{"id":17037,"date":"2026-01-24T22:46:38","date_gmt":"2026-01-24T22:46:38","guid":{"rendered":"https:\/\/thinkpeak.ai\/healthcare-operational-efficiency-ai\/"},"modified":"2026-01-24T22:46:38","modified_gmt":"2026-01-24T22:46:38","slug":"saglik-hizmetlerinde-operasyonel-verimlilik-ai","status":"publish","type":"post","link":"https:\/\/thinkpeak.ai\/tr\/saglik-hizmetlerinde-operasyonel-verimlilik-ai\/","title":{"rendered":"Yapay Zeka ile Sa\u011fl\u0131k Hizmetlerinde Operasyonel Verimlili\u011fin Art\u0131r\u0131lmas\u0131"},"content":{"rendered":"<h2>EMR'nin \u00d6tesinde: 2026'da Yapay Zeka ile Sa\u011fl\u0131k Hizmetleri Operasyonel Verimlili\u011finde Devrim<\/h2>\n<p>Sa\u011fl\u0131k sekt\u00f6r\u00fc 2026 y\u0131l\u0131nda benzersiz bir krizle kar\u015f\u0131 kar\u015f\u0131ya. Her zamankinden daha fazla veriye sahibiz, ancak operasyonel verimsizlik marjlar\u0131 kurutmaya devam ediyor. H\u0131zl\u0131 dijitalle\u015fmeye ra\u011fmen idari y\u00fck ortadan kalkm\u0131\u015f de\u011fil.<\/p>\n<p>Sadece ka\u011f\u0131t y\u0131\u011f\u0131nlar\u0131ndan dijital silolara ge\u00e7ildi. Son k\u0131yaslamalar \u00e7arp\u0131c\u0131 bir tablo ortaya koymaktad\u0131r. Bir yandan <b id=\"physician-burnout-rates\">hekim t\u00fckenmi\u015flik oranlar\u0131<\/b> biraz dengelenmi\u015f olsa da 43-48% ile tehlikeli derecede y\u00fcksek kalmaya devam etmektedir. Bunun ba\u015fl\u0131ca sorumlusu klinik \u00e7al\u0131\u015fma de\u011fil.<\/p>\n<p>Bu \u201ci\u015f hakk\u0131nda i\u015f \u201dtir. Dok\u00fcmantasyon, kodlama ve talep reddi neredeyse <b id=\"25-percent-of-total-healthcare-spending\">Toplam sa\u011fl\u0131k harcamalar\u0131n\u0131n 25%'si<\/b> ABD'de. Y\u00f6neticiler ve kurucular i\u00e7in soru art\u0131k yapay zekay\u0131 benimsemeli miyiz de\u011fil.<\/p>\n<p>Pazar s\u00f6z\u00fcn\u00fc s\u00f6yledi. Sa\u011fl\u0131k hizmetlerinde k\u00fcresel yapay zeka sekt\u00f6r\u00fc <b id=\"188-billion-by-2030\">2030 y\u0131l\u0131na kadar $188 milyar<\/b>. As\u0131l zorluk, moda s\u00f6zc\u00fcklerin \u00f6tesine ge\u00e7erek ger\u00e7ek uygulamaya ge\u00e7mektir.<\/p>\n<p>Thinkpeak.ai'de, cevab\u0131n da\u011f\u0131t\u0131m\u0131 18 ay s\u00fcren ba\u015fka bir b\u00fcy\u00fck yaz\u0131l\u0131m aboneli\u011fi olmad\u0131\u011f\u0131na inan\u0131yoruz. Gelecek esnek ekosistemlere ait. Biz birle\u015ftiriyoruz <b id=\"instant-automation-templates\">anl\u0131k otomasyon \u015fablonlar\u0131<\/b> ile <b id=\"bespoke-digital-employees\">\u0131smarlama dijital \u00e7al\u0131\u015fanlar<\/b> personelinizle birlikte \u00e7al\u0131\u015f\u0131r.<\/p>\n<p>Bu k\u0131lavuz, otonom arac\u0131lar ve d\u00fc\u015f\u00fck kodlu m\u00fchendislik kullanarak operasyonel darbo\u011fazlar\u0131n nas\u0131l ortadan kald\u0131r\u0131laca\u011f\u0131n\u0131 ara\u015ft\u0131rmaktad\u0131r.