public data 900, the compiled data provided by the user or the 401 declaration form, the retrieval module 202 can actually read the information of such data.

圖3為根據本發明之一實施例說明實質受益人判定模組之系統方塊圖。參閱圖3所示,在此實施例中,實質受益人判定模組110包含一持股運算模組114以及一第一比對模組116。透過資料庫模組200的擷取模組202所擷取之公開資料900或資料庫模組200已進行標準化之欄位資料,持股運算模組114,從企業董監事或法人持股資料中依據持股比例運算產生一產生該持股結構圖,舉 例而言,產生三層32家關聯企業及境外公司之持股結構圖,且每層皆具有企業董監事持股比例。應注意者,在此之關聯企業及境外公司之持股結構圖並不限於三層,企業清單之計算層數應視持股運算模組114所設定之運算方式而訂,舉例而言,使用者可設定層數計算至所有持股比例皆導向自然人持股時停止、設定直到取得擬似實質受益人600為止,或直接設定所需計算的層數為止。故通常而言,所搜尋之層數至少三層,且最後一層為自然人持股。第一比對模組116耦合持股運算模組114,依據上述交叉持股企業清單比對出擬似實質受益人600。 FIG. 3 is a system block diagram illustrating the essential beneficiary determination module according to an embodiment of the present invention. Referring to FIG. 3, in this embodiment, the substantial beneficiary determination module 110 includes a shareholding calculation module 114 and a first comparison module 116. The public data 900 captured by the capturing module 202 of the database module 200 or the standardized field data of the database module 200, the shareholding calculation module 114, from the shareholding data of corporate directors and supervisors or legal persons According to the calculation of the shareholding ratio to generate a shareholding structure diagram, such as For example, three levels of 32 affiliated companies and overseas companies’ shareholding structure diagrams are generated, and each level has the shareholding ratio of the company’s directors and supervisors. It should be noted that the shareholding structure diagram of affiliated companies and overseas companies here is not limited to three levels. The calculation levels of the company list should be determined by the calculation method set by the shareholding calculation module 114. For example, use You can set the number of levels to be calculated until all the shareholding ratios are directed to natural persons to hold shares, set until the approximate substantial beneficiary 600 is obtained, or directly set the number of levels to be calculated. Therefore, generally speaking, the number of layers searched is at least three, and the last layer is held by natural persons. The first comparison module 116 is coupled with the shareholding calculation module 114, and compares the proposed substantial beneficiary 600 according to the above-mentioned cross-shareholding company list.

在一實施例中,持股結構圖中之企業包含母子孫至少三層之企業,且其中擬似實質受益人600為持有法人股份或資本超過一預設之比例或為持股比例最高者。在此實施例中,使用者可自行設定擬似實質受益人600之標準,舉例而言,以直接或間接持有股權累計最高者之法人做為擬似實質受益人600,則擬似實質受益人600將為一自然人,設定直接或間接持有股權超過百分之十五,則擬似實質受益人600將可能為多個自然人。但不限於此,使用者亦可設定多種運算規則來找出終端受益之擬似實質受益人600。在一實施例中,可設定在持股結構圖中母子孫至少三層之企業其董監事出現兩次以上為擬似關係人。擬似實質受益人及擬似關係人將做為考慮企業實質控制人之合規性資料送至企業背景稽核模組。 In one embodiment, the companies in the shareholding structure diagram include companies with at least three levels of parent and grandchildren, and the proposed substantial beneficiary 600 is the one holding legal person shares or capital exceeding a preset ratio or having the highest shareholding ratio. In this embodiment, the user can set the standard of the pseudo-substantive beneficiary 600 by himself. For example, if the legal person that directly or indirectly holds the highest cumulative equity is the pseudo-substantive beneficiary 600, the pseudo-substantial beneficiary 600 will If it is a natural person and it is assumed that the direct or indirect shareholding exceeds 15%, the proposed substantial beneficiary 600 may be multiple natural persons. However, it is not limited to this, and the user can also set a variety of calculation rules to find the pseudo-substantial beneficiaries 600 benefiting from the terminal. In one embodiment, it may be set as a pseudo-related person whose directors and supervisors appear more than two times in an enterprise with at least three levels of parent and grandchildren in the shareholding structure diagram. The intended substantial beneficiaries and the intended related parties will send the compliance information as the substantial controller of the enterprise to the enterprise background audit module.

