{"id":8617,"date":"2026-03-07T08:19:51","date_gmt":"2026-03-07T01:19:51","guid":{"rendered":"https:\/\/inrealitysolutions.com\/kpi-automasi-pharmacy-dashboard\/"},"modified":"2026-03-07T15:30:03","modified_gmt":"2026-03-07T08:30:03","slug":"kpi-automasi-pharmacy-dashboard","status":"publish","type":"post","link":"https:\/\/inrealitysolutions.com\/id\/kpi-automasi-pharmacy-dashboard\/","title":{"rendered":"KPI Automasi Pharmacy: Panduan Lengkap untuk Dashboard, Reporting, dan Monitoring Alur Kerja"},"content":{"rendered":"<article>\n<h1 id=\"kpi-automasi-pharmacy-panduan-lengkap-untuk-dashboard-reporting-dan-monitoring-alur-kerja\"><img fetchpriority=\"high\" decoding=\"async\" class=\"aligncenter size-full wp-image-8634\" src=\"https:\/\/inrealitysolutions.com\/wp-content\/uploads\/2026\/03\/New-Prod-14.jpg\" alt=\"\" width=\"1080\" height=\"1080\" srcset=\"https:\/\/inrealitysolutions.com\/wp-content\/uploads\/2026\/03\/New-Prod-14.jpg 1080w, https:\/\/inrealitysolutions.com\/wp-content\/uploads\/2026\/03\/New-Prod-14-300x300.jpg 300w, https:\/\/inrealitysolutions.com\/wp-content\/uploads\/2026\/03\/New-Prod-14-1024x1024.jpg 1024w, https:\/\/inrealitysolutions.com\/wp-content\/uploads\/2026\/03\/New-Prod-14-150x150.jpg 150w, https:\/\/inrealitysolutions.com\/wp-content\/uploads\/2026\/03\/New-Prod-14-768x768.jpg 768w, https:\/\/inrealitysolutions.com\/wp-content\/uploads\/2026\/03\/New-Prod-14-12x12.jpg 12w\" sizes=\"(max-width: 1080px) 100vw, 1080px\" \/>KPI Automasi Pharmacy: Panduan Lengkap untuk Dashboard, Reporting, dan Monitoring Alur Kerja<\/h1>\n<p>KPI automasi pharmacy adalah metrik kunci yang mengukur efisiensi, akurasi, dan performa sistem automasi di apotek\u2014dari penerimaan resep hingga pengiriman obat. Definisi dan kategori KPI untuk instalasi farmasi dapat dirujuk di <a href=\"https:\/\/id.scribd.com\/presentation\/443446126\/KPI-Ka-Instalasi\">slide panduan indikator instalasi farmasi<\/a> dan <a href=\"https:\/\/journal.cattleyadf.org\/index.php\/jatilima\/article\/download\/433\/365\/\">riset yang menunjukkan automasi dapat menurunkan kesalahan dispensing secara signifikan<\/a>. Lihat juga pembahasan praktis di <a href=\"https:\/\/inrealitysolutions.com\/id\/kesalahan-automasi-pharmacy-dasar\/\">kesalahan automasi pharmacy \u2014 dasar<\/a>.<\/p>\n<h2 id=\"ringkasan-cepat\">Ringkasan Cepat<\/h2>\n<ul class=\"key-takeaways\">\n<li>Kenali KPI utama: throughput, OEE, accuracy, rework, inventory metrics.<\/li>\n<li>Desain dashboard yang ringkas &amp; role\u2011based untuk monitoring real\u2011time dan reporting periodik.<\/li>\n<li>Arsitektur data: collectors \u2192 ETL \u2192 data warehouse \u2192 BI; kombinasi real\u2011time &amp; event\u2011driven.<\/li>\n<li>Implementasi praktik: data validation, pilot, playbook incident, dan automation untuk distribusi laporan.<\/li>\n<li>Gunakan sumber panduan resmi (panduan KPI instalasi, MOH, studi operasional) untuk benchmark.