<\/p>\n<h2>Sa\u011fl\u0131k Hizmetleri Operasyonlar\u0131n\u0131n Durumu: $83 Milyarl\u0131k S\u0131z\u0131nt\u0131<\/h2>\n<p>Sistemi d\u00fczeltmek i\u00e7in sorunu te\u015fhis etmeliyiz. \u0130dari karma\u015f\u0131kl\u0131k ABD sa\u011fl\u0131k sistemine tahmini olarak <b id=\"83-billion-annually\">Y\u0131ll\u0131k $83 milyar<\/b>. Bu israf, geleneksel Elektronik T\u0131bbi Kay\u0131tlar\u0131n (EMR'ler) ba\u015far\u0131s\u0131z oldu\u011fu \u00fc\u00e7 alanda ortaya \u00e7\u0131kmaktad\u0131r.<\/p>\n<h3>Gelir D\u00f6ng\u00fcs\u00fc Tuza\u011f\u0131<\/h3>\n<p>Tazminat taleplerinin reddi art\u0131yor. Sa\u011flay\u0131c\u0131lar, halihaz\u0131rda sa\u011flad\u0131klar\u0131 bak\u0131m i\u00e7in \u00f6deme alabilmek i\u00e7in sigortac\u0131larla m\u00fccadele ederek milyarlarca dolar harc\u0131yor. Bu <b id=\"revenue-cycle-trap\">Gelir D\u00f6ng\u00fcs\u00fc Tuza\u011f\u0131<\/b> hasta bak\u0131m\u0131na gitmesi gereken kaynaklar\u0131 t\u00fcketir.<\/p>\n<h3>Hasta Eri\u015fiminde S\u00fcrt\u00fcnme<\/h3>\n<p>Online portallara ra\u011fmen, rezervasyon yapt\u0131rmama oranlar\u0131 yakla\u015f\u0131k 7%'ye y\u00fckselmi\u015ftir. Bu <b id=\"patient-access-friction\">Hasta Eri\u015fiminde S\u00fcrt\u00fcnme<\/b> kay\u0131p gelir ve at\u0131l kaynaklar a\u00e7\u0131s\u0131ndan sekt\u00f6re milyarlarca dolara mal olmaktad\u0131r.<\/p>\n<h3>Klinik \u201cPijama Zaman\u0131\u201d<\/h3>\n<p>Hekimler her gece dok\u00fcmantasyon i\u00e7in saatler harc\u0131yor. Bu <b id=\"clinical-pajama-time\">Klinik Pijama Zaman\u0131<\/b> sa\u011fl\u0131k \u00e7al\u0131\u015fan\u0131 a\u00e7\u0131\u011f\u0131n\u0131 do\u011frudan tetikliyor. \u00c7\u00f6z\u00fcm, evrak i\u015flerini y\u00f6netmek i\u00e7in daha fazla personel i\u015fe almak de\u011fil; manuel i\u015fleri tamamen ortadan kald\u0131rmakt\u0131r.<\/p>\n<p>Da\u011f\u0131tarak <b id=\"healthcare-operational-efficiency-with-ai\">Yapay zeka ile sa\u011fl\u0131k hizmetlerinde operasyonel verimlilik<\/b>, kurulu\u015flar kaybedilen gelir ve zaman\u0131 geri kazanabilir.<\/p>\n<h2>Kademe 1: An\u0131nda Verimlilik (\u201cTak ve \u00c7al\u0131\u015ft\u0131r\u201d Yakla\u015f\u0131m\u0131)<\/h2>\n<p>Pek \u00e7ok lider, otomasyonun BT'nin tamamen elden ge\u00e7irilmesini gerektirdi\u011finden korkuyor. Bu bir efsanedir. Thinkpeak.ai Automation Marketplace arac\u0131l\u0131\u011f\u0131yla klinikler, Epic veya Salesforce gibi sistemlerin \u00fczerine oturan i\u015f ak\u0131\u015flar\u0131n\u0131 da\u011f\u0131tabilir.<\/p>\n<h3>Hastaya Eri\u015fim Krizinin \u00c7\u00f6z\u00fcm\u00fc<\/h3>\n<p>Klini\u011finizin \u201c\u00f6n kap\u0131s\u0131\u201d genellikle bir darbo\u011fazd\u0131r. Manuel triyaj ve telefon etiketi k\u00f6t\u00fc bir deneyim yarat\u0131r. Biz bu sorunu <b id=\"inbound-lead-qualifier\">Inbound Potansiyel M\u00fc\u015fteri Niteleyici<\/b>.