{"id":7825,"date":"2024-10-09T17:51:13","date_gmt":"2024-10-09T17:51:13","guid":{"rendered":"https:\/\/regulx.com\/?p=7825"},"modified":"2024-10-15T07:29:50","modified_gmt":"2024-10-15T07:29:50","slug":"the-ultimate-guide-to-different-types-of-telecom-data-from-oss-to-kyc","status":"publish","type":"post","link":"https:\/\/regulx.com\/fr\/the-ultimate-guide-to-different-types-of-telecom-data-from-oss-to-kyc\/","title":{"rendered":"The Ulti\u00admate Guide to Dif\u00adfer\u00adent Types of Tele\u00adcom Data:  From OSS to KYC"},"content":{"rendered":"<p><span style=\"font-weight: 400; font-size: 14pt;\">In the tele\u00adcom indus\u00adtry, data is gen\u00ader\u00adat\u00aded in mas\u00adsive vol\u00adumes every sec\u00adond, pow\u00ader\u00ading every\u00adthing from voice calls and text mes\u00adsag\u00ading to mobile pay\u00adments and cus\u00adtomer man\u00adage\u00adment sys\u00adtems <span style=\"font-weight: 400;\">con\u00adsti\u00adtut\u00ading<\/span> the back\u00adbone of every deci\u00adsion, strat\u00ade\u00adgy, and ser\u00advice. With a vari\u00adety of data sources rang\u00ading from net\u00adwork per\u00adfor\u00admance to cus\u00adtomer iden\u00adti\u00adty, tele\u00adcom oper\u00ada\u00adtors and reg\u00adu\u00adla\u00adtors have a wealth of infor\u00adma\u00adtion at their dis\u00adpos\u00adal.&nbsp; But to exploit its full poten\u00adtial, it\u2019s essen\u00adtial to under\u00adstand the dif\u00adfer\u00adent types of tele\u00adcom data, how they are col\u00adlect\u00aded, and their role in enhanc\u00ading net\u00adwork qual\u00adi\u00adty, detect\u00ading fraud, and boost\u00ading cus\u00adtomer reten\u00adtion. <\/span><\/p>\n<p><span style=\"font-size: 14pt;\"><span style=\"font-weight: 400;\">This guide will <\/span><span style=\"font-weight: 400;\">explore the dif\u00adfer\u00adent types of tele\u00adcom data \u2014 <strong>Voice, SMS, Data, USSD, OSS, Charg\u00ading, Billing, CRM, Mobile Mon\u00adey,<\/strong> and <strong>KYC<\/strong> \u2014 their sig\u00adnif\u00adi\u00adcance in the tele\u00adcom ecosys\u00adtem and high\u00adlight their impor\u00adtance in today\u2019s dig\u00adi\u00adtal era.&nbsp;<\/span><\/span><\/p>\n<h2><span style=\"color: #264bcf;\"><b>Understanding Telecom Data: The Building Blocks<\/b><\/span><\/h2>\n<p><span style=\"font-weight: 400; font-size: 14pt;\">Tele\u00adcom data can be broad\u00adly cat\u00ade\u00adgo\u00adrized into dif\u00adfer\u00adent types, each serv\u00ading a unique pur\u00adpose and offer\u00ading valu\u00adable insights. Here\u2019s a break\u00addown of the key types:<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-size: 14pt;\"><b>Voice Data (CDR \u2013 Call Detail Records):<\/b><span style=\"font-weight: 400;\"> Voice data cap\u00adtures details about every call made or received on a net\u00adwork. This includes infor\u00adma\u00adtion like caller and called num\u00adbers, call dura\u00adtion, time\u00adstamp, and cell ID.&nbsp;<\/span><\/span><span style=\"font-size: 14pt;\">By ana\u00adlyz\u00ading this data, oper\u00ada\u00adtors can&nbsp;mon\u00adi\u00adtor call qual\u00adi\u00adty,&nbsp; iden\u00adti\u00adfy peak usage times, ensure accu\u00adrate billing, track call traf\u00adfic for net\u00adwork opti\u00admiza\u00adtion and even detect anom\u00adalies that might indi\u00adcate fraud\u00adu\u00adlent activ\u00adi\u00adty. For reg\u00adu\u00adla\u00adtors, it offers insights into ser\u00advice qual\u00adi\u00adty (e.g., call drop rates) and com\u00adpli\u00adance with call rout\u00ading stan\u00addards.<\/span><\/li>\n<li aria-level=\"1\"><span style=\"font-size: 14pt;\">&nbsp;<b>SMS (Short Mes\u00adsage Ser\u00advice) Data:<\/b><span style=\"font-weight: 400;\"> Sim\u00adi\u00adlar to voice data, SMS data tracks the send\u00ading and receiv\u00ading of text mes\u00adsages. It includes details like the sender and receiv\u00ader num\u00adbers, mes\u00adsage length, deliv\u00adery sta\u00adtus (e.g., deliv\u00adered, failed, or pend\u00ading) and time\u00adstamp.&nbsp;<\/span><\/span><span style=\"font-weight: 400; font-size: 14pt;\">SMS data is cru\u00adcial for under\u00adstand\u00ading user com\u00admu\u00adni\u00adca\u00adtion pat\u00adterns , espe\u00adcial\u00adly for regions with lim\u00adit\u00aded inter\u00adnet access. Oper\u00ada\u00adtors ana\u00adlyze SMS data for ser\u00advice mon\u00adi\u00adtor\u00ading, mar\u00adket\u00ading, and cus\u00adtomer engage\u00adment, while reg\u00adu\u00adla\u00adtors can use it to track com\u00adpli\u00adance with mes\u00adsag\u00ading stan\u00addards and detect poten\u00adtial mis\u00aduse, such as spam or fraud.