<\/li>\n<\/ul>\n<nav class=\"toc\" aria-label=\"Daftar Isi\"><strong>Daftar Isi<\/strong><\/p>\n<ul>\n<li><a href=\"#apa-itu-kpi-automasi-pharmacy-definisi-ruang-lingkup\">Apa itu KPI automasi pharmacy (definisi &amp; ruang lingkup)<\/a><\/li>\n<li><a href=\"#kpi-utama-yang-direkomendasikan\">KPI utama yang direkomendasikan<\/a><\/li>\n<li><a href=\"#sumber-data-dan-arsitektur-integrasi-untuk-kpi\">Sumber data &amp; arsitektur integrasi untuk KPI<\/a><\/li>\n<li><a href=\"#desain-dashboard-automasi\">Desain Dashboard Automasi<\/a><\/li>\n<li><a href=\"#reporting-automasi-format-frekuensi-dan-otomasi-distribusi\">Reporting Automasi \u2014 format, frekuensi &amp; otomasi distribusi<\/a><\/li>\n<li><a href=\"#monitoring-alur-kerja-end-to-end-workflow-monitoring-alerting\">Monitoring Alur Kerja (end\u2011to\u2011end)<\/a><\/li>\n<li><a href=\"#teknis-dan-integrasi-arsitektur-vendor-keamanan-data\">Teknis &amp; Integrasi \u2014 arsitektur, vendor &amp; keamanan data<\/a><\/li>\n<li><a href=\"#studi-kasus-singkat\">Studi Kasus singkat<\/a><\/li>\n<li><a href=\"#langkah-implementasi-praktis-checklist\">Langkah Implementasi Praktis &amp; Checklist<\/a><\/li>\n<li><a href=\"#tantangan-umum-dan-cara-mitigasi\">Tantangan umum &amp; cara mitigasi<\/a><\/li>\n<li><a href=\"#faq\">FAQ<\/a><\/li>\n<li><a href=\"#mengapa-inreality-solutions-cocok-untuk-proyek-automasi-dashboard-anda\">Mengapa InReality Solutions cocok<\/a><\/li>\n<li><a href=\"#kesimpulan-cta\">Kesimpulan &amp; CTA<\/a><\/li>\n<\/ul>\n<\/nav>\n<h2 id=\"apa-itu-kpi-automasi-pharmacy-definisi-ruang-lingkup\">Apa itu kpi automasi pharmacy (definisi &amp; ruang lingkup)<\/h2>\n<h3 id=\"definisi-singkat-dan-ruang-lingkup\">Definisi singkat dan ruang lingkup<\/h3>\n<p>KPI automasi pharmacy mengukur metrik operasional, kualitas, keuangan, dan pengalaman pasien sepanjang alur: receiving \u2192 verification \u2192 dispensing \u2192 QC \u2192 delivery. Definisi dan kategori dilaporkan pada materi <a href=\"https:\/\/id.scribd.com\/presentation\/443446126\/KPI-Ka-Instalasi\">panduan KPI instalasi farmasi<\/a> dan pembahasan praktik di <a href=\"https:\/\/inrealitysolutions.com\/id\/kesalahan-automasi-pharmacy-dasar\/\">InReality Solutions \u2014 kesalahan automasi pharmacy<\/a>.<\/p>\n<h3 id=\"mengapa-kpi-ini-penting-untuk-roi-dan-kepatuhan\">Mengapa KPI ini penting untuk ROI dan kepatuhan<\/h3>\n<p>Tanpa KPI terukur, investasi automasi berisiko tidak mencapai ROI optimal. Penelitian menunjukkan automasi mampu mengurangi kesalahan manusia dan mempercepat throughput resep\u2014faktor krusial bagi kepatuhan dan patient safety. Lihat studi dampak automasi dan throughput <a href=\"https:\/\/journal.cattleyadf.org\/index.php\/jatilima\/article\/download\/433\/365\/\">di sini<\/a> dan ringkasan praktik integrasi di <a href=\"https:\/\/inrealitysolutions.com\/id\/kpi-automasi-hospital-dashboard\/\">InReality Solutions \u2014 KPI automasi hospital<\/a>.<\/p>\n<h2 id=\"kpi-utama-yang-direkomendasikan\">KPI utama yang direkomendasikan (daftar, rumus &amp; benchmark)<\/h2>\n<h3 id=\"daftar-kpi-esensial-definisi-rumus-benchmark\">Daftar KPI esensial (definisi \u2192 rumus \u2192 benchmark)<\/h3>\n<ul>\n<li><strong>Throughput resep per jam<\/strong>: Total resep diproses \/ jam operasional. Benchmark adaptasi industri tersedia di <a href=\"https:\/\/id.scribd.com\/presentation\/443446126\/KPI-Ka-Instalasi\">panduan KPI instalasi<\/a>.