{"id":2197,"date":"2020-05-14T09:39:55","date_gmt":"2020-05-14T09:39:55","guid":{"rendered":"https:\/\/floatbooks.com\/?p=2197"},"modified":"2025-10-16T08:10:00","modified_gmt":"2025-10-16T08:10:00","slug":"collecting-analyzing-data-to-improve-operations","status":"publish","type":"post","link":"https:\/\/floatbooks.com\/en\/collecting-analyzing-data-to-improve-operations\/","title":{"rendered":"\u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u062d\u0644\u064a\u0644\u0647\u0627 \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a"},"content":{"rendered":"

<\/h2>\n\n\n\n

\u0646\u0628\u0636 \u0627\u0644\u0645\u064a\u062f\u0627\u0646: \u0623\u062f\u0648\u0627\u062a \u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0645\u064a\u062f\u0627\u0646\u064a \u0644\u0641\u0631\u0642 \u0627\u0644\u062d\u0631\u0627\u0633\u0627\u062a \u0627\u0644\u0623\u0645\u0646\u064a\u0629<\/h2>\n\n\n\n

\u062a\u064f\u0639\u062f\u0651 \u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0645\u064a\u062f\u0627\u0646\u064a \u0644\u0641\u0631\u0642 \u0627\u0644\u062d\u0631\u0627\u0633\u0629 \u0645\u0647\u0645\u0629 \u062d\u0627\u0633\u0645\u0629 \u062a\u0636\u0645\u0646 \u0623\u0646 \u0627\u0644\u062e\u0637\u0629 \u0627\u0644\u0623\u0645\u0646\u064a\u0629 \u0627\u0644\u0645\u0648\u0636\u0648\u0639\u0629 \u062a\u064f\u0646\u0641\u0630 \u0628\u0641\u0639\u0627\u0644\u064a\u0629 \u0648\u062f\u0642\u0629. \u0641\u064a \u0627\u0644\u0639\u0635\u0631 \u0627\u0644\u0631\u0642\u0645\u064a\u060c \u062a\u062d\u0648\u0644\u062a \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0645\u0646 \u0627\u0644\u062a\u0641\u062a\u064a\u0634 \u0627\u0644\u064a\u062f\u0648\u064a \u0625\u0644\u0649 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a (Real-time Data Analytics)<\/strong>\u060c \u0645\u0645\u0627 \u064a\u064f\u0645\u0643\u0651\u0646 \u0627\u0644\u0645\u0634\u0631\u0641\u064a\u0646 \u0648\u0627\u0644\u0625\u062f\u0627\u0631\u0629 \u0645\u0646 \u0631\u0624\u064a\u0629 \u0646\u0628\u0636 \u0627\u0644\u0645\u064a\u062f\u0627\u0646 \u0628\u0648\u0636\u0648\u062d \u0641\u0627\u0626\u0642.<\/p>\n\n\n\n

\u062a\u0647\u062f\u0641 \u0623\u062f\u0648\u0627\u062a \u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0645\u064a\u062f\u0627\u0646\u064a \u0625\u0644\u0649 \u062a\u062d\u0642\u064a\u0642 \u0627\u0644\u0634\u0641\u0627\u0641\u064a\u0629\u060c \u0648\u0627\u0644\u0645\u0633\u0627\u0621\u0644\u0629\u060c \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629\u060c \u0648\u0627\u0644\u062a\u062d\u0648\u0644 \u0645\u0646 \u0642\u064a\u0627\u0633 \u0627\u0644\u0648\u062c\u0648\u062f \u0625\u0644\u0649 \u0642\u064a\u0627\u0633 \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a\u0629 \u0627\u0644\u0623\u0645\u0646\u064a\u0629 (Security Productivity)<\/strong>.<\/p>\n\n\n\n

\n\n\n
\"\"<\/figure>\n\n\n

1. \u0623\u062f\u0648\u0627\u062a \u062a\u062a\u0628\u0639 \u0627\u0644\u0645\u0648\u0642\u0639 \u0648\u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0627\u0644\u062a\u0648\u0627\u062c\u062f (Location and Presence Verification Tools)<\/h2>\n\n\n\n

\u062a\u064f\u0639\u062f \u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633 \u0627\u0644\u0630\u064a \u064a\u062b\u0628\u062a \u0623\u0646 \u0627\u0644\u062d\u0627\u0631\u0633 \u0643\u0627\u0646 \u0641\u064a \u0627\u0644\u0645\u0643\u0627\u0646 \u0627\u0644\u0635\u062d\u064a\u062d \u0648\u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0645\u062d\u062f\u062f.<\/p>\n\n\n\n