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-size: 14pt;\"><b>Data Usage Records (Inter\u00adnet Usage):<\/b><span style=\"font-weight: 400;\"> Data usage records pro\u00advide insights into how cus\u00adtomers are using mobile inter\u00adnet ser\u00advices. This data includes infor\u00adma\u00adtion on ses\u00adsion dura\u00adtion, Data usage vol\u00adumes (mea\u00adsured in MB\/GB), brows\u00ading behav\u00adior, the type of con\u00adtent accessed , and stream\u00ading pat\u00adterns.&nbsp;<\/span><\/span><span style=\"font-weight: 400; font-size: 14pt;\">For tele\u00adcom oper\u00ada\u00adtors It\u2019s instru\u00admen\u00adtal in opti\u00admiz\u00ading net\u00adwork capac\u00adi\u00adty, iden\u00adti\u00adfy\u00ading data-hun\u00adgry appli\u00adca\u00adtions.&nbsp; They use data con\u00adsump\u00adtion pat\u00adterns to tai\u00adlor data plans, man\u00adage net\u00adwork traf\u00adfic, and and ensur\u00ading a smooth brows\u00ading expe\u00adri\u00adence for users. Reg\u00adu\u00adla\u00adtors, on the oth\u00ader hand, mon\u00adi\u00adtor mobile data to ensure fair usage poli\u00adcies and pre\u00advent net\u00adwork con\u00adges\u00adtion.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-size: 14pt;\"><b>USSD (Unstruc\u00adtured Sup\u00adple\u00admen\u00adtary Ser\u00advice Data) Data:<\/b><span style=\"font-weight: 400;\"> USSD is a real-time ses\u00adsion-based pro\u00adto\u00adcol used pri\u00admar\u00adi\u00adly for ser\u00advices like bal\u00adance checks, bun\u00addle acti\u00adva\u00adtion, mobile mon\u00adey, mobile bank\u00ading, pre\u00adpaid ser\u00advices and menu-based appli\u00adca\u00adtions. It involves short code com\u00admu\u00adni\u00adca\u00adtions between the user\u2019s device and the tele\u00adcom operator\u2019s sys\u00adtems.<\/span><\/span><span style=\"font-weight: 400; font-size: 14pt;\"> USSD is&nbsp; cru\u00adcial for &nbsp;under\u00adstand\u00ading cus\u00adtomer inter\u00adac\u00adtion with var\u00adi\u00adous ser\u00advices and deliv\u00ader\u00ading quick, low-cost ser\u00advices, espe\u00adcial\u00adly in areas with lim\u00adit\u00aded inter\u00adnet access. For reg\u00adu\u00adla\u00adtors, USSD data can be used to mon\u00adi\u00adtor mobile mon\u00adey ser\u00advices, check com\u00adpli\u00adance with mobile bank\u00ading reg\u00adu\u00adla\u00adtions, and assess ser\u00advice acces\u00adsi\u00adbil\u00adi\u00adty for under\u00adserved regions.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-size: 14pt;\"><b>OSS Data (Oper\u00ada\u00adtions Sup\u00adport Sys\u00adtems): <\/b><span style=\"font-weight: 400;\">OSS data &nbsp;refers to the sys\u00adtems and process\u00ades that tele\u00adcom oper\u00ada\u00adtors use to man\u00adage and&nbsp; mon\u00adi\u00adtor the tech\u00adni\u00adcal per\u00adfor\u00admance of&nbsp; their net\u00adworks. It includes met\u00adrics like sig\u00adnal strength, net\u00adwork con\u00adges\u00adtion, and equip\u00adment sta\u00adtus.&nbsp;<\/span><\/span><span style=\"font-size: 14pt;\"><span style=\"font-weight: 400;\">This data is vital for net\u00adwork opti\u00admiza\u00adtion, as it helps oper\u00ada\u00adtors <\/span>main\u00adtain net\u00adwork integri\u00adty, man\u00adage repairs, and opti\u00admize per\u00adfor\u00admance. For reg\u00adu\u00adla\u00adtors, OSS data pro\u00advides insights into how effi\u00adcient\u00adly an oper\u00ada\u00adtor is man\u00adag\u00ading its net\u00adwork and adher\u00ading to indus\u00adtry stan\u00addards on net\u00adwork reli\u00ada\u00adbil\u00adi\u00adty.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-size: 14pt;\"><b>Charg\u00ading Data:<\/b><span style=\"font-weight: 400;\"> Charg\u00ading data keeps track of how ser\u00advices (such as calls, data, and SMS) are charged to cus\u00adtomers. It includes infor\u00adma\u00adtion on pre\u00adpaid and post\u00adpaid charges, data pack\u00adages, and ser\u00advice sub\u00adscrip\u00adtions and Dis\u00adcounts or pro\u00admo\u00adtion\u00adal rates. This data ensures accu\u00adrate billing&nbsp;<\/span><\/span><span style=\"font-size: 14pt;\">Charg\u00ading data ensures that oper\u00ada\u00adtors bill their cus\u00adtomers accu\u00adrate\u00adly <span style=\"font-weight: 400;\">and is essen\u00adtial for rev\u00adenue assur\u00adance and pre\u00advent\u00ading fraud, such as unau\u00adtho\u00adrized ser\u00advice usage<\/span>. Mis\u00adman\u00adage\u00adment of this data can lead to over\u00adbilling, under\u00adcharg\u00ading, or fraud. Reg\u00adu\u00adla\u00adtors use charg\u00ading data to ensure trans\u00adparen\u00adcy in pric\u00ading and detect poten\u00adtial rev\u00adenue leak\u00adages.