<\/li>\n<li><strong>Waktu siklus rata-rata (receive \u2192 dispense)<\/strong>: Total waktu semua siklus \/ jumlah resep. Referensi contoh perhitungan tersedia di panduan internal dan <a href=\"https:\/\/inrealitysolutions.com\/id\/kesalahan-automasi-pharmacy-dasar\/\">InReality Solutions<\/a>.<\/li>\n<li><strong>First\u2011time accuracy rate<\/strong>: (Resep akurat pertama kali \/ Total resep) \u00d7 100%. Lihat juga <a href=\"https:\/\/pharmacy.moh.gov.my\/sites\/default\/files\/document-upload\/panduan-indikator-pelan-tindakan-pharmqiis.pdf\">Panduan indikator MOH<\/a> untuk target kualitas.<\/li>\n<li><strong>Rework\/correction rate<\/strong>: (Resep yang diperbaiki \/ Total resep) \u00d7 100%.<\/li>\n<li><strong>Inventory turnover<\/strong>: Biaya obat terjual \/ rata\u2011rata inventory. Lihat contoh dashboard warehouse di <a href=\"https:\/\/inrealitysolutions.com\/id\/kpi-automasi-warehouse-dashboard-monitoring\/\">InReality Solutions \u2014 warehouse dashboard<\/a>.<\/li>\n<li><strong>Stockout frequency<\/strong>: (Hari stockout \/ Total hari) \u00d7 100%.<\/li>\n<li><strong>OEE (Overall Equipment Effectiveness)<\/strong>: Availability \u00d7 Performance \u00d7 Quality. Benchmark OEE diadaptasi dari studi operasional (lihat riset terkait).<\/li>\n<li>Cost per dispense, On\u2011time delivery rate, Patient wait time\/satisfaction, Compliance &amp; audit exceptions \u2014 definisikan sesuai panduan dan sumber standar industri.<\/li>\n<\/ul>\n<p>Catatan: setiap angka benchmark harus dipilih berdasarkan data internal dan sumber panduan yang tercantum; contoh perhitungan internal harus ditandai sebagai \u201ccontoh\u201d.<\/p>\n<h2 id=\"sumber-data-dan-arsitektur-integrasi-untuk-kpi\">Sumber data &amp; arsitektur integrasi untuk KPI<\/h2>\n<ul>\n<li><strong>Sumber data utama<\/strong>: Pharmacy Management System (PMS), PLC\/mesin automasi, EHR, POS, WMS, serta log mesin. Lihat panduan indikator MOH untuk format data contoh.<\/li>\n<li><strong>Arsitektur umum<\/strong>: Collectors \u2192 ETL \u2192 Data Warehouse \u2192 BI layer (dashboard automasi). Frekuensi integrasi: polling real\u2011time untuk OEE vs event\u2011driven untuk scan events \u2014 perbandingan real\u2011time\/event\u2011driven dijelaskan di <a href=\"https:\/\/hastabuanaraya.com\/aircraft-turnaround-time-untuk-pesawat-kargo-udara\">contoh integrasi real\u2011time vs event-driven<\/a> dan pada sumber InReality terkait <a href=\"https:\/\/inrealitysolutions.com\/id\/kpi-automasi-logistics-dashboard-monitoring\/\">logistics dashboard<\/a>.<\/li>\n<\/ul>\n<h2 id=\"desain-dashboard-automasi\">Desain Dashboard Automasi (layout, visualisasi, role\u2011based views)<\/h2>\n<h3 id=\"prinsip-desain-kpi-ringkasan\">Prinsip desain &amp; KPI ringkasan<\/h3>\n<p>Gunakan snapshot 24h\/7d\/30d, status warna (hijau\/amber\/red), dan trend arrows. Visualisasi yang efektif: time series, heatmap, funnel, SLA gauges.<\/p>\n<h3 id=\"panel-per-area-dispensing-inventory-maintenance-kualitas\">Panel per area: dispensing, inventory, maintenance, kualitas<\/h3>\n<p>Buat panel terpisah untuk tiap area sehingga pengguna dapat drill\u2011down dari ringkasan ke transaksi individual dan logs.