圖4為根據本發明之一實施例說明企業背景稽核模組之系統方塊圖。參閱圖4所示,在一實施例中,企業背景稽核模組120包含一延伸搜尋模組122、一驗證模組124以及一稽核模組126。延伸搜尋模組122,用以搜尋稽核相關之多個企業背景資料,企業背景資料包含法規有規定的特殊行業且有公開資料供搜尋以佐證身分並進行稽核。舉例而言,搜尋擬似實質受益人及擬似關係人之企業背景資料例如搜尋上述關係人或企業是否有宗教團體之背景,是 否從事醫師、律師或會計師之職業,這些背景或職業在法規上有規定必須提供一定的公開資料(例如身分、職業登記號等等),但不限於此,更包括近期發票申報紀錄、法院支付命令、美國相關企業資料等等。驗證模組124,耦合延伸搜尋模組122,用以驗證多個企業背景資料之誠實性及真實性,舉例而言,以公開資料擷取之發票申報紀錄比對企業所提供之發票申報。最後,將上述所有相關合規資料整理成企業背景履歷表。稽核模組126,耦合驗證模組124,透過所設定之一稽核標準判別是否稽核正常,舉例而言,使用法院支付命令做為稽核標準。若稽核不正常,則提出異常警示,提醒使用者,又例如檢驗美國企業資料的違規紀錄作為稽核標準。 4 is a system block diagram illustrating a corporate background audit module according to an embodiment of the present invention. Referring to FIG. 4, in one embodiment, the enterprise background audit module 120 includes an extended search module 122, a verification module 124, and an audit module 126. The extended search module 122 is used to search for multiple corporate background data related to the audit. The corporate background data includes special industries regulated by laws and regulations and has public information for searching to support identity and conduct audits. For example, searching for the background information of the companies that are likely to be substantial beneficiaries and suspected related parties, such as searching whether the above-mentioned related parties or companies have religious backgrounds, yes Whether they are engaged in the professions of physicians, lawyers or accountants, these backgrounds or professions require certain public information (such as identity, professional registration number, etc.) to be provided in laws and regulations, but not limited to this, but also include recent invoice declaration records and court payments Orders, US-related company information, etc. The verification module 124, coupled with the extended search module 122, is used to verify the honesty and authenticity of the background information of multiple companies. For example, the invoice declaration record retrieved from public data is compared with the invoice declaration provided by the company. Finally, collate all the above-mentioned relevant compliance materials into a corporate background resume. The audit module 126, coupled with the verification module 124, judges whether the audit is normal through a set of audit standards, for example, using court payment orders as the audit standards. If the audit is not normal, an abnormal warning will be raised to remind the user. Another example is to check the violation records of US corporate data as the audit standard.