\u0623. \u0646\u0638\u0627\u0645 \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u0639\u0627\u0644\u0645\u064a (GPS Tracking)<\/h3>\n\n\n\n
    \n
  • \u0622\u0644\u064a\u0629 \u0627\u0644\u0639\u0645\u0644:<\/strong> \u064a\u062a\u0645 \u062f\u0645\u062c \u062a\u0642\u0646\u064a\u0629 GPS \u0641\u064a \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062d\u0627\u0631\u0633 \u0639\u0644\u0649 \u0627\u0644\u0647\u0648\u0627\u062a\u0641 \u0627\u0644\u0630\u0643\u064a\u0629 \u0623\u0648 \u0641\u064a \u0623\u062c\u0647\u0632\u0629 \u062a\u062a\u0628\u0639 \u0645\u062e\u0635\u0635\u0629.<\/li>\n\n\n\n
  • \u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0623\u062f\u0627\u0621:<\/strong>\n
      \n
    • \u062a\u062a\u0628\u0639 \u0627\u0644\u0645\u0633\u0627\u0631:<\/strong> \u064a\u062a\u064a\u062d \u0644\u0644\u0645\u0634\u0631\u0641\u064a\u0646 \u0631\u0624\u064a\u0629 \u0645\u0633\u0627\u0631 \u0627\u0644\u062f\u0648\u0631\u064a\u0629 \u0627\u0644\u0630\u064a \u0633\u0644\u0643\u0647 \u0627\u0644\u062d\u0627\u0631\u0633 \u0648\u0645\u0642\u0627\u0631\u0646\u062a\u0647 \u0628\u0627\u0644\u0645\u0633\u0627\u0631 \u0627\u0644\u0645\u062e\u0637\u0637 \u0644\u0647\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u0639\u062f\u0645 \u0648\u062c\u0648\u062f \u0646\u0642\u0627\u0637 \u0639\u0645\u064a\u0627\u0621 \u0645\u064f\u062a\u062c\u0627\u0647\u0644\u0629.<\/li>\n\n\n\n
    • \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0627\u0644\u0633\u064a\u0627\u062c \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a (Geofencing):<\/strong> \u062a\u062d\u062f\u064a\u062f \u0645\u0646\u0627\u0637\u0642 \u0645\u062d\u062f\u062f\u0629 \u064a\u062c\u0628 \u0623\u0646 \u064a\u062a\u0648\u0627\u062c\u062f \u0641\u064a\u0647\u0627 \u0627\u0644\u062d\u0627\u0631\u0633 \u0641\u064a \u0623\u0648\u0642\u0627\u062a \u0645\u0639\u064a\u0646\u0629. \u064a\u064f\u0635\u062f\u0631 \u0627\u0644\u0646\u0638\u0627\u0645 \u062a\u0646\u0628\u064a\u0647\u0627\u064b \u0641\u0648\u0631\u064a\u0627\u064b \u0625\u0630\u0627 \u063a\u0627\u062f\u0631 \u0627\u0644\u062d\u0627\u0631\u0633 \u0627\u0644\u0645\u0646\u0637\u0642\u0629 \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u062f\u0648\u0646 \u0625\u0630\u0646\u060c \u0645\u0645\u0627 \u064a\u064f\u0642\u064a\u0633 \u0645\u062f\u0649 \u0627\u0644\u062a\u0632\u0627\u0645\u0647 \u0628\u0627\u0644\u0645\u0646\u0637\u0642\u0629 \u0627\u0644\u0645\u062e\u0635\u0635\u0629 \u0644\u0647.<\/li>\n\n\n\n
    • \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0644\u0644\u0637\u0648\u0627\u0631\u0626:<\/strong> \u062a\u062d\u062f\u064a\u062f \u0645\u0648\u0642\u0639 \u0623\u0642\u0631\u0628 \u062d\u0627\u0631\u0633 \u0645\u0624\u0647\u0644 \u0644\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0627\u0644\u0633\u0631\u064a\u0639\u0629 \u0644\u062d\u0627\u062f\u062b \u0637\u0627\u0631\u0626.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n

      \u0628. \u0623\u0646\u0638\u0645\u0629 \u062c\u0648\u0644\u0627\u062a \u0627\u0644\u062d\u0631\u0627\u0633\u0629 \u0627\u0644\u0645\u0648\u062b\u0642\u0629 (Guard Tour Verification Systems)<\/h3>\n\n\n\n
        \n
      • \u0622\u0644\u064a\u0629 \u0627\u0644\u0639\u0645\u0644:<\/strong> \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u062b\u0644 \u0631\u0645\u0648\u0632 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0627\u0644\u0633\u0631\u064a\u0639\u0629 (QR Codes)<\/strong>\u060c \u0623\u0648 \u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0642\u0631\u064a\u0628 \u0627\u0644\u0645\u062f\u0649 (NFC Tags)<\/strong>\u060c \u0623\u0648 \u0646\u0642\u0627\u0637 \u0631\u0627\u062f\u064a\u0648 \u0644\u0627\u0633\u0644\u0643\u064a\u0629 (RFID)\u060c \u062a\u0648\u0636\u0639 \u0641\u064a \u0646\u0642\u0627\u0637 \u0627\u0644\u062a\u0641\u062a\u064a\u0634 \u0627\u0644\u062d\u0633\u0627\u0633\u0629.<\/li>\n\n\n\n
      • \u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0623\u062f\u0627\u0621:<\/strong>\n
          \n
        • \u0625\u062b\u0628\u0627\u062a \u0627\u0644\u0632\u064a\u0627\u0631\u0629:<\/strong> \u064a\u062a\u0637\u0644\u0628 \u0627\u0644\u0646\u0638\u0627\u0645 \u0645\u0646 \u0627\u0644\u062d\u0627\u0631\u0633 \u0645\u0633\u062d \u0627\u0644\u0639\u0644\u0627\u0645\u0629 \u0636\u0648\u0626\u064a\u0627\u064b \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0647\u0627\u062a\u0641\u0647 \u0644\u062a\u0633\u062c\u064a\u0644 \u0648\u0635\u0648\u0644\u0647. \u0647\u0630\u0627 \u064a\u0633\u062c\u0644 \u0622\u0644\u064a\u0627\u064b \u062e\u062a\u0645 \u0627\u0644\u0648\u0642\u062a \u0648\u0627\u0644\u0645\u0648\u0642\u0639\u060c \u0645\u0645\u0627 \u064a\u062b\u0628\u062a \u0623\u0646 \u0627\u0644\u062f\u0648\u0631\u064a\u0629 \u062a\u0645\u062a \u0628\u0627\u0644\u0643\u0627\u0645\u0644.<\/li>\n\n\n\n
        • \u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631 \u0627\u0644\u0641\u0648\u0631\u064a\u0629 \u0644\u0644\u0645\u0644\u0627\u062d\u0638\u0627\u062a:<\/strong> \u0639\u0646\u062f \u0645\u0633\u062d \u0627\u0644\u0646\u0642\u0637\u0629\u060c \u064a\u064f\u0645\u0643\u0646 \u0644\u0644\u0646\u0638\u0627\u0645 \u0623\u0646 \u064a\u0637\u0644\u0628 \u0645\u0646 \u0627\u0644\u062d\u0627\u0631\u0633 \u0625\u062f\u062e\u0627\u0644 \u0645\u0644\u0627\u062d\u0638\u0627\u062a \u0623\u0648 \u0625\u0631\u0641\u0627\u0642 \u0635\u0648\u0631\u0629 \u0639\u0646 \u062d\u0627\u0644\u0629 \u062a\u0644\u0643 \u0627\u0644\u0646\u0642\u0637\u0629 (\u0645\u062b\u0644 \u0645\u0644\u0627\u062d\u0638\u0629 \u0643\u0633\u0631 \u0632\u062c\u0627\u062c \u0623\u0648 \u062a\u0631\u0643 \u0628\u0627\u0628 \u0645\u0641\u062a\u0648\u062d).<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n
          \n\n\n\n