<\/p>\n<p>Statik bir form yerine, bu sistem hemen harekete ge\u00e7er:<\/p>\n<ul>\n<li>WhatsApp veya E-posta yoluyla sorulara an\u0131nda ba\u011flan\u0131r.<\/li>\n<li>Triyaj sorular\u0131 sormak, sigorta ve aciliyeti kontrol etmek i\u00e7in yapay zeka kullan\u0131r.<\/li>\n<li>Randevular\u0131 yaln\u0131zca m\u00fc\u015fteri aday\u0131 nitelikli oldu\u011funda almak i\u00e7in yaz\u0131l\u0131m\u0131n\u0131zla aray\u00fcz olu\u015fturur.<\/li>\n<\/ul>\n<h3>Hasta Eri\u015fimini ve E\u011fitimini Otomatikle\u015ftirme<\/h3>\n<p>Pazarlama empati ve otorite gerektirir. Ancak, bir blogu s\u00fcrd\u00fcrmek zaman al\u0131c\u0131d\u0131r. Bizim <b id=\"seo-first-blog-architect\">SEO \u00d6ncelikli Blog Mimar\u0131<\/b> uygulamalar\u0131n yerel aramaya hakim olmas\u0131na yard\u0131mc\u0131 olur.<\/p>\n<p>\u201cYak\u0131n\u0131mdaki pediatrik acil bak\u0131m\u201d gibi y\u00fcksek de\u011ferli anahtar kelimeleri otomatik olarak ara\u015ft\u0131r\u0131r. Ard\u0131ndan, zaman\u0131n\u0131z\u0131 almadan trafik \u00e7ekmek i\u00e7in t\u0131bbi a\u00e7\u0131dan do\u011fru i\u00e7erik olu\u015fturur.<\/p>\n<h2>Kademe 2: \u201cDijital \u00c7al\u0131\u015fan\u201d (Ismarlama Yapay Zeka Ajanlar\u0131)<\/h2>\n<p>B\u00fcy\u00fck kurulu\u015flar genellikle genel ara\u00e7lar\u0131n i\u015fleyemeyece\u011fi benzersiz bir mant\u0131\u011fa sahiptir. Bunun i\u00e7in <b id=\"bespoke-engineering\">Ismarlama M\u00fchendislik<\/b> ve <b id=\"custom-ai-agent-development\">\u00d6zel Yapay Zeka Arac\u0131 Geli\u015ftirme<\/b>. Bunlar\u0131 \u201cDijital \u00c7al\u0131\u015fanlar\u201d olarak d\u00fc\u015f\u00fcn\u00fcn.\u201d<\/p>\n<h3>Gelir D\u00f6ng\u00fcs\u00fc Y\u00f6netiminde (RCM) Devrim Yarat\u0131yor<\/h3>\n<p>RCM arka ucu genellikle da\u011f\u0131n\u0131kt\u0131r. \u0130nsan kodlay\u0131c\u0131lar, hatalara yol a\u00e7an arac\u0131 yaz\u0131l\u0131m olarak hareket eder. Biz kullan\u0131yoruz <b id=\"complex-business-process-automation\">Karma\u015f\u0131k \u0130\u015f S\u00fcre\u00e7leri Otomasyonu<\/b> daha iyi sistemler tasarlamak i\u00e7in.<\/p>\n<p>Ak\u0131ll\u0131 ajanlar\u0131m\u0131z yapabilir:<\/p>\n<ul>\n<li>Yap\u0131land\u0131r\u0131lmam\u0131\u015f klinik notlar\u0131 al\u0131n ve okuyun.<\/li>\n<li>Y\u00fcksek do\u011frulukla do\u011fru faturaland\u0131rma kodlar\u0131 \u00f6nerin.<\/li>\n<li>Reddedilmeleri \u00f6nlemek i\u00e7in talepleri \u00f6deme kurallar\u0131na g\u00f6re \u00f6nceden do\u011frulay\u0131n.<\/li>\n<\/ul>\n<p>Bu, faturalama ekibinizin veri giri\u015fi yerine y\u00fcksek de\u011ferli kurtarmaya odaklanmas\u0131n\u0131 sa\u011flar.