圖5為根據本發明之一實施例說明負面新聞處理模組之系統方塊圖。參閱圖5所示,在此實施例中,負面新聞處理模組130包含一智能模組136、一打標模組134以及一負面新聞模組138。智能模組136用以提供多個關鍵字、多個負面因子及設定多個關鍵字與多個負面因子之權重以自動從多個資料來源搜尋稽核相關企業之多個負面新聞。進一步而言,關鍵字可包括企業名稱、企業負責人名稱,或負面關鍵字例如不法、假交易、超貸、小三等等。負面因子可包括法院訴訟、公家投標拒絕投標黑名單、上市櫃重大訊息、負面新聞、積欠員工薪資、制裁名單等。而智能模組136將可針對上述多個關鍵字及多個負面因子設定權重。資料來源可包括工商登記資料、公開資訊觀測站(如重大訊息)、司法院(如司法最新動態、家事事件公告)、法務部(如通緝犯系統查詢)等等。在另一實施例中,智能模組136接著自動比對多個企業背景資料與多個負面新聞是否吻合,舉例而言,利用企業背景資料中的關係人職業背景來確認與此職業相關之負面新聞無誤。又或者企業背景資料中的工商登記資料中企業名稱有更名紀錄,智能模組136判定比對失誤,重新搜尋更名後企業名稱之負面新聞。 FIG. 5 is a system block diagram illustrating a negative news processing module according to an embodiment of the present invention. Referring to FIG. 5, in this embodiment, the negative news processing module 130 includes an intelligent module 136, a marking module 134, and a negative news module 138. The smart module 136 is used to provide multiple keywords, multiple negative factors, and set weights of multiple keywords and multiple negative factors to automatically search and audit multiple negative news of relevant companies from multiple data sources. Further, the keywords may include the name of the company, the name of the person in charge of the company, or negative keywords such as illegal, fake transaction, over-loan, small third, etc. Negative factors may include court litigation, public bid rejection blacklist, major news on the listing counter, negative news, owed employee salaries, sanctions lists, etc. The smart module 136 can set the weights for the multiple keywords and multiple negative factors. Data sources can include industrial and commercial registration data, public information observatories (such as important information), the Judicial Yuan (such as judicial updates, announcements of family affairs), the Ministry of Justice (such as the wanted criminal system inquiry), etc. In another embodiment, the smart module 136 then automatically compares whether the background information of multiple companies is consistent with multiple negative news. For example, the professional background of the related person in the background information of the company is used to confirm the negative related to the occupation. The news is correct. Or, if there is a name change record in the business registration data in the background information of the enterprise, the smart module 136 determines that the comparison is incorrect and searches for negative news about the name of the enterprise after the change.

打標模組134耦合智能模組136,將多個資料依據多個關鍵字及多個負面因子標記輸出。應注意的是,此多個資料可透過直接搜尋資料庫模組200已標準化之表單資料或即時透過資料庫模組200之擷取模組202進行搜尋,舉例而言,資料庫模組200之擷取模組202將以多個關鍵字及多個負面因子擷取不同報紙、新聞等媒體中任何包含關鍵字及負面因子之資料,再經由智能模組136設定關鍵字之權重以標記,例如將關鍵字-企業名子及企業負責人設為第一權重對應白底標記、將關鍵字-金錢設定為第二權重以紅底標記、將關鍵字-小三設定為第三權重對應黃底標記。負面新聞模組138耦合打標模組134,依據多個負面因子及多個負面因子之權重計算一負面評分以寫入商情報告書及判別一異常名單800。負面因子及負面因子之權重即為風險及風險等級,舉例而言,設定一負面因子為法院支付命令之筆數超過10筆,權重為60分,風險等級中等(黃燈)。在一實施例中,所有設定之負面因子及其權重可加總作為一負面評分,並根據負面評分之總分判別出異常名單800,另一方面,上述所有資訊皆可由智能模組136設定以寫入商情報告書。 The marking module 134 is coupled to the smart module 136, and outputs multiple data according to multiple keywords and multiple negative factors. It should be noted that the multiple data can be searched directly through the standardized form data of the database module 200 or through the retrieval module 202 of the database module 200. For example, the data of the database module 200 The retrieval module 202 will use multiple keywords and multiple negative factors to retrieve any data containing keywords and negative factors in different newspapers, news and other media, and then use the smart module 136 to set the weight of the keywords to mark, for example Set the keyword-company name and the person in charge of the company as the first weight corresponding to the white background mark, the keyword-money as the second weight and the red background mark, and the keyword-xiaosan as the third weight corresponding to the yellow background mark . The negative news module 138 is coupled with the marking module 134, and calculates a negative score based on multiple negative factors and weights of the multiple negative factors to write into the business report and identify an abnormal list 800. The negative factor and the weight of the negative factor are the risk and risk level. For example, a negative factor is set as the number of court payment orders exceeds 10, the weight is 60 points, and the risk level is medium (yellow light). In one embodiment, all the set negative factors and their weights can be added up as a negative score, and the abnormal list 800 can be identified based on the total score of the negative score. On the other hand, all the above information can be set by the smart module 136. Write the business report.