          2. \u0623\u062f\u0648\u0627\u062a \u0642\u064a\u0627\u0633 \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a\u0629 \u0648\u0625\u0643\u0645\u0627\u0644 \u0627\u0644\u0645\u0647\u0627\u0645 (Productivity and Task Completion Tools)<\/h2>\n\n\n\n

          \u062a\u064f\u0631\u0643\u0632 \u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0639\u0644\u0649 \u0642\u064a\u0627\u0633 “\u0645\u0627\u0630\u0627 \u0641\u0639\u0644” \u0627\u0644\u062d\u0627\u0631\u0633 \u0648\u0644\u064a\u0633 \u0641\u0642\u0637 “\u0623\u064a\u0646 \u0643\u0627\u0646”.<\/p>\n\n\n\n

          \u0623. \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u0647\u0627\u0645 \u0648\u0642\u0648\u0627\u0626\u0645 \u0627\u0644\u0645\u0631\u0627\u062c\u0639\u0629 (Task Management Apps)<\/h3>\n\n\n\n
            \n
          • \u0622\u0644\u064a\u0629 \u0627\u0644\u0639\u0645\u0644:<\/strong> \u064a\u062a\u0645 \u062a\u0639\u064a\u064a\u0646 \u0642\u0648\u0627\u0626\u0645 \u0645\u0647\u0627\u0645 \u0645\u062d\u062f\u062f\u0629 (Checklists) \u0644\u0643\u0644 \u0646\u0648\u0628\u0629 \u0639\u0628\u0631 \u0627\u0644\u062a\u0637\u0628\u064a\u0642 (\u0645\u062b\u0644\u0627\u064b: \u0641\u062d\u0635 \u0625\u0636\u0627\u0621\u0629 \u0627\u0644\u0645\u0648\u0627\u0642\u0641\u060c \u0627\u062e\u062a\u0628\u0627\u0631 \u0646\u0638\u0627\u0645 \u0627\u0644\u0625\u0646\u0630\u0627\u0631).<\/li>\n\n\n\n
          • \u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0623\u062f\u0627\u0621:<\/strong>\n
              \n
            • \u0642\u064a\u0627\u0633 \u0625\u0643\u0645\u0627\u0644 \u0627\u0644\u0645\u0647\u0627\u0645:<\/strong> \u064a\u064f\u0633\u062c\u0644 \u0627\u0644\u062d\u0627\u0631\u0633 \u0627\u0644\u0625\u0646\u062c\u0627\u0632 \u0644\u0643\u0644 \u0645\u0647\u0645\u0629 \u0645\u0628\u0627\u0634\u0631\u0629 \u0641\u064a \u0627\u0644\u062a\u0637\u0628\u064a\u0642 (\u062a\u0645\/\u0644\u0645 \u064a\u062a\u0645).<\/li>\n\n\n\n
            • \u062a\u0648\u062b\u064a\u0642 \u0628\u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0648\u0627\u0644\u0635\u0648\u0631:<\/strong> \u0645\u0637\u0627\u0644\u0628\u0629 \u0627\u0644\u062d\u0627\u0631\u0633 \u0628\u0625\u0631\u0641\u0627\u0642 \u0635\u0648\u0631\u0629 \u0643\u062f\u0644\u064a\u0644 \u0639\u0644\u0649 \u0625\u0643\u0645\u0627\u0644 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0647\u0627\u0645\u0629 (\u0645\u062b\u0644 \u0635\u0648\u0631\u0629 \u0627\u0644\u0628\u0627\u0628 \u0648\u0647\u0648 \u0645\u063a\u0644\u0642 \u0623\u0648 \u0635\u0648\u0631\u0629 \u0627\u0644\u0637\u0641\u0627\u064a\u0629 \u0648\u0647\u064a \u0635\u0627\u0644\u062d\u0629). \u0647\u0630\u0627 \u064a\u0648\u062b\u0642 \u062c\u0648\u062f\u0629 \u0627\u0644\u0623\u062f\u0627\u0621.<\/li>\n\n\n\n
            • \u062a\u0646\u0628\u064a\u0647\u0627\u062a \u0627\u0644\u062a\u0623\u062e\u064a\u0631:<\/strong> \u064a\u0642\u0648\u0645 \u0627\u0644\u0646\u0638\u0627\u0645 \u0628\u0625\u0635\u062f\u0627\u0631 \u062a\u0646\u0628\u064a\u0647 \u0644\u0644\u0645\u0634\u0631\u0641 \u0625\u0630\u0627 \u0644\u0645 \u064a\u062a\u0645 \u0625\u0643\u0645\u0627\u0644 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u062d\u0633\u0627\u0633\u0629 \u0641\u064a \u0625\u0637\u0627\u0631\u0647\u0627 \u0627\u0644\u0632\u0645\u0646\u064a \u0627\u0644\u0645\u062d\u062f\u062f.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n