<\/p>\n<h3>Tedarik Zinciri Bek\u00e7i K\u00f6pe\u011fi<\/h3>\n<p>Hastaneler s\u00fcresi dolmu\u015f envanter y\u00fcz\u00fcnden para kaybeder. Binlerce \u00f6\u011feyi bir elektronik tabloda y\u00f6netmek risklidir. Bu <b id=\"google-sheets-bulk-uploader\">Google E-Tablolar Toplu Y\u00fckleyici<\/b> verileri saniyeler i\u00e7inde temizler.<\/p>\n<p>Kal\u0131c\u0131 bir \u00e7\u00f6z\u00fcm i\u00e7in <b id=\"internal-tools\">Dahili Ara\u00e7lar<\/b> Glide veya Retool gibi platformlar\u0131 kullanarak. Bunlar, kullan\u0131m\u0131 izlemek ve yeniden s\u0131ralamay\u0131 otomatikle\u015ftirmek i\u00e7in mobil dostu g\u00f6sterge tablolar\u0131 sa\u011flar.<\/p>\n<h2>Sat\u0131n Almaya Kar\u015f\u0131 \u0130n\u015fa Etmek: D\u00fc\u015f\u00fck Kod Avantaj\u0131<\/h2>\n<p>Ge\u00e7mi\u015fte, \u00f6zel uygulamalar \u00e7ok pahal\u0131yd\u0131 veya \u015fi\u015firilmi\u015f sat\u0131c\u0131 mod\u00fcllerine dayan\u0131yordu. \u00dc\u00e7\u00fcnc\u00fc bir yol daha var: <b id=\"low-code-development\">D\u00fc\u015f\u00fck Kodlu Geli\u015ftirme<\/b>.<\/p>\n<p>Haftalar i\u00e7inde g\u00fcvenli uygulamalar olu\u015fturmak i\u00e7in FlutterFlow gibi platformlardan yararlan\u0131yoruz. Bu yakla\u015f\u0131m \u00e7e\u015fitli avantajlar sunuyor:<\/p>\n<ul>\n<li><b>SaaS MVP'leri:<\/b> Kurucular ba\u015flatabilir <b id=\"saas-mvps\">SaaS MVP'leri<\/b> maliyetinin bir k\u0131sm\u0131na.<\/li>\n<li><b>Hasta Portallar\u0131:<\/b> Hastalar\u0131n tahlil sonu\u00e7lar\u0131n\u0131 g\u00f6r\u00fcnt\u00fcleyebilmeleri ve doktorlarla sohbet edebilmeleri i\u00e7in \u00f6zel uygulamalar olu\u015fturun.<\/li>\n<li><b>Birlikte \u00c7al\u0131\u015fabilirlik K\u00f6pr\u00fcleri:<\/b> Eski faturalama sistemlerini modern CRM'lere sorunsuz bir \u015fekilde ba\u011flay\u0131n.<\/li>\n<\/ul>\n<h2>Uygulama Yol Haritas\u0131: Nas\u0131l Ba\u015flan\u0131r<\/h2>\n<p>Verimlili\u011fe ula\u015fmak bir yolculuktur. Yat\u0131r\u0131m getirisini en \u00fcst d\u00fczeye \u00e7\u0131karmak i\u00e7in a\u015famal\u0131 bir yakla\u015f\u0131m \u00f6neriyoruz.<\/p>\n<h3>1. A\u015fama: \u201cD\u00fc\u015f\u00fck As\u0131l\u0131 Meyve\u201d (1-4. Haftalar)<\/h3>\n<p>Y\u00fcksek hacimli, kural tabanl\u0131 g\u00f6revlere odaklan\u0131n. Randevular\u0131 otomatikle\u015ftirmek i\u00e7in Inbound Lead Qualifier'\u0131 kullan\u0131n. Sat\u0131c\u0131 s\u00f6zle\u015fmelerini kolayla\u015ft\u0131rmak i\u00e7in yapay zeka kullan\u0131n. Hedef, haftada 10-15 saati serbest b\u0131rakmakt\u0131r.<\/p>\n<h3>2. A\u015fama: Veri Birle\u015ftirme (2-3 Ay)<\/h3>\n<p>Verilerinizi temizleyin. Veritabanlar\u0131n\u0131 sterilize etmek i\u00e7in toplu y\u00fckleme ara\u00e7lar\u0131n\u0131 kullan\u0131n. Verileri g\u00f6rselle\u015ftirmek i\u00e7in \u0131smarlama bir y\u00f6netici paneli g\u00f6revlendirin. Bu, \u201celektronik tablo yorgunlu\u011funu\u201d ortadan kald\u0131r\u0131r.