在一實施例中,智能模組136可學習(training)或訓練(tuning)來提供多個負面因子。舉例而言,稽核人員將新聞中負面因子的種類、筆數、風險性、重要性轉換為相對應的分數,來完成負面因子及權重的設定。經由智能模組136之輔助,可完成正規化之資料並儲存於資料庫模組200以利於快速更新商情報告書及異常名單。在一實施例中,智能模組136藉更新之多個負面因子以及更新之多個負面因子之權重來更新商情報告書及異常名單。舉例而言,設定每日或每周進行更新商情報告書及異常名單並儲存於資料庫模組200中。在另一實施例中,藉由智能模組136,負面新聞模組138可自動串接與比對企業背景稽核模組所搜尋之企業背景資料,以進行負面新聞之過濾、整合,及更 新,最後以企業歸戶方式寫入商情報告書,以降低銀行端遭遇地雷客戶之風險。 In an embodiment, the smart module 136 can be trained or trained to provide multiple negative factors. For example, auditors convert the type, number, risk, and importance of negative factors in news into corresponding scores to complete the setting of negative factors and weights. With the assistance of the smart module 136, normalized data can be completed and stored in the database module 200 to facilitate rapid update of the business report and abnormal list. In one embodiment, the smart module 136 updates the business report and the abnormal list based on the updated multiple negative factors and the weight of the updated multiple negative factors. For example, it is set to update the business report and exception list daily or weekly and store them in the database module 200. In another embodiment, through the smart module 136, the negative news module 138 can automatically concatenate and compare the corporate background data searched by the corporate background audit module to filter, integrate, and update negative news. New, and finally write the business report in the form of enterprise return to reduce the risk of landmine customers on the bank side.

在一實施例中,企業背景履歷表及商情報告書以企業歸戶方式儲存於儲存模組,例如以統編做為歸戶方式,以各企業做為主體更新合規資料。進一步而言,可隨時更新各企業之合規相關資料或稽核紀錄。 In one embodiment, the enterprise background resume and business situation report are stored in the storage module in the way of enterprise return, for example, the unified compilation is used as the return method, and each enterprise is the subject to update the compliance information. Furthermore, the compliance-related data or audit records of each company can be updated at any time.

上述之目的在於解釋,各種特定細節是為了提供對於本發明之徹底理解。熟知本發明領域之通常知識者應可實施本發明,而無需其中某些特定細節。在其他實施例中,習知的結構及裝置並未顯示於方塊圖中。在圖式元件之間可能包含中間結構。所述的元件可能包含額外的輸入和輸出,其並未詳細描繪於附圖中。 The purpose of the above is to explain, and various specific details are to provide a thorough understanding of the present invention. Those who are familiar with the field of the invention should be able to implement the invention without some specific details. In other embodiments, the conventional structure and device are not shown in the block diagram. Intermediate structures may be included between schematic elements. The described elements may include additional inputs and outputs, which are not depicted in detail in the drawings.