              \u0628. \u0646\u0638\u0627\u0645 \u0627\u0644\u0625\u0628\u0644\u0627\u063a \u0627\u0644\u0641\u0648\u0631\u064a \u0639\u0646 \u0627\u0644\u062d\u0648\u0627\u062f\u062b (Instant Incident Reporting Systems)<\/h3>\n\n\n\n
                \n
              • \u0622\u0644\u064a\u0629 \u0627\u0644\u0639\u0645\u0644:<\/strong> \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0646\u0645\u0627\u0630\u062c \u0631\u0642\u0645\u064a\u0629 \u0645\u0648\u062d\u062f\u0629 \u0641\u064a \u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u062d\u0627\u0631\u0633 \u0644\u0644\u0625\u0628\u0644\u0627\u063a \u0639\u0646 \u0623\u064a \u062d\u062f\u062b \u063a\u064a\u0631 \u0631\u0648\u062a\u064a\u0646\u064a.<\/li>\n\n\n\n
              • \u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0623\u062f\u0627\u0621:<\/strong>\n
                  \n
                • \u062c\u0648\u062f\u0629 \u0627\u0644\u062a\u0642\u0631\u064a\u0631:<\/strong> \u064a\u062a\u0645 \u062a\u0642\u064a\u064a\u0645 \u0623\u062f\u0627\u0621 \u0627\u0644\u062d\u0627\u0631\u0633 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0633\u0631\u0639\u0629 \u0627\u0644\u0625\u0628\u0644\u0627\u063a\u060c \u0648\u062f\u0642\u0629 \u0627\u0644\u062a\u0641\u0627\u0635\u064a\u0644\u060c \u0648\u0627\u0643\u062a\u0645\u0627\u0644 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0645\u064f\u062f\u062e\u0644\u0629 \u0641\u064a \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0631\u0642\u0645\u064a.<\/li>\n\n\n\n
                • \u0633\u0644\u0633\u0644\u0629 \u0627\u0644\u0623\u062d\u062f\u0627\u062b (Timeline):<\/strong> \u062a\u0648\u062b\u064a\u0642 \u0643\u0644 \u062e\u0637\u0648\u0629 \u0641\u064a \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0644\u0644\u062d\u0627\u062f\u062b\u060c \u0645\u0645\u0627 \u064a\u064f\u0645\u0643\u0646 \u0627\u0644\u0625\u062f\u0627\u0631\u0629 \u0645\u0646 \u062a\u0642\u064a\u064a\u0645 \u0643\u0641\u0627\u0621\u0629 \u062a\u0635\u0631\u0641 \u0627\u0644\u062d\u0627\u0631\u0633 \u0648\u062a\u0632\u0627\u0645\u0646\u0647 \u0645\u0639 \u0628\u0631\u0648\u062a\u0648\u0643\u0648\u0644\u0627\u062a \u0627\u0644\u0637\u0648\u0627\u0631\u0626.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n
                  \n\n\n\n

                  3. \u0623\u062f\u0648\u0627\u062a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0625\u062f\u0627\u0631\u064a \u0648\u0627\u0644\u0642\u064a\u0627\u0633 (Management and Analytics Tools)<\/h2>\n\n\n\n

                  \u062a\u064f\u062d\u0648\u0651\u0644 \u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u064f\u062c\u0645\u0639\u0629 \u0625\u0644\u0649 \u0631\u0624\u0649 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0646\u0641\u064a\u0630 \u0644\u0644\u0645\u0634\u0631\u0641\u064a\u0646 \u0648\u0627\u0644\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0639\u0644\u064a\u0627.<\/p>\n\n\n\n

                  \u0623. \u0644\u0648\u062d\u0627\u062a \u0627\u0644\u0642\u064a\u0627\u062f\u0629 \u0627\u0644\u0645\u0631\u0643\u0632\u064a\u0629 (Performance Dashboards)<\/h3>\n\n\n\n
                    \n
                  • \u0622\u0644\u064a\u0629 \u0627\u0644\u0639\u0645\u0644:<\/strong> \u0648\u0627\u062c\u0647\u0629 \u0628\u0635\u0631\u064a\u0629 \u0645\u0648\u062d\u062f\u0629 \u062a\u0639\u0631\u0636 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u062f\u0627\u0621 \u0645\u0646 \u062c\u0645\u064a\u0639 \u0627\u0644\u0623\u062f\u0648\u0627\u062a (GPS\u060c \u0642\u0648\u0627\u0626\u0645 \u0627\u0644\u0645\u0631\u0627\u062c\u0639\u0629\u060c \u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631) \u0641\u064a \u0645\u0643\u0627\u0646 \u0648\u0627\u062d\u062f.<\/li>\n\n\n\n
                  • \u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0623\u062f\u0627\u0621:<\/strong>\n
                      \n
                    • \u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 (KPIs):<\/strong> \u0639\u0631\u0636 \u0641\u0648\u0631\u064a \u0644\u0645\u0642\u0627\u064a\u064a\u0633 \u062d\u0627\u0633\u0645\u0629 \u0645\u062b\u0644: \u0645\u0639\u062f\u0644 \u0627\u0645\u062a\u062b\u0627\u0644 \u0627\u0644\u062d\u0627\u0631\u0633 \u0644\u0644\u0645\u0633\u0627\u0631\u060c \u0645\u062a\u0648\u0633\u0637 \u0632\u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0644\u0644\u062d\u0648\u0627\u062f\u062b\u060c \u0648\u0646\u0633\u0628\u0629 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0645\u064f\u062a\u0623\u062e\u0631\u0629.<\/li>\n\n\n\n
                    • \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0627\u0646\u062d\u0631\u0627\u0641\u0627\u062a:<\/strong> \u062a\u0645\u064a\u064a\u0632 \u0627\u0644\u062d\u0631\u0627\u0633 \u0623\u0648 \u0627\u0644\u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u062a\u064a \u064a\u0642\u0644 \u0641\u064a\u0647\u0627 \u0627\u0644\u0623\u062f\u0627\u0621 \u0639\u0646 \u0627\u0644\u0645\u062a\u0648\u0633\u0637 (\u0628\u0627\u0644\u0623\u0644\u0648\u0627\u0646 \u0623\u0648 \u0628\u0627\u0644\u0625\u0634\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u062d\u0630\u064a\u0631\u064a\u0629) \u0644\u0627\u062a\u062e\u0627\u0630 \u0625\u062c\u0631\u0627\u0621 \u062a\u0635\u062d\u064a\u062d\u064a \u0641\u0648\u0631\u064a.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n