\u201d<\/p>\n<h3>A\u015fama 3: Yapay Zeka D\u00f6n\u00fc\u015f\u00fcm\u00fc (4+ Ay)<\/h3>\n<p>Otonom arac\u0131lar\u0131 temel i\u015f mant\u0131\u011f\u0131na da\u011f\u0131t\u0131n. Gelir d\u00f6ng\u00fcs\u00fc y\u00f6netimi i\u00e7in \u00f6zel arac\u0131lar uygulay\u0131n. Bu, yap\u0131sal maliyet d\u00fc\u015f\u00fc\u015f\u00fcne yol a\u00e7ar.<\/p>\n<h2>Sonu\u00e7<\/h2>\n<p>2026'da ba\u015far\u0131l\u0131 olan kurulu\u015flar, i\u015f g\u00fc\u00e7lerini yapay zeka ile g\u00fc\u00e7lendirenler olacak. \u0130ster i\u015fe gelmeme oranlar\u0131n\u0131 d\u00fc\u015f\u00fcrmek ister geliri geri kazanmak olsun, ara\u00e7lar bug\u00fcn mevcut.<\/p>\n<p>Thinkpeak.ai bu d\u00f6n\u00fc\u015f\u00fcmde orta\u011f\u0131n\u0131zd\u0131r. Statik operasyonlar\u0131 dinamik bir ekosisteme d\u00f6n\u00fc\u015ft\u00fcrmek i\u00e7in altyap\u0131 sa\u011fl\u0131yoruz.<\/p>\n<p style=\"text-align: center;\">\n    <a href=\"https:\/\/thinkpeak.ai\/tr\/\" style=\"background-color: #000; color: #fff; padding: 15px 30px; text-decoration: none; font-weight: bold; border-radius: 5px;\">Kendi Kendini Y\u00f6neten Sa\u011fl\u0131k Hizmetleri Operasyonlar\u0131n\u0131z\u0131 Bug\u00fcn Kurun<\/a>\n<\/p>\n<h2>Kaynaklar<\/h2>\n<ul>\n<li>Medscape Hekim T\u00fckenmi\u015fli\u011fi ve Depresyon Raporu 2023: <a href=\"https:\/\/www.medscape.com\/slideshow\/2023-lifestyle-burnout-depression-6015035\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/www.medscape.com\/slideshow\/2023-lifestyle-burnout-depression-6015035<\/a><\/li>\n<li>MarketsandMarkets - Sa\u011fl\u0131k Hizmetleri Pazar\u0131nda Yapay Zeka: <a href=\"https:\/\/www.marketsandmarkets.com\/PressReleases\/artificial-intelligence-healthcare.asp\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/www.marketsandmarkets.com\/PressReleases\/artificial-intelligence-healthcare.asp<\/a><\/li>\n<li>Sa\u011fl\u0131k \u0130\u015fleri Blogu - \u0130dari Karma\u015f\u0131kl\u0131k: <a href=\"https:\/\/www.healthaffairs.org\/do\/10.1377\/hblog20210603.737284\/full\/\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/www.healthaffairs.org\/do\/10.1377\/hblog20210603.737284\/full\/<\/a><\/li>\n<li>Harvard Business Review - Hastalar Randevular\u0131n\u0131 Neden Ka\u00e7\u0131r\u0131r? <a href=\"https:\/\/hbr.org\/2016\/12\/why-do-patients-miss-their-doctor-appointments\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/hbr.org\/2016\/12\/why-do-patients-miss-their-doctor-appointments<\/a><\/li>\n<li>CAQH Endeksi 2023 - Operasyonel ve \u0130dari Maliyetler: <a href=\"https:\/\/www.caqh.org\/insights\/reports\/2023-caqh-index\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/www.caqh.org\/insights\/reports\/2023-caqh-index<\/a><\/li>\n<\/ul>\n<h2>S\u0131k\u00e7a Sorulan Sorular (SSS)<\/h2>\n<h3>Yapay zeka hasta programlama verimlili\u011fini nas\u0131l art\u0131rabilir?