<\/p>\n<h3 id=\"role-based-manager-operator-teknisi\">Role\u2011based: manager (overview), operator (real\u2011time alerts), teknisi (maintenance logs)<\/h3>\n<p>Integrasi ke Power BI \/ Tableau untuk reporting formal dapat diterapkan sesuai contoh teknis dasar dan skrip otomatisasi laporan (<a href=\"https:\/\/inrealitysolutions.com\/id\/apps-script-automation-daily-report\/\">contoh apps script automation<\/a>).<\/p>\n<h2 id=\"reporting-automasi-format-frekuensi-dan-otomasi-distribusi\">Reporting Automasi \u2014 format, frekuensi &amp; otomasi distribusi<\/h2>\n<ul>\n<li><strong>Frekuensi<\/strong>: Harian untuk operasi; mingguan untuk tren; bulanan untuk strategis.<\/li>\n<li><strong>Template<\/strong>: executive summary, KPI ringkasan, tren, root\u2011cause insight, rekomendasi tindakan.<\/li>\n<li><strong>Otomasi<\/strong>: scheduled exports (PDF\/CSV), API endpoints, conditional alerts via email\/Slack\/SMS (mis. OEE &lt; threshold \u2192 notifikasi). Implementasi contoh pelaporan dapat disesuaikan dengan pedoman teknis dan tender yang relevan.<\/li>\n<\/ul>\n<h2 id=\"monitoring-alur-kerja-end-to-end-workflow-monitoring-alerting\">Monitoring Alur Kerja (end\u2011to\u2011end workflow monitoring &amp; alerting)<\/h2>\n<h3 id=\"mapping-proses-checkpoints\">Mapping proses &amp; checkpoints<\/h3>\n<p>Instrumentasikan nodes: scan receiving, verification timestamp, dispense event, QC sign\u2011off, delivery confirmation. Setiap node harus menghasilkan event log untuk traceability.<\/p>\n<h3 id=\"indikator-kesehatan-tiap-node-dan-sla-thresholds\">Indikator kesehatan tiap node &amp; SLA thresholds<\/h3>\n<p>Terapkan tiered alerting: warning \u2192 critical; tentukan SLA (mis. verification &lt; 2 menit, disesuaikan dengan operasi).<\/p>\n<h3 id=\"real-time-vs-batch-analytics\">Real\u2011time vs batch analytics<\/h3>\n<p>Real\u2011time untuk deteksi dan rerouting; batch untuk trending dan root\u2011cause analysis. Perbandingan integrasi real\u2011time\/event\u2011driven dibahas dalam referensi arsitektur di atas.<\/p>\n<h2 id=\"teknis-dan-integrasi-arsitektur-vendor-keamanan-data\">Teknis &amp; Integrasi \u2014 arsitektur, vendor &amp; keamanan data<\/h2>\n<ul>\n<li>Teknologi: middleware telemetry, BI tools (Power BI\/Tableau), integrasi PLC, RPA\/Agentic AI untuk orkestrasi alur kerja.<\/li>\n<li>Keamanan: gunakan RBAC, enkripsi at\u2011rest\/in\u2011transit, audit trail sesuai panduan MOH (<a href=\"https:\/\/pharmacy.moh.gov.my\/sites\/default\/files\/document-upload\/panduan-indikator-pelan-tindakan-pharmqiis.pdf\">contoh MOH<\/a>).<\/li>\n<\/ul>\n<h2 id=\"studi-kasus-singkat\">Studi Kasus singkat (anonimisasi)<\/h2>\n<p>Contoh: Rantai apotek (anonim) baseline: siklus 15 menit \u2192 setelah dashboard + reporting + monitoring: siklus turun 40% \u2192 validasi dan scaling dilakukan via pilot. Data kasus ini bersifat internal\/anonimized; verifikasi diperlukan pada dataset klien sebelum klaim final.<\/p>\n<h2 id=\"langkah-implementasi-praktis-checklist\">Langkah Implementasi Praktis &amp; Checklist (ringkas)<\/h2>\n<ol>\n<li>Inventarisasi sumber data (PMS, PLC, EHR, POS, WMS).<\/li>\n<li>Definisikan 8\u201312 KPI &amp; benchmark awal (gunakan sumber tepercaya seperti panduan KPI instalasi dan studi).<\/li>\n<li>Desain dashboard ringkasan &amp; role views.<\/li>\n<li>Setup ETL + validasi data (deduplikasi, outlier detection).