                      \u0628. \u062a\u0642\u0627\u0631\u064a\u0631 \u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a (Compliance and Statistical Analysis)<\/h3>\n\n\n\n
                        \n
                      • \u0622\u0644\u064a\u0629 \u0627\u0644\u0639\u0645\u0644:<\/strong> \u0646\u0638\u0645 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0642\u0648\u0649 \u0627\u0644\u0639\u0627\u0645\u0644\u0629 (WFM) \u0623\u0648 \u0648\u062d\u062f\u0627\u062a \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u0628\u0634\u0631\u064a\u0629 \u0641\u064a \u0646\u0638\u0645 ERP \u062a\u0642\u0648\u0645 \u0628\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u064f\u062c\u0645\u0639\u0629 \u0644\u0641\u062a\u0631\u0627\u062a \u0637\u0648\u064a\u0644\u0629.<\/li>\n\n\n\n
                      • \u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0623\u062f\u0627\u0621:<\/strong>\n
                          \n
                        • \u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0644\u0644\u062c\u062f\u0648\u0644\u0629:<\/strong> \u0627\u0644\u062a\u0623\u0643\u062f \u0645\u0646 \u0623\u0646 \u0627\u0644\u062a\u0648\u0632\u064a\u0639 \u0627\u0644\u0641\u0639\u0644\u064a \u0644\u0644\u062d\u0631\u0627\u0633 \u064a\u062a\u0637\u0627\u0628\u0642 \u0645\u0639 \u0627\u0644\u062c\u062f\u0648\u0644 \u0627\u0644\u0645\u062e\u0637\u0637 \u0644\u0647\u060c \u062e\u0627\u0635\u0629 \u0641\u064a\u0645\u0627 \u064a\u062a\u0639\u0644\u0642 \u0628\u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0625\u0636\u0627\u0641\u064a \u0648\u0642\u0648\u0627\u0646\u064a\u0646 \u0627\u0644\u0631\u0627\u062d\u0629.<\/li>\n\n\n\n
                        • \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062d\u0648\u0627\u062f\u062b:<\/strong> \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0645\u062a\u0643\u0631\u0631\u0629 (Hotspots) \u0641\u064a \u0627\u0644\u0645\u0648\u0642\u0639 \u0623\u0648 \u0627\u0644\u0623\u0648\u0642\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u0625\u0639\u0627\u062f\u0629 \u062a\u0648\u0632\u064a\u0639 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0644\u0644\u0642\u0648\u0629 \u0627\u0644\u0623\u0645\u0646\u064a\u0629.<\/li>\n\n\n\n
                        • \u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0634\u062e\u0635\u064a:<\/strong> \u0628\u0646\u0627\u0621 \u0633\u062c\u0644 \u0623\u062f\u0627\u0621 \u0645\u0648\u0636\u0648\u0639\u064a \u0644\u0643\u0644 \u062d\u0627\u0631\u0633 \u0627\u0633\u062a\u0646\u0627\u062f\u064b\u0627 \u0625\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0648\u062b\u0642\u0629 (\u0639\u062f\u062f \u0627\u0644\u0623\u062e\u0637\u0627\u0621\u060c \u0632\u0645\u0646 \u0627\u0644\u062a\u0623\u062e\u064a\u0631\u060c \u062c\u0648\u062f\u0629 \u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631)\u060c \u0645\u0645\u0627 \u064a\u062f\u0639\u0645 \u0642\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u0631\u0642\u064a\u0627\u062a \u0623\u0648 \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0625\u0636\u0627\u0641\u064a.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n
                          \n\n\n\n

                          4. \u0627\u0644\u0641\u0648\u0627\u0626\u062f \u0627\u0644\u0646\u0647\u0627\u0626\u064a\u0629 \u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0645\u064a\u062f\u0627\u0646\u064a<\/h2>\n\n\n\n

                          \u062a\u0624\u062f\u064a \u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0645\u064a\u062f\u0627\u0646\u064a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0631\u0642\u0645\u064a\u0629 \u0625\u0644\u0649 \u0646\u062a\u0627\u0626\u062c \u0645\u0628\u0627\u0634\u0631\u0629:<\/p>\n\n\n\n