<\/h3>\n<p>Yapay zeka triyaj ve rezervasyonu otomatikle\u015ftirir. Inbound Lead Qualifier gibi ara\u00e7lar hastalar\u0131n an\u0131nda ilgisini \u00e7ekiyor. Sigorta ve semptomlar\u0131 do\u011fruluyor, ard\u0131ndan do\u011frudan yer ay\u0131rtarak telefon takibini azalt\u0131yorlar.<\/p>\n<h3>D\u00fc\u015f\u00fck kodlu geli\u015ftirme sa\u011fl\u0131k uygulamalar\u0131 i\u00e7in g\u00fcvenli mi?<\/h3>\n<p>Evet, do\u011fru \u015fekilde tasarland\u0131\u011f\u0131nda. Modern platformlar kurumsal d\u00fczeyde g\u00fcvenli\u011fi destekler. \u00d6zel geli\u015ftirmemiz, veri ak\u0131\u015flar\u0131n\u0131n \u015fifrelenmesini ve uyumlu olmas\u0131n\u0131 sa\u011flayarak elektronik tablolara daha g\u00fcvenli bir alternatif sunar.<\/p>\n<h3>Bir AI Agent ile standart otomasyon aras\u0131ndaki fark nedir?<\/h3>\n<p>Standart otomasyon kat\u0131 bir senaryoyu takip eder. Bir Yapay Zeka Temsilcisi muhakeme yapabilir ve karar verebilir. Bir temsilci, bir talebin neden reddedildi\u011fini anlayabilir ve belirli bir itiraz tasla\u011f\u0131 haz\u0131rlayabilirken, standart otomasyon sadece hatay\u0131 kaydeder.<\/p>","protected":false},"excerpt":{"rendered":"<p>Yapay zeka ara\u00e7lar\u0131n\u0131n idari maliyetleri nas\u0131l azaltabilece\u011fini, gelir d\u00f6ng\u00fcs\u00fcn\u00fc nas\u0131l kolayla\u015ft\u0131rabilece\u011fini ve hasta bak\u0131m\u0131n\u0131 art\u0131rmak ve kaybedilen geliri geri kazanmak i\u00e7in personele nas\u0131l zaman kazand\u0131rabilece\u011fini ke\u015ffedin.<\/p>","protected":false},"author":2,"featured_media":17036,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[103],"tags":[],"class_list":["post-17037","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-business-process-automation"],"_links":{"self":[{"href":"https:\/\/thinkpeak.ai\/tr\/wp-json\/wp\/v2\/posts\/17037","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/thinkpeak.ai\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/thinkpeak.ai\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/thinkpeak.ai\/tr\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/thinkpeak.ai\/tr\/wp-json\/wp\/v2\/comments?post=17037"}],"version-history":[{"count":0,"href":"https:\/\/thinkpeak.ai\/tr\/wp-json\/wp\/v2\/posts\/17037\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/thinkpeak.ai\/tr\/wp-json\/wp\/v2\/media\/17036"}],"wp:attachment":[{"href":"https:\/\/thinkpeak.ai\/tr\/wp-json\/wp\/v2\/media?parent=17037"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/thinkpeak.ai\/tr\/wp-json\/wp\/v2\/categories?post=17037"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/thinkpeak.ai\/tr\/wp-json\/wp\/v2\/tags?post=17037"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}