100‧‧‧伺服器 100‧‧‧Server

110‧‧‧實質受益人判定模組 110‧‧‧Material Beneficiary Judgment Module

120‧‧‧企業背景稽核模組 120‧‧‧Enterprise background audit module

130‧‧‧負面新聞處理模組 130‧‧‧Negative News Processing Module

200‧‧‧資料庫模組 200‧‧‧Database Module

Claims (9)

一種利於稽核之合規處理裝置,包含一伺服器,該伺服器包含:一實質受益人判定模組,用以產生一持股結構圖並透過持股比例比對出一擬似實質受益人;一企業背景稽核模組,耦合該實質受益人判定模組,用以搜尋稽核相關之多個企業背景資料、驗證該多個企業背景資料之誠實性及真實性並建立一企業背景履歷表,且透過所設定之一稽核標準判別是否稽核正常;一負面新聞處理模組,耦合該企業背景稽核模組,用以設定多個關鍵字及多個負面因子以自動從多個資料來源搜尋多個負面新聞並比對該多個企業背景資料來寫入一商情報告書;以及一資料庫模組,耦合該實質受益人判定模組、該企業背景稽核模組及該負面新聞處理模組,包含一擷取模組以及一儲存模組,其中該擷取模組耦合該儲存模組,用以擷取多個資料並儲存於該儲存模組,且其中該企業背景履歷表及該商情報告書以企業歸戶方式儲存於該儲存模組;其中,該實質受益人判定模組包含:一持股運算模組,依據該多個資料或已處理之該多個欄位資料,以持股比例運算產生該持股結構圖;以及一第一比對模組,耦合該持股運算模組,依據該持股結構圖比對出該擬似實質受益人。 A compliance processing device that facilitates auditing, including a server, the server includes: a substantial beneficiary determination module, used to generate a shareholding structure diagram and compare a pseudo-substantial beneficiary through the ratio of shareholding; The corporate background audit module, coupled with the substantive beneficiary determination module, is used to search for multiple corporate background data related to the audit, verify the honesty and authenticity of the multiple corporate background data, and create a corporate background resume through An audit standard is set to determine whether the audit is normal; a negative news processing module, coupled with the corporate background audit module, is used to set multiple keywords and multiple negative factors to automatically search multiple negative news from multiple data sources And compare the background data of the multiple companies to write a business report; and a database module, coupled with the substantial beneficiary determination module, the corporate background audit module and the negative news processing module, including a capture An acquisition module and a storage module, wherein the acquisition module is coupled to the storage module for acquiring and storing a plurality of data in the storage module, and the business background resume table and the business report are based on the enterprise The account return method is stored in the storage module; wherein, the substantial beneficiary determination module includes: a shareholding calculation module, based on the multiple data or the processed multiple field data, to generate the shareholding ratio The shareholding structure diagram; and a first comparison module, coupled with the shareholding calculation module, to compare the proposed substantial beneficiary based on the shareholding structure diagram. 如申請專利範圍第1項所述之利於稽核之合規處理裝置,其中該資料庫模組更包含:一切割分類模組,耦合該擷取模組,依據字串將該多個資料切割分類,以生成多個欄位資料; 一標準化模組,耦合該切割分類模組,用以標準化該多個欄位資料;以及一翻譯模組,耦合該標準化模組及該儲存模組,對標準化後的該多個欄位資料進行翻譯,使該多個欄位資料具有多種語言輸入,並將已處理之該多個欄位資料儲存於該儲存模組。 As described in the first item of the scope of patent application, the compliance processing device that facilitates auditing, wherein the database module further includes: a cutting and classification module, coupled with the capturing module, and cutting and classifying the multiple data according to the string , To generate multiple field data; A standardization module coupled with the cutting and classification module to standardize the multiple field data; and a translation module coupled with the standardization module and the storage module to perform standardized processing on the multiple field data Translate, enable the multiple field data to have multiple language input, and store the processed multiple field data in the storage module. 如申請專利範圍第1項或第2項所述之利於稽核之合規處理裝置,其中該擷取模組具有一光學字符識別模組,用以識別以圖形格式呈現之該多個資料。 