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-size: 14pt;\"><b>Billing Data:<\/b><span style=\"font-weight: 400;\"> Billing data goes hand-in-hand with charg\u00ading data but includes more detailed cus\u00adtomer trans\u00adac\u00adtions and pay\u00adments infor\u00adma\u00adtion. It pro\u00advides a com\u00adpre\u00adhen\u00adsive view of a customer\u2019s ser\u00advice usage, invoic\u00ades, account bal\u00adances, late pay\u00adment penal\u00adties and pay\u00adment his\u00adto\u00adry.&nbsp;<\/span><\/span><span style=\"font-size: 14pt;\"><span style=\"font-weight: 400;\">Ana\u00adlyz\u00ading billing data helps in detect\u00ading dis\u00adcrep\u00adan\u00adcies, ensur\u00ading accu\u00adrate rev\u00adenue col\u00adlec\u00adtion, and iden\u00adti\u00adfy\u00ading cus\u00adtomers who might be at risk of churn due to billing issues<\/span>. It also helps reg\u00adu\u00adla\u00adtors track con\u00adsumer com\u00adplaints relat\u00aded to billing inac\u00adcu\u00adra\u00adcies and ensures that oper\u00ada\u00adtors fol\u00adlow billing guide\u00adlines and pric\u00ading trans\u00adparen\u00adcy.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-size: 14pt;\"><b>CRM Data (Cus\u00adtomer Rela\u00adtion\u00adship Man\u00adage\u00adment):<\/b><span style=\"font-weight: 400;\"> CRM data includes all cus\u00adtomer-relat\u00aded infor\u00adma\u00adtion col\u00adlect\u00aded by tele\u00adcom oper\u00ada\u00adtors. This data includes cus\u00adtomer pro\u00adfiles (e.g., name, con\u00adtact details), ser\u00advice pref\u00ader\u00adences (e.g., active plans, pur\u00adchas\u00ades), and inter\u00adac\u00adtion his\u00adto\u00adry e.g., cus\u00adtomer sup\u00adport calls, feed\u00adback).&nbsp;<\/span><\/span><span style=\"font-size: 14pt;\">CRM data helps tele\u00adcom oper\u00ada\u00adtors <span style=\"font-weight: 400;\">build\u00ading a 360-degree view of the cus\u00adtomer, enabling per\u00adson\u00adal\u00adized mar\u00adket\u00ading, improv\u00ading <\/span>&nbsp;cus\u00adtomer ser\u00advice, man\u00adag\u00ading com\u00adplaints,&nbsp; <span style=\"font-weight: 400;\">iden\u00adti\u00adfy\u00ading oppor\u00adtu\u00adni\u00adties for cross-sell\u00ading and upselling. <\/span>and enhance cus\u00adtomer reten\u00adtion. For reg\u00adu\u00adla\u00adtors, CRM data is use\u00adful for mon\u00adi\u00adtor\u00ading con\u00adsumer rights, ensur\u00ading oper\u00ada\u00adtors address com\u00adplaints in a time\u00adly man\u00adner, and check\u00ading com\u00adpli\u00adance with data pri\u00adva\u00adcy reg\u00adu\u00adla\u00adtions.&nbsp;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-size: 14pt;\"><b>Mobile Mon\u00adey Data: <\/b><span style=\"font-weight: 400;\">Mobile mon\u00adey data is gen\u00ader\u00adat\u00aded through mobile-based finan\u00adcial trans\u00adac\u00adtions, includ\u00ading, trans\u00adac\u00adtion logs, bal\u00adance updates and Sender and receiv\u00ader details.&nbsp; With the rise of dig\u00adi\u00adtal pay\u00adments, mobile mon\u00adey data has become increas\u00ading\u00adly impor\u00adtant. It tracks trans\u00adac\u00adtions like mon\u00adey trans\u00adfers, bill pay\u00adments, and pur\u00adchas\u00ades made using mobile wal\u00adlets.&nbsp;<\/span><\/span><span style=\"font-size: 14pt;\">Mobile mon\u00adey ser\u00advices are crit\u00adi\u00adcal in regions where tra\u00addi\u00adtion\u00adal bank\u00ading infra\u00adstruc\u00adture is lim\u00adit\u00aded. &nbsp;Mobile mon\u00adey data helps tele\u00adcom oper\u00ada\u00adtors and reg\u00adu\u00adla\u00adtors <span style=\"font-weight: 400;\">, under\u00adstand con\u00adsumer spend\u00ading habits<\/span> ensure finan\u00adcial trans\u00adparen\u00adcy, pre\u00advent fraud, and pro\u00adtect users from scams. It also plays a role in finan\u00adcial inclu\u00adsion, allow\u00ading reg\u00adu\u00adla\u00adtors to track the avail\u00adabil\u00adi\u00adty and acces\u00adsi\u00adbil\u00adi\u00adty of mobile finan\u00adcial ser\u00advices<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-size: 14pt;\"><b>KYC Data (Know Your Cus\u00adtomer):<\/b><span style=\"font-weight: 400;\"> KYC data involves the per\u00adson\u00adal iden\u00adti\u00adfi\u00adca\u00adtion infor\u00adma\u00adtion of sub\u00adscribers, such as names, address\u00ades, and nation\u00adal IDs. This data , pre\u00advent\u00ading fraud, and ensur\u00ading that ser\u00advices are not mis\u00adused.&nbsp;<\/span><\/span><span style=\"font-size: 14pt;\">KYC process\u00ades&nbsp; <span style=\"font-weight: 400;\">is crit\u00adi\u00adcal for reg\u00adu\u00adla\u00adto\u00adry com\u00adpli\u00adance,<\/span> pre\u00advent\u00ading&nbsp; <span style=\"font-weight: 400;\">iden\u00adti\u00adty <\/span>fraud, mon\u00adey laun\u00adder\u00ading, and the use of tele\u00adcom ser\u00advices for illic\u00adit activ\u00adi\u00adties.