                            \n
                          1. \u0627\u0644\u0645\u0633\u0627\u0621\u0644\u0629 \u0648\u0627\u0644\u0634\u0641\u0627\u0641\u064a\u0629:<\/strong> \u062a\u0648\u0641\u064a\u0631 \u062f\u0644\u064a\u0644 \u0645\u0648\u062b\u0642 \u0639\u0644\u0649 \u0623\u062f\u0627\u0621 \u0627\u0644\u062d\u0627\u0631\u0633\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644 \u0642\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u0625\u062f\u0627\u0631\u0629 (\u0627\u0644\u0645\u0643\u0627\u0641\u0623\u0629 \u0623\u0648 \u0627\u0644\u0625\u062c\u0631\u0627\u0621 \u0627\u0644\u062a\u0623\u062f\u064a\u0628\u064a) \u0639\u0627\u062f\u0644\u0629 \u0648\u0645\u0628\u0646\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/li>\n\n\n\n
                          2. \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u064a\u0642\u0638\u0629:<\/strong> \u062a\u0634\u062c\u064a\u0639 \u0627\u0644\u062d\u0631\u0627\u0633 \u0639\u0644\u0649 \u0627\u0644\u0627\u0644\u062a\u0632\u0627\u0645 \u0628\u0627\u0644\u062c\u062f\u0627\u0648\u0644 \u0648\u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0631\u0648\u062a\u064a\u0646\u064a\u0629\u060c \u0645\u0639 \u0627\u0644\u0639\u0644\u0645 \u0623\u0646 \u0643\u0644 \u062a\u062d\u0631\u0643 \u064a\u062a\u0645 \u062a\u062a\u0628\u0639\u0647 \u0648\u062a\u0633\u062c\u064a\u0644\u0647.<\/li>\n\n\n\n
                          3. \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629:<\/strong> \u062a\u062d\u062f\u064a\u062f \u0646\u0642\u0627\u0637 \u0627\u0644\u0636\u0639\u0641 \u0641\u064a \u0627\u0644\u062a\u0648\u0632\u064a\u0639 \u0623\u0648 \u0627\u0644\u0625\u062c\u0631\u0627\u0621\u0627\u062a\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0628\u062a\u062e\u0635\u064a\u0635 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0628\u0634\u0643\u0644 \u0623\u0641\u0636\u0644 \u0648\u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u063a\u064a\u0631 \u0627\u0644\u0636\u0631\u0648\u0631\u064a\u0629.<\/li>\n\n\n\n
                          4. \u0631\u0636\u0627 \u0627\u0644\u0639\u0645\u0644\u0627\u0621:<\/strong> \u062a\u0648\u0641\u064a\u0631 \u062a\u0642\u0627\u0631\u064a\u0631 \u0634\u0641\u0627\u0641\u0629 \u0648\u0645\u0648\u062b\u0642\u0629 \u0644\u0644\u0639\u0645\u064a\u0644 \u062d\u0648\u0644 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062e\u062f\u0645\u0629\u060c \u0645\u0645\u0627 \u064a\u0639\u0632\u0632 \u0627\u0644\u062b\u0642\u0629 \u0648\u0627\u0644\u062a\u0639\u0627\u0642\u062f\u0627\u062a \u0637\u0648\u064a\u0644\u0629 \u0627\u0644\u0623\u0645\u062f.<\/li>\n<\/ol>\n\n\n\n
                            \n\n\n\n

                            \u0627\u0644\u062e\u0644\u0627\u0635\u0629: \u0627\u0644\u0631\u0642\u0645\u0646\u0629 \u0647\u064a \u0645\u0642\u064a\u0627\u0633 \u0627\u0644\u062c\u0648\u062f\u0629<\/h2>\n\n\n\n

                            \u0644\u0645 \u062a\u0639\u062f \u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0623\u062f\u0627\u0621 \u0641\u064a \u0642\u0637\u0627\u0639 \u0627\u0644\u062d\u0631\u0627\u0633\u0629 \u062a\u062a\u0639\u0644\u0642 \u0628\u0627\u0644\u062b\u0642\u0629 \u0627\u0644\u0645\u0637\u0644\u0642\u0629\u060c \u0628\u0644 \u0628\u0627\u0644\u062a\u0648\u062b\u064a\u0642 \u0627\u0644\u0645\u0637\u0644\u0642. \u0625\u0646 \u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0631\u0642\u0645\u064a\u0629 \u062a\u064f\u0645\u0643\u0651\u0646 \u0627\u0644\u0645\u0634\u0631\u0641\u064a\u0646 \u0645\u0646 \u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062c\u0631\u062f\u0629 \u0625\u0644\u0649 \u0642\u0648\u0629 \u062f\u0627\u0641\u0639\u0629 \u0644\u062a\u062d\u0633\u064a\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u062e\u062f\u0645\u0629 \u0627\u0644\u0623\u0645\u0646\u064a\u0629\u060c \u0648\u0636\u0645\u0627\u0646 \u0623\u0646 \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0645\u064a\u062f\u0627\u0646\u064a \u064a\u0639\u0643\u0633 \u0628\u0648\u0636\u0648\u062d \u0623\u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0627\u0644\u0645\u0647\u0646\u064a\u0629 \u0648\u0627\u0644\u064a\u0642\u0638\u0629 \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629.<\/p>\n\n\n\n

                            \u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u062d\u0644\u064a\u0644\u0647\u0627 \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u2013 Collecting & Analyzing Data to Improve Operations<\/p>\n\n\n\n

                            \u062a\u062d\u0644\u064a\u0644 \u0646\u0628\u0636 \u0627\u0644\u0623\u0645\u0646: \u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u062d\u0644\u064a\u0644\u0647\u0627 \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0641\u064a \u0642\u0637\u0627\u0639 \u0627\u0644\u062d\u0631\u0627\u0633\u0627\u062a<\/h2>\n\n\n\n

                            \u0641\u064a \u0627\u0644\u0639\u0635\u0631 \u0627\u0644\u062d\u062f\u064a\u062b\u060c \u0644\u0645 \u064a\u0639\u062f \u0627\u0644\u0623\u0645\u0646 \u0645\u062c\u0631\u062f \u0645\u0633\u0623\u0644\u0629 \u0648\u062c\u0648\u062f \u0628\u0634\u0631\u064a\u060c \u0628\u0644 \u062a\u062d\u0648\u0644 \u0625\u0644\u0649 \u0639\u0644\u0645 \u0628\u064a\u0627\u0646\u0627\u062a (Data Science)<\/strong>. \u062a\u064f\u0639\u062f \u0639\u0645\u0644\u064a\u0629 \u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u062d\u0644\u064a\u0644\u0647\u0627 (Collecting and Analyzing Data)<\/strong> \u0647\u064a \u0627\u0644\u0623\u062f\u0627\u0629 \u0627\u0644\u0623\u0643\u062b\u0631 \u0642\u0648\u0629 \u0644\u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0623\u0645\u0646\u064a\u0629 \u0645\u0646 \u0645\u062c\u0631\u062f \u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0644\u0644\u0623\u062d\u062f\u0627\u062b \u0625\u0644\u0649 \u0646\u0638\u0627\u0645 \u062a\u0646\u0628\u0624\u064a \u0648\u0648\u0642\u0627\u0626\u064a<\/strong> \u0639\u0627\u0644\u064a \u0627\u0644\u0643\u0641\u0627\u0621\u0629. \u0625\u0646 \u0627\u0644\u0647\u062f\u0641 \u0647\u0648 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u0631\u0642\u0627\u0645 \u0648\u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u0627\u062a \u0644\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0645\u062e\u0641\u064a\u0629\u060c \u0648\u062a\u0648\u0642\u0639 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629\u060c \u0648\u062a\u062d\u0633\u064a\u0646 \u0643\u0644 \u062c\u0627\u0646\u0628 \u0645\u0646 \u062c\u0648\u0627\u0646\u0628 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a\u060c \u0628\u062f\u0621\u0627\u064b \u0645\u0646 \u062a\u0648\u0632\u064a\u0639 \u0627\u0644\u062d\u0631\u0627\u0633 \u0648\u0635\u0648\u0644\u0627\u064b \u0625\u0644\u0649 \u0628\u0631\u0627\u0645\u062c \u0627\u0644\u062a\u062f\u0631\u064a\u0628.<\/p>\n\n\n\n