For example, the compliance processing device described in item 1 or item 2 of the scope of patent application, wherein the capture module has an optical character recognition module for identifying the plurality of data presented in a graphic format. 如申請專利範圍第1項所述之利於稽核之合規處理裝置,其中該持股結構圖中所關聯之企業包含母子孫至少三層之企業或境外企業,且其中該擬似實質受益人為持有法人股份或資本超過一預設之比例或為持股比例最高者。 As described in item 1 of the scope of patent application, the compliance processing device that is conducive to auditing, wherein the company related to the shareholding structure diagram includes at least three-tier parent-child-grandchild companies or overseas companies, and the intended substantial beneficiary is the holding The shares or capital of a legal person exceeds a preset ratio or is the one with the highest shareholding ratio. 如申請專利範圍第4項所述之利於稽核之合規處理裝置,其中母子孫至少三層之企業其董監事出現兩次以上為擬似關係人。 For the compliance processing device described in item 4 of the scope of patent application, which is conducive to auditing, an enterprise with at least three layers of mothers and children whose directors and supervisors appear twice or more is a pseudo-related person. 如申請專利範圍第1項所述之利於稽核之合規處理裝置,其中該企業背景稽核模組包含:一延伸搜尋模組,用以搜尋稽核相關之該多個企業背景資料;一驗證模組,耦合該延伸搜尋模組,用以驗證該多個企業背景資料之誠實性及真實性並建立該企業背景履歷表;以及一稽核模組,耦合該驗證模組,透過所設定之該稽核標準判別是否稽核正常。 As described in the first item of the scope of patent application, the audit-friendly compliance processing device, wherein the corporate background audit module includes: an extended search module to search for audit-related background data of the multiple companies; a verification module , Coupled with the extended search module, used to verify the honesty and authenticity of the background data of the multiple enterprises and create the enterprise background resume; and an audit module, coupled with the verification module, through the set of audit standards Determine whether the audit is normal. 如申請專利範圍第6項所述之利於稽核之合規處理裝置,其中該多個企業背景資料包含法規有規定的特殊行業且有公開資料供搜尋以佐證身分並進行稽核。 For example, the compliance processing device described in item 6 of the scope of patent application, in which the background information of the multiple enterprises includes special industries stipulated by laws and regulations, and there are public information for searching for identification and auditing. 如申請專利範圍第6項所述之利於稽核之合規處理裝置,其中該負面新聞處理模組包含:一智能模組,用以提供該多個關鍵字、該多個負面因子及設定該多個關鍵字與該多個負面因子之權重以自動從該多個資料來源搜尋稽核相關企業之該多個負面新聞;一打標模組,耦合該智能模組,將該多個資料依據該多個關鍵字及該多個負面因子標記輸出;以及一負面新聞模組,耦合該打標模組,依據該多個負面因子及該多個負面因子之權重計算一負面評分並比對該多個企業背景資料以寫入該商情報告書及判別一異常名單。 For example, the audit-friendly compliance processing device described in item 6 of the scope of patent application, wherein the negative news processing module includes: a smart module for providing the multiple keywords, the multiple negative factors and setting the multiple The weights of a keyword and the multiple negative factors are automatically searched from the multiple data sources to audit the multiple negative news of related companies; a marking module is coupled to the smart module, and the multiple data is based on the multiple A keyword and the plurality of negative factor mark outputs; and a negative news module, coupled with the marking module, calculate a negative score according to the plurality of negative factors and the weight of the plurality of negative factors, and compare the Enterprise background information is written into the business report and an exception list is identified. 如申請專利範圍第8項所述之利於稽核之合規處理裝置,其中該智能模組藉更新之該多個負面因子以及更新之該多個負面因子之權重來更新該商情報告書及該異常名單。 As described in item 8 of the scope of patent application, the compliance processing device that facilitates audits, wherein the smart module updates the business report and the abnormality by the updated negative factors and the updated weight of the negative factors List.
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