&nbsp; <span style=\"font-weight: 400;\">It also plays a sig\u00adnif\u00adi\u00adcant role in cus\u00adtomer ver\u00adi\u00adfi\u00adca\u00adtion and ensur\u00ading the secu\u00adri\u00adty of finan\u00adcial trans\u00adac\u00adtions. <\/span>Tele\u00adcom oper\u00ada\u00adtors use KYC data to ensure com\u00adpli\u00adance with legal reg\u00adu\u00adla\u00adtions, while reg\u00adu\u00adla\u00adtors rely on this data to mon\u00adi\u00adtor tele\u00adcom oper\u00ada\u00adtor adher\u00adence to anti-fraud and anti-mon\u00adey laun\u00adder\u00ading laws<\/span><\/li>\n<\/ol>\n<h2><span style=\"color: #264bcf;\"><b>How Telecom Data Drives Network Quality, Fraud Detection, and Customer Retention.<\/b><\/span><\/h2>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-size: 14pt;\"><b>Enhanc\u00ading Net\u00adwork Qual\u00adi\u00adty:<\/b><span style=\"font-weight: 400;\"> By inte\u00adgrat\u00ading OSS data with voice, SMS, and data usage records, oper\u00ada\u00adtors can get a real-time view of net\u00adwork per\u00adfor\u00admance. This holis\u00adtic view allows them to proac\u00adtive\u00adly address issues like net\u00adwork con\u00adges\u00adtion, call drops, and slow inter\u00adnet speeds, ensur\u00ading a high-qual\u00adi\u00adty expe\u00adri\u00adence for users.<\/span><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-size: 14pt;\"><b>Detect\u00ading and Pre\u00advent\u00ading Fraud:<\/b><span style=\"font-weight: 400;\"> Fraud\u00adu\u00adlent activ\u00adi\u00adties such as SIM box fraud, iden\u00adti\u00adty theft, and unau\u00adtho\u00adrized access can be detect\u00aded by cross-ref\u00ader\u00adenc\u00ading var\u00adi\u00adous data sources. For exam\u00adple, unusu\u00adal pat\u00adterns in voice or SMS data, com\u00adbined with USSD and mobile mon\u00adey records, can sig\u00adnal poten\u00adtial fraud, allow\u00ading oper\u00ada\u00adtors and reg\u00adu\u00adla\u00adtors to take swift action.<\/span><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-size: 14pt;\"><b>Improv\u00ading Cus\u00adtomer Reten\u00adtion:<\/b><span style=\"font-weight: 400;\"> CRM and billing data pro\u00advide insights into cus\u00adtomer behav\u00adior and sat\u00adis\u00adfac\u00adtion. By ana\u00adlyz\u00ading this data, oper\u00ada\u00adtors can iden\u00adti\u00adfy at-risk cus\u00adtomers and address their con\u00adcerns before they decide to leave. Per\u00adson\u00adal\u00adized offers based on usage pat\u00adterns and proac\u00adtive issue res\u00ado\u00adlu\u00adtion can sig\u00adnif\u00adi\u00adcant\u00adly enhance cus\u00adtomer loy\u00adal\u00adty.<\/span><\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>Com\u00adpli\u00adance mon\u00adi\u00adtor\u00ading:<\/strong> OSS, charg\u00ading, and CRM data offer reg\u00adu\u00adla\u00adtors a clear view of whether oper\u00ada\u00adtors are adher\u00ading to indus\u00adtry stan\u00addards, such as meet\u00ading ser\u00advice qual\u00adi\u00adty thresh\u00adolds and pro\u00advid\u00ading accu\u00adrate billing infor\u00adma\u00adtion.<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>Con\u00adsumer pro\u00adtec\u00adtion:<\/strong> By mon\u00adi\u00adtor\u00ading ser\u00advice qual\u00adi\u00adty, ana\u00adlyz\u00ading cus\u00adtomer com\u00adplaints, and track\u00ading ser\u00advice dis\u00adrup\u00adtions, reg\u00adu\u00adla\u00adtors can proac\u00adtive\u00adly address issues that neg\u00ada\u00adtive\u00adly impact con\u00adsumers. This data-dri\u00adven approach also ensures a fair mar\u00adket\u00adplace where con\u00adsumers are treat\u00aded equi\u00adtably.<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>Rev\u00adenue assur\u00adance:<\/strong> Mobile mon\u00adey and billing data allow reg\u00adu\u00adla\u00adtors to track rev\u00adenue streams with\u00adin tele\u00adcom net\u00adworks, ensur\u00ading prop\u00ader tax col\u00adlec\u00adtion and min\u00adi\u00admiz\u00ading leak\u00adages. This guar\u00adan\u00adtees that gov\u00adern\u00adments and ser\u00advice providers both receive their due share.<\/span><\/li>\n<\/ol>\n<h2><span style=\"color: #264bcf;\"><b>Best Practices for Effective Telecom Data Collection<\/b><\/span><\/h2>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Stan\u00addard\u00adiza\u00adtion:<\/b><span style=\"font-weight: 400;\"> Use stan\u00addard\u00adized for\u00admats and pro\u00adto\u00adcols for data col\u00adlec\u00adtion to ensure con\u00adsis\u00adten\u00adcy and ease of inte\u00adgra\u00adtion across dif\u00adfer\u00adent sys\u00adtems and plat\u00adforms.