<\/li>\n<li>Implement reporting automasi + conditional alerts.<\/li>\n<li>Bangun monitoring alur kerja + playbook eskalasi.<\/li>\n<li>Pilot 1 shift\/line \u2192 training \u2192 iterate.<\/li>\n<\/ol>\n<h2 id=\"tantangan-umum-dan-cara-mitigasi\">Tantangan umum &amp; cara mitigasi (singkat)<\/h2>\n<ul>\n<li><strong>Data quality<\/strong>: ETL validation, data contracts.<\/li>\n<li><strong>Resistance to change<\/strong>: pilot, stakeholder demos, training.<\/li>\n<li><strong>Downtime integrasi<\/strong>: fallback manual, retry logic.<\/li>\n<li><strong>Compliance<\/strong>: enkripsi, RBAC, retention policy.<\/li>\n<\/ul>\n<h2 id=\"faq\">FAQ<\/h2>\n<div class=\"faq\">\n<ol>\n<li><strong>Apa KPI paling penting?<\/strong>Throughput dan OEE untuk performa operasional; accuracy untuk kualitas. (Lihat referensi studi dan panduan KPI instalasi.)<\/li>\n<li><strong>Frekuensi reporting?<\/strong>Harian untuk operasi; mingguan\/bulanan untuk tren dan strategi.<\/li>\n<li><strong>Bagaimana monitoring mengurangi kesalahan?<\/strong>Dengan checkpoint real\u2011time dan SLA alerts yang mendeteksi rework dini serta memungkinkan rerouting\/pause sebelum dispensing.<\/li>\n<li><strong>Tools dashboard apa yang umum?<\/strong>Power BI \/ Tableau, terintegrasi ke middleware telemetry dan sistem ETL.<\/li>\n<li><strong>Bagaimana menghitung OEE?<\/strong>OEE = Availability \u00d7 Performance \u00d7 Quality (rumus standar, gunakan definisi operasional untuk masing\u2011masing faktor).<\/li>\n<\/ol>\n<\/div>\n<h2 id=\"mengapa-inreality-solutions-cocok-untuk-proyek-automasi-dashboard-anda\">Mengapa InReality Solutions cocok untuk proyek automasi &amp; dashboard Anda<\/h2>\n<ul>\n<li>Keahlian integrasi telemetry \u2192 BI; pengalaman end\u2011to\u2011end (data \u2192 dashboard \u2192 alerting). Lihat penawaran dan harga di <a href=\"https:\/\/inrealitysolutions.com\/id\/harga-automasi-ai-healthcare-panduan\/\">InReality Solutions \u2014 panduan harga &amp; automasi<\/a>.<\/li>\n<li>Kapabilitas Agentic AI \/ Agen AI untuk orkestrasi alur kerja dan Automasi Proses Bisnis (BPA).<\/li>\n<li>Pendekatan security\u2011aware (compliance, PHI handling) dan dukungan implementasi serta training.<\/li>\n<li>Internal link: <a href=\"\/id\/solusi-automasi\/\">\/solusi-automasi<\/a> \u2022 <a href=\"\/id\/portofolio\/dashboard-automasi\/\">\/portofolio\/dashboard-automasi<\/a><\/li>\n<\/ul>\n<h2 id=\"kesimpulan-cta\">Kesimpulan &amp; CTA<\/h2>\n<p>KPI automasi pharmacy adalah pondasi untuk memastikan sistem automasi di apotek memberikan efisiensi, akurasi, dan kepatuhan. Mulai dengan definisi KPI, desain dashboard automasi, reporting automasi berkala, dan monitoring alur kerja yang terinstrumentasi. InReality Solutions siap membantu pilot dashboard automasi, integrasi data, dan playbook monitoring \u2014 minta demo atau konsultasi untuk evaluasi kebutuhan Anda: <a href=\"\/id\/demo-dashboard\/\">\/demo-dashboard<\/a> \u2022 <a href=\"\/id\/resources\/checklist-kpi-automasi-pharmacy\/\">\/resources\/checklist-kpi-automasi-pharmacy<\/a>.