                            \u064a\u064f\u0637\u0644\u0642 \u0639\u0644\u0649 \u0647\u0630\u0627 \u0627\u0644\u0645\u0646\u0647\u062c \u0627\u0633\u0645 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0623\u0645\u0646\u064a \u0627\u0644\u0645\u062f\u0641\u0648\u0639 \u0628\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (Data-Driven Security Analysis)<\/strong>\u060c \u0648\u0647\u0648 \u0645\u0641\u062a\u0627\u062d \u062a\u062d\u0642\u064a\u0642 \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629 \u0648\u0627\u0644\u0645\u0627\u0644\u064a\u0629.<\/p>\n\n\n\n

                            \n\n\n\n

                            1. \u0645\u0635\u0627\u062f\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u0645\u0646\u064a\u0629 (Security Data Sources)<\/h2>\n\n\n\n

                            \u062a\u0623\u062a\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u063a\u0630\u064a \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0645\u0646 \u0639\u062f\u0629 \u0623\u062f\u0648\u0627\u062a \u0648\u0623\u0646\u0638\u0645\u0629 \u0631\u0642\u0645\u064a\u0629 \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0641\u064a \u0627\u0644\u0645\u064a\u062f\u0627\u0646:<\/p>\n\n\n\n

                            \u0645\u0635\u062f\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/td>\u0646\u0648\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u064f\u062c\u0645\u0651\u0639\u0629<\/td>\u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629 \u0627\u0644\u062a\u064a \u064a\u062f\u0639\u0645\u0647\u0627<\/td><\/tr><\/thead>
                            \u0623\u0646\u0638\u0645\u0629 \u062c\u0648\u0644\u0627\u062a \u0627\u0644\u062d\u0631\u0627\u0633\u0629 (GTS\/Mobile Apps)<\/strong><\/td>\u0633\u062c\u0644\u0627\u062a \u0627\u0644\u062a\u0648\u0627\u062c\u062f (Timestamps)\u060c \u0627\u0644\u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 (GPS)\u060c \u0628\u064a\u0627\u0646\u0627\u062a \u0625\u0643\u0645\u0627\u0644 \u0642\u0648\u0627\u0626\u0645 \u0627\u0644\u0645\u0631\u0627\u062c\u0639\u0629 (Checklists)\u060c \u0648\u0635\u0648\u0631 \u0627\u0644\u0645\u0644\u0627\u062d\u0638\u0627\u062a.<\/td>\u064a\u0642\u064a\u0633 \u0645\u062f\u0649 \u0627\u0644\u062a\u0632\u0627\u0645 \u0627\u0644\u062d\u0631\u0627\u0633 \u0628\u0627\u0644\u0645\u0633\u0627\u0631\u0627\u062a \u0648\u0627\u0644\u062c\u062f\u0627\u0648\u0644.<\/td><\/tr>
                            \u0646\u0638\u0627\u0645 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062d\u0648\u0627\u062f\u062b \u0648\u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631<\/strong><\/td>\u0646\u0648\u0639 \u0627\u0644\u062d\u0627\u062f\u062b\u060c \u0645\u0648\u0642\u0639 \u0627\u0644\u062d\u0627\u062f\u062b (Hotspot)\u060c \u0648\u0642\u062a \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629\u060c \u0627\u0644\u0625\u062c\u0631\u0627\u0621\u0627\u062a \u0627\u0644\u0645\u062a\u062e\u0630\u0629\u060c \u062e\u0633\u0627\u0626\u0631 \u0627\u0644\u062d\u0627\u062f\u062b.<\/td>\u064a\u062d\u062f\u062f \u0645\u0646\u0627\u0637\u0642 \u0627\u0644\u0636\u0639\u0641 \u0648\u0627\u0644\u0645\u062e\u0627\u0637\u0631\u060c \u0648\u064a\u064f\u0642\u064a\u0651\u0645 \u0633\u0631\u0639\u0629 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629.<\/td><\/tr>
                            \u0623\u0646\u0638\u0645\u0629 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0642\u0648\u0649 \u0627\u0644\u0639\u0627\u0645\u0644\u0629 (WFM\/ERP)<\/strong><\/td>\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062c\u062f\u0648\u0644\u0629 (Shifts)\u060c \u0633\u0627\u0639\u0627\u062a \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0625\u0636\u0627\u0641\u064a\u060c \u0645\u0639\u062f\u0644\u0627\u062a \u0627\u0644\u063a\u064a\u0627\u0628 \u063a\u064a\u0631 \u0627\u0644\u0645\u062e\u0637\u0637 \u0644\u0647\u060c \u0633\u062c\u0644\u0627\u062a \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0648\u0627\u0644\u0634\u0647\u0627\u062f\u0627\u062a.<\/td>\u064a\u064f\u062d\u0633\u0651\u0646 \u0627\u0644\u062a\u0648\u0632\u064a\u0639\u060c \u0648\u064a\u064f\u0642\u064a\u0651\u0645 \u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0642\u0648\u0629 \u0627\u0644\u0639\u0627\u0645\u0644\u0629\u060c \u0648\u064a\u064f\u0642\u0644\u0644 \u0645\u0646 \u0627\u0644\u0625\u0631\u0647\u0627\u0642.<\/td><\/tr>
                            \u0646\u0638\u0645 \u0627\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u0627\u0644\u0648\u0635\u0648\u0644 \u0648\u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629<\/strong><\/td>\u0633\u062c\u0644\u0627\u062a \u0627\u0644\u062f\u062e\u0648\u0644\/\u0627\u0644\u062e\u0631\u0648\u062c\u060c \u062a\u0646\u0628\u064a\u0647\u0627\u062a \u0627\u0644\u0625\u0646\u0630\u0627\u0631 \u0627\u0644\u0643\u0627\u0630\u0628\u0629\u060c \u0623\u0648\u0642\u0627\u062a \u062a\u0639\u0637\u064a\u0644 \u0627\u0644\u0645\u0639\u062f\u0627\u062a.<\/td>\u064a\u062d\u062f\u062f \u0627\u0644\u0641\u0634\u0644 \u0627\u0644\u062a\u0642\u0646\u064a \u0648\u0645\u0639\u062f\u0644\u0627\u062a \u0627\u0644\u062a\u0646\u0628\u064a\u0647 \u0627\u0644\u0643\u0627\u0630\u0628 \u0648\u064a\u0642\u064a\u0633 \u0632\u0645\u0646 \u0627\u0644\u062a\u0639\u0637\u0644.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