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Real-Time Mon\u00adi\u00adtor\u00ading:<\/b><span style=\"font-weight: 400;\"> Imple\u00adment real-time data col\u00adlec\u00adtion and mon\u00adi\u00adtor\u00ading sys\u00adtems to detect issues as they hap\u00adpen, enabling faster response times.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Data Pri\u00adva\u00adcy and Secu\u00adri\u00adty:<\/b><span style=\"font-weight: 400;\"> Ensure that all data is col\u00adlect\u00aded, stored, and processed in com\u00adpli\u00adance with data pri\u00adva\u00adcy reg\u00adu\u00adla\u00adtions. Imple\u00adment strong encryp\u00adtion and access con\u00adtrols to pro\u00adtect sen\u00adsi\u00adtive infor\u00adma\u00adtion.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Col\u00adlab\u00ado\u00adra\u00adtion with Stake\u00adhold\u00aders:<\/b><span style=\"font-weight: 400;\"> Work close\u00adly with tele\u00adcom oper\u00ada\u00adtors, finan\u00adcial insti\u00adtu\u00adtions, and tech\u00adnol\u00ado\u00adgy providers to ensure seam\u00adless data col\u00adlec\u00adtion and inte\u00adgra\u00adtion. Col\u00adlab\u00ado\u00adra\u00adtion can help iden\u00adti\u00adfy new data sources and enhance data qual\u00adi\u00adty.<\/span><\/li>\n<\/ol>\n<h2><b>Closing Thoughts<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Tele\u00adcom data is a pow\u00ader\u00adful resource that can trans\u00adform the way reg\u00adu\u00adla\u00adtors and oper\u00ada\u00adtors man\u00adage net\u00adworks, detect fraud, and engage with cus\u00adtomers. By under\u00adstand\u00ading the dif\u00adfer\u00adent types of data\u2014from OSS to KYC\u2014and lever\u00adag\u00ading them effec\u00adtive\u00adly, the tele\u00adcom indus\u00adtry can deliv\u00ader bet\u00adter ser\u00advices, ensure com\u00adpli\u00adance, and cre\u00adate a safer, more sat\u00adis\u00adfy\u00ading expe\u00adri\u00adence for con\u00adsumers. As tele\u00adcom net\u00adworks con\u00adtin\u00adue to evolve, so too must our approach to data col\u00adlec\u00adtion and analy\u00adsis, paving the way for a smarter, more con\u00adnect\u00aded future.<\/span><\/p>\n<h3><span style=\"color: #dc143c;\"><strong>Join Our Upcoming Webinar: Mastering Telecom Data Collection for Smarter Decisions<\/strong><\/span><\/h3>\n<p><img fetchpriority=\"high\" decoding=\"async\" class=\"aligncenter wp-image-7811 size-full\" src=\"https:\/\/regulx.com\/wp-content\/uploads\/2024\/10\/Join-our-Telecom-data-collection-webinar.png\" alt width=\"650\" height=\"325\" srcset=\"https:\/\/regulx.com\/wp-content\/uploads\/2024\/10\/Join-our-Telecom-data-collection-webinar.png 650w, https:\/\/regulx.com\/wp-content\/uploads\/2024\/10\/Join-our-Telecom-data-collection-webinar-300x150.png 300w, https:\/\/regulx.com\/wp-content\/uploads\/2024\/10\/Join-our-Telecom-data-collection-webinar-18x9.png 18w, https:\/\/regulx.com\/wp-content\/uploads\/2024\/10\/Join-our-Telecom-data-collection-webinar-600x300.png 600w\" sizes=\"(max-width: 650px) 100vw, 650px\"><\/p>\n<p><span style=\"font-size: 14pt;\">Want to learn more about how tele\u00adcom data can dri\u00adve bet\u00adter deci\u00adsion-mak\u00ading for reg\u00adu\u00adla\u00adtors? Join our insight\u00adful webi\u00adnar where we will guide you through best prac\u00adtices and strate\u00adgies for tele\u00adcom data col\u00adlec\u00adtion and insights.<\/span><\/p>\n<p><span style=\"font-size: 14pt;\"><strong>Key Top\u00adics:<\/strong><\/span><\/p>\n<ul>\n<li><span style=\"font-size: 14pt;\"><strong>Best prac\u00adtices for data col\u00adlec\u00adtion and inte\u00adgra\u00adtion.<\/strong><\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>How to use data insights to improve deci\u00adsion-mak\u00ading and cus\u00adtomer expe\u00adri\u00adence.<\/strong><\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>Real-world exam\u00adples of reg\u00adu\u00adla\u00adto\u00adry suc\u00adcess sto\u00adries.<\/strong><\/span><\/li>\n<\/ul>\n<p><span style=\"font-size: 14pt;\">\ud83d\udcc5 <span style=\"color: #dc143c;\"><strong>Date<\/strong>:<\/span> Novem\u00adber 7th, 2024<\/span><br>\n<span style=\"font-size: 14pt;\">\u23f0 <span style=\"color: #dc143c;\"><strong>Time<\/strong>:<\/span> 11:00 AM UTC+1<\/span><br>\n<span style=\"font-size: 14pt;\">\ud83c\udf10<span style=\"color: #dc143c;\"> <strong>Plat\u00adform<\/strong><\/span>: Zoom (with French sub\u00adti\u00adtles avail\u00adable)<\/span><\/p>\n<p><a href=\"https:\/\/regulx.com\/event\/webinar-master-telecom-data-collection-with-regulx\/\"><span style=\"font-size: 18pt; color: #dc143c;\"><strong>Save Your Seat Now!