<\/p>\n<hr \/>\n<section aria-label=\"Sumber dan referensi\">\n<h3 id=\"catatan-sumber-kunci\">Catatan sumber kunci<\/h3>\n<ul>\n<li>Definisi &amp; kategori KPI instalasi farmasi: <a href=\"https:\/\/id.scribd.com\/presentation\/443446126\/KPI-Ka-Instalasi\">https:\/\/id.scribd.com\/presentation\/443446126\/KPI-Ka-Instalasi<\/a><\/li>\n<li>Dampak automasi pada error &amp; throughput: <a href=\"https:\/\/journal.cattleyadf.org\/index.php\/jatilima\/article\/download\/433\/365\/\">https:\/\/journal.cattleyadf.org\/index.php\/jatilima\/article\/download\/433\/365\/<\/a><\/li>\n<li>Panduan indikator &amp; compliance farmasi (MOH): <a href=\"https:\/\/pharmacy.moh.gov.my\/sites\/default\/files\/document-upload\/panduan-indikator-pelan-tindakan-pharmqiis.pdf\">https:\/\/pharmacy.moh.gov.my\/sites\/default\/files\/document-upload\/panduan-indikator-pelan-tindakan-pharmqiis.pdf<\/a><\/li>\n<li>Real\u2011time vs event\u2011driven integration contoh: <a href=\"https:\/\/hastabuanaraya.com\/aircraft-turnaround-time-untuk-pesawat-kargo-udara\">https:\/\/hastabuanaraya.com\/aircraft-turnaround-time-untuk-pesawat-kargo-udara<\/a><\/li>\n<li>Teknis reporting &amp; BI integration contoh: <a href=\"https:\/\/www.jdn.gov.my\/wp-content\/uploads\/2026\/01\/DOKUMEN-UTAMA-TENDER-PENYELENGGARAAN-MYSEJAHTERA.pdf\">https:\/\/www.jdn.gov.my\/wp-content\/uploads\/2026\/01\/DOKUMEN-UTAMA-TENDER-PENYELENGGARAAN-MYSEJAHTERA.pdf<\/a><\/li>\n<li>Referensi InReality Solutions terkait topik: <a href=\"https:\/\/inrealitysolutions.com\/id\/kesalahan-automasi-pharmacy-dasar\/\">kesalahan automasi pharmacy \u2014 dasar<\/a>, <a href=\"https:\/\/inrealitysolutions.com\/id\/kpi-automasi-hospital-dashboard\/\">kpi automasi hospital dashboard<\/a>, <a href=\"https:\/\/inrealitysolutions.com\/id\/kpi-automasi-warehouse-dashboard-monitoring\/\">kpi automasi warehouse dashboard<\/a>, <a href=\"https:\/\/inrealitysolutions.com\/id\/kpi-automasi-logistics-dashboard-monitoring\/\">kpi automasi logistics dashboard<\/a>, <a href=\"https:\/\/inrealitysolutions.com\/id\/apps-script-automation-daily-report\/\">apps script automation daily report<\/a>, <a href=\"https:\/\/inrealitysolutions.com\/id\/harga-automasi-ai-healthcare-panduan\/\">harga automasi &amp; AI healthcare \u2014 panduan<\/a>.<\/li>\n<\/ul>\n<\/section>\n<\/article>","protected":false},"excerpt":{"rendered":"<p>KPI Automasi Pharmacy: Panduan Lengkap untuk Dashboard, Reporting, dan Monitoring Alur Kerja KPI automasi pharmacy adalah metrik kunci yang mengukur efisiensi, akurasi, dan performa sistem automasi di apotek\u2014dari penerimaan resep hingga pengiriman obat. Definisi dan kategori KPI untuk instalasi farmasi dapat dirujuk di slide panduan indikator instalasi farmasi dan riset yang menunjukkan automasi dapat menurunkan [&hellip;]<\/p>","protected":false},"author":16,"featured_media":8634,"comment_status":"closed","ping_status":"open","sticky":false,"template":"elementor_canvas","format":"standard","meta":{"_uag_custom_page_level_css":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[170],"tags":[],"class_list":["post-8617","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-automations"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.5 (Yoast SEO v23.3) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>KPI Automasi Pharmacy: Dashboard &amp; 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