<\/strong><\/span><\/a><\/p>","protected":false},"excerpt":{"rendered":"<p>This guide will explore the dif\u00adfer\u00adent types of tele\u00adcom data \u2014 Voice, SMS, Data, USSD, OSS, Charg\u00ading, Billing, CRM, Mobile Mon\u00adey, and KYC \u2014 their sig\u00adnif\u00adi\u00adcance in the tele\u00adcom ecosys\u00adtem and high\u00adlight their impor\u00adtance in today\u2019s dig\u00adi\u00adtal era.&nbsp;<\/p>","protected":false},"author":1,"featured_media":7828,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"wp_typography_post_enhancements_disabled":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_glsr_average":0,"_glsr_ranking":0,"_glsr_reviews":0,"_wpcom_ai_launchpad_first_post":false,"_jetpack_hide_featured_image":false,"_jetpack_featured_image_duplicate_dismissed":0,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[77],"tags":[100,101],"class_list":["post-7825","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-telecom-data","tag-analytics","tag-data-solutions"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>The Ultimate Guide to Different Types of Telecom Data: From OSS to KYC - Regulx<\/title>\n<meta name=\"description\" content=\"This guide will explore the different types of telecom data \u2014 Voice, SMS, Data, USSD, OSS, Charging, Billing, CRM, Mobile Money, and KYC.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/regulx.com\/fr\/the-ultimate-guide-to-different-types-of-telecom-data-from-oss-to-kyc\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"The Ultimate Guide to Different Types of Telecom Data: From OSS to KYC - Regulx\" \/>\n<meta property=\"og:description\" content=\"This guide will explore the different types of telecom data \u2014 Voice, SMS, Data, USSD, OSS, Charging, Billing, CRM, Mobile Money, and KYC.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/regulx.com\/fr\/the-ultimate-guide-to-different-types-of-telecom-data-from-oss-to-kyc\/\" \/>\n<meta property=\"og:site_name\" content=\"Regulx\" \/>\n<meta property=\"article:published_time\" content=\"2024-10-09T17:51:13+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-10-15T07:29:50+00:00\" \/>\n<meta name=\"author\" content=\"salwalaarif\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"salwalaarif\" \/>\n\t<meta name=\"twitter:label2\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data2\" content=\"8 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/regulx.com\\\/the-ultimate-guide-to-different-types-of-telecom-data-from-oss-to-kyc\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/regulx.com\\\/the-ultimate-guide-to-different-types-of-telecom-data-from-oss-to-kyc\\\/\"},\"author\":{\"name\":\"salwalaarif\",\"@id\":\"https:\\\/\\\/regulx.com\\\/#\\\/schema\\\/person\\\/93711c8b1c8b4f03edfb15f852ef3d39\"},\"headline\":\"The Ultimate Guide to Different Types of Telecom Data: From OSS to KYC\",\"datePublished\":\"2024-10-09T17:51:13+00:00\",\"dateModified\":\"2024-10-15T07:29:50+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/regulx.com\\\/the-ultimate-guide-to-different-types-of-telecom-data-from-oss-to-kyc\\\/\"},\"wordCount\":1619,\"commentCount\":0,\"image\":{\"@id\":\"https:\\\/\\\/regulx.com\\\/the-ultimate-guide-to-different-types-of-telecom-data-from-oss-to-kyc\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/regulx.com\\\/wp-content\\\/uploads\\\/2024\\\/10\\\/The-Ultimate-Guide-to-Telecom-Data-Collection-From-OSS-to-KYC.svg\",\"keywords\":[\"Analytics\",\"Data solutions\"],\"articleSection\":[\"Telecom Data\"],\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/regulx.com\\\/the-ultimate-guide-to-different-types-of-telecom-data-from-oss-to-kyc\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/regulx.com\\\/the-ultimate-guide-to-different-types-of-telecom-data-from-oss-to-kyc\\\/\",\"url\":\"https:\\\/\\\/regulx.com\\\/the-ultimate-guide-to-different-types-of-telecom-data-from-oss-to-kyc\\\/\",\"name\":\"The Ultimate Guide to Different Types of Telecom Data: From OSS to KYC - Regulx\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/regulx.com\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/regulx.com\\\/the-ultimate-guide-to-different-types-of-telecom-data-from-oss-to-kyc\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/regulx.com\\\/the-ultimate-guide-to-different-types-of-telecom-data-from-oss-to-kyc\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/regulx.com\\\/wp-content\\\/uploads\\\/2024\\\/10\\\/The-Ultimate-Guide-to-Telecom-Data-Collection-From-OSS-to-KYC.svg\",\"datePublished\":\"2024-10-09T17:51:13+00:00\",\"dateModified\":\"2024-10-15T07:29:50+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/regulx.com\\\/#\\\/schema\\\/person\\\/93711c8b1c8b4f03edfb15f852ef3d39\"},\"description\":\"This guide will explore the different types of telecom data \u2014 Voice, SMS, Data, USSD, OSS, Charging, Billing, CRM, Mobile Money, and KYC.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/regulx.com\\\/the-ultimate-guide-to-different-types-of-telecom-data-from-oss-to-kyc\\\/#breadcrumb\"},\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/regulx.com\\\/the-ultimate-guide-to-different-types-of-telecom-data-from-oss-to-kyc\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/regulx.com\\\/the-ultimate-guide-to-different-types-of-telecom-data-from-oss-to-kyc\\\/#primaryimage\",\"url\":\"https:\\\/\\\/regulx.com\\\/wp-content\\\/uploads\\\/2024\\\/10\\\/The-Ultimate-Guide-to-Telecom-Data-Collection-From-OSS-to-KYC.svg\",\"contentUrl\":\"https:\\\/\\\/regulx.com\\\/wp-content\\\/uploads\\\/2024\\\/10\\\/The-Ultimate-Guide-to-Telecom-Data-Collection-From-OSS-to-KYC.svg\",\"width\":562,\"height\":500,\"caption\":\"The Ultimate Guide to Telecom Data Collection: From OSS to KYC.\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/regulx.com\\\/the-ultimate-guide-to-different-types-of-telecom-data-from-oss-to-kyc\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/regulx.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"The Ultimate Guide to Different Types of Telecom Data: From OSS to KYC\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/regulx.com\\\/#website\",\"url\":\"https:\\\/\\\/regulx.com\\\/\",\"name\":\"Regulx\",\"description\":\"Your Partner For Regulatory Empowerment\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/regulx.com\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"fr-FR\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/regulx.com\\\/#\\\/schema\\\/person\\\/93711c8b1c8b4f03edfb15f852ef3d39\",\"name\":\"salwalaarif\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/9fd0e0d36a21769dc96fee73652cf1cf2ab6001c948e5961e664a1c60fb30b5f?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/9fd0e0d36a21769dc96fee73652cf1cf2ab6001c948e5961e664a1c60fb30b5f?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/9fd0e0d36a21769dc96fee73652cf1cf2ab6001c948e5961e664a1c60fb30b5f?s=96&d=mm&r=g\",\"caption\":\"salwalaarif\"},\"sameAs\":[\"https:\\\/\\\/regulx.com\"],\"url\":\"https:\\\/\\\/regulx.com\\\/fr\\\/author\\\/admin\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"The Ulti\u00admate Guide to Dif\u00adfer\u00adent Types of Tele\u00adcom Data: From OSS to KYC \u2014 Reg\u00adulx","description":"This guide will explore the dif\u00adfer\u00adent types of tele\u00adcom data \u2014 Voice, SMS, Data, USSD, OSS, Charg\u00ading, Billing, CRM, Mobile Mon\u00adey, and KYC.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/regulx.com\/fr\/the-ultimate-guide-to-different-types-of-telecom-data-from-oss-to-kyc\/","og_locale":"fr_FR","og_type":"article","og_title":"The Ultimate Guide to Different Types of Telecom Data: From OSS to KYC - Regulx","og_description":"This guide will explore the different types of telecom data \u2014 Voice, SMS, Data, USSD, OSS, Charging, Billing, CRM, Mobile Money, and KYC.","og_url":"https:\/\/regulx.com\/fr\/the-ultimate-guide-to-different-types-of-telecom-data-from-oss-to-kyc\/","og_site_name":"Regulx","article_published_time":"2024-10-09T17:51:13+00:00","article_modified_time":"2024-10-15T07:29:50+00:00","author":"salwalaarif","twitter_card":"summary_large_image","twitter_misc":{"\u00c9crit par":"salwalaarif","Dur\u00e9e de lecture estim\u00e9e":"8 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/regulx.com\/the-ultimate-guide-to-different-types-of-telecom-data-from-oss-to-kyc\/#article","isPartOf":{"@id":"https:\/\/regulx.com\/the-ultimate-guide-to-different-types-of-telecom-data-from-oss-to-kyc\/"},"author":{"name":"salwalaarif","@id":"https:\/\/regulx.com\/#\/schema\/person\/93711c8b1c8b4f03edfb15f852ef3d39"},"headline":"The Ultimate Guide to Different Types of Telecom Data: From OSS to KYC","datePublished":"2024-10-09T17:51:13+00:00","dateModified":"2024-10-15T07:29:50+00:00","mainEntityOfPage":{"@id":"https:\/\/regulx.com\/the-ultimate-guide-to-different-types-of-telecom-data-from-oss-to-kyc\/"},"wordCount":1619,"commentCount":0,"image":{"@id":"https:\/\/regulx.com\/the-ultimate-guide-to-different-types-of-telecom-data-from-oss-to-kyc\/#primaryimage"},"thumbnailUrl":"https:\/\/regulx.com\/wp-content\/uploads\/2024\/10\/The-Ultimate-Guide-to-Telecom-Data-Collection-From-OSS-to-KYC.svg","keywords":["Analytics","Data solutions"],"articleSection":["Telecom Data"],"inLanguage":"fr-FR","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/regulx.com\/the-ultimate-guide-to-different-types-of-telecom-data-from-oss-to-kyc\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/regulx.com\/the-ultimate-guide-to-different-types-of-telecom-data-from-oss-to-kyc\/","url":"https:\/\/regulx.com\/the-ultimate-guide-to-different-types-of-telecom-data-from-oss-to-kyc\/","name":"The Ulti\u00admate Guide to Dif\u00adfer\u00adent Types of Tele\u00adcom Data: From OSS to KYC \u2014 Reg\u00adulx","isPartOf":{"@id":"https:\/\/regulx.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/regulx.com\/the-ultimate-guide-to-different-types-of-telecom-data-from-oss-to-kyc\/#primaryimage"},"image":{"@id":"https:\/\/regulx.com\/the-ultimate-guide-to-different-types-of-telecom-data-from-oss-to-kyc\/#primaryimage"},"thumbnailUrl":"https:\/\/regulx.com\/wp-content\/uploads\/2024\/10\/The-Ultimate-Guide-to-Telecom-Data-Collection-From-OSS-to-KYC.svg","datePublished":"2024-10-09T17:51:13+00:00","dateModified":"2024-10-15T07:29:50+00:00","author":{"@id":"https:\/\/regulx.com\/#\/schema\/person\/93711c8b1c8b4f03edfb15f852ef3d39"},"description":"This guide will explore the dif\u00adfer\u00adent types of tele\u00adcom data \u2014 Voice, SMS, Data, USSD, OSS, Charg\u00ading, Billing, CRM, Mobile Mon\u00adey, and KYC.","breadcrumb":{"@id":"https:\/\/regulx.com\/the-ultimate-guide-to-different-types-of-telecom-data-from-oss-to-kyc\/#breadcrumb"},"inLanguage":"fr-FR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/regulx.com\/the-ultimate-guide-to-different-types-of-telecom-data-from-oss-to-kyc\/"]}]},{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/regulx.com\/the-ultimate-guide-to-different-types-of-telecom-data-from-oss-to-kyc\/#primaryimage","url":"https:\/\/regulx.com\/wp-content\/uploads\/2024\/10\/The-Ultimate-Guide-to-Telecom-Data-Collection-From-OSS-to-KYC.svg","contentUrl":"https:\/\/regulx.com\/wp-content\/uploads\/2024\/10\/The-Ultimate-Guide-to-Telecom-Data-Collection-From-OSS-to-KYC.svg","width":562,"height":500,"caption":"The Ultimate Guide to Telecom Data Collection: From OSS to KYC."},{"@type":"BreadcrumbList","@id":"https:\/\/regulx.com\/the-ultimate-guide-to-different-types-of-telecom-data-from-oss-to-kyc\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/regulx.com\/"},{"@type":"ListItem","position":2,"name":"The Ultimate Guide to Different Types of Telecom Data: From OSS to KYC"}]},{"@type":"WebSite","@id":"https:\/\/regulx.com\/#website","url":"https:\/\/regulx.com\/","name":"Reg\u00adulx","description":"Your Part\u00adner For Reg\u00adu\u00adla\u00adto\u00adry Empow\u00ader\u00adment","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/regulx.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"fr-FR"},{"@type":"Person","@id":"https:\/\/regulx.com\/#\/schema\/person\/93711c8b1c8b4f03edfb15f852ef3d39","name":"sal\u00adwalaarif","image":{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/secure.gravatar.com\/avatar\/9fd0e0d36a21769dc96fee73652cf1cf2ab6001c948e5961e664a1c60fb30b5f?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/9fd0e0d36a21769dc96fee73652cf1cf2ab6001c948e5961e664a1c60fb30b5f?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/9fd0e0d36a21769dc96fee73652cf1cf2ab6001c948e5961e664a1c60fb30b5f?s=96&d=mm&r=g","caption":"salwalaarif"},"sameAs":["https:\/\/regulx.com"],"url":"https:\/\/regulx.com\/fr\/author\/admin\/"}]}},"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"https:\/\/regulx.com\/wp-content\/uploads\/2024\/10\/The-Ultimate-Guide-to-Telecom-Data-Collection-From-OSS-to-KYC.svg","_links":{"self":[{"href":"https:\/\/regulx.com\/fr\/wp-json\/wp\/v2\/posts\/7825","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/regulx.com\/fr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/regulx.com\/fr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/regulx.com\/fr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/regulx.com\/fr\/wp-json\/wp\/v2\/comments?post=7825"}],"version-history":[{"count":0,"href":"https:\/\/regulx.com\/fr\/wp-json\/wp\/v2\/posts\/7825\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/regulx.com\/fr\/wp-json\/wp\/v2\/media\/7828"}],"wp:attachment":[{"href":"https:\/\/regulx.com\/fr\/wp-json\/wp\/v2\/media?parent=7825"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/regulx.com\/fr\/wp-json\/wp\/v2\/categories?post=7825"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/regulx.com\/fr\/wp-json\/wp\/v2\/tags?post=7825"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}