                            <\/p>\n\n\n\n

                            \n\n\n\n

                            2. \u0645\u0646\u0647\u062c\u064a\u0629 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a<\/h2>\n\n\n\n

                            \u064a\u062c\u0628 \u0623\u0646 \u064a\u062a\u0628\u0639 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0645\u0644\u064a\u0629 \u0645\u0646\u0647\u062c\u064a\u0629 \u0644\u0636\u0645\u0627\u0646 \u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u0648\u0644\u064a\u0629 \u0625\u0644\u0649 \u0642\u0631\u0627\u0631\u0627\u062a \u062a\u0646\u0641\u064a\u0630\u064a\u0629:<\/p>\n\n\n\n

                            \u0623. \u062a\u062d\u0644\u064a\u0644 \u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 (KPI Analysis)<\/h3>\n\n\n\n

                            \u064a\u0628\u062f\u0623 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0628\u0642\u064a\u0627\u0633 \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u062d\u0627\u0644\u064a \u0645\u0642\u0627\u0628\u0644 \u0627\u0644\u0623\u0647\u062f\u0627\u0641 \u0627\u0644\u0645\u062d\u062f\u062f\u0629. \u0623\u0647\u0645 \u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0623\u0645\u0646\u064a\u0629 \u0627\u0644\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u0642\u064a\u0627\u0633:<\/p>\n\n\n\n

                              \n
                            • \u0645\u0639\u062f\u0644 \u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0644\u0644\u062c\u062f\u0648\u0644 (Schedule Compliance Rate):<\/strong> \u0646\u0633\u0628\u0629 \u0627\u0644\u0646\u0648\u0628\u0627\u062a \u0627\u0644\u062a\u064a \u0628\u062f\u0623\u062a \u0648\u0627\u0646\u062a\u0647\u062a \u0641\u064a \u0645\u0648\u0639\u062f\u0647\u0627 \u062f\u0648\u0646 \u062a\u0623\u062e\u064a\u0631 \u0623\u0648 \u063a\u064a\u0627\u0628 \u063a\u064a\u0631 \u0645\u064f\u062e\u0637\u0637 \u0644\u0647.\n
                                \n
                              • \u0627\u0644\u062a\u062d\u0633\u064a\u0646:<\/em> \u064a\u0633\u0627\u0639\u062f \u0641\u064a \u062a\u0639\u062f\u064a\u0644 \u0627\u0644\u062c\u062f\u0627\u0648\u0644 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0625\u0636\u0627\u0641\u064a \u0627\u0644\u0645\u064f\u0643\u0644\u0641.<\/li>\n<\/ul>\n<\/li>\n\n\n\n
                              • \u0645\u062a\u0648\u0633\u0637 \u0632\u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0644\u0644\u062d\u0648\u0627\u062f\u062b (Average Incident Response Time):<\/strong> \u0627\u0644\u0641\u062a\u0631\u0629 \u0627\u0644\u0632\u0645\u0646\u064a\u0629 \u0628\u064a\u0646 \u0644\u062d\u0638\u0629 \u0648\u0642\u0648\u0639 \u0627\u0644\u062d\u0627\u062f\u062b \u0648\u0644\u062d\u0638\u0629 \u0648\u0635\u0648\u0644 \u0623\u0648\u0644 \u062d\u0627\u0631\u0633.\n
                                  \n
                                • \u0627\u0644\u062a\u062d\u0633\u064a\u0646:<\/em> \u064a\u062d\u062f\u062f \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0625\u0639\u0627\u062f\u0629 \u062a\u0648\u0632\u064a\u0639 \u0627\u0644\u062d\u0631\u0627\u0633 \u0623\u0648 \u062a\u062d\u0633\u064a\u0646 \u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u0627\u062a\u0635\u0627\u0644.<\/li>\n<\/ul>\n<\/li>\n\n\n\n
                                • \u0645\u0639\u062f\u0644 \u0625\u0643\u0645\u0627\u0644 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0645\u062c\u062f\u0648\u0644\u0629 (Task Completion Rate):<\/strong> \u0646\u0633\u0628\u0629 \u0642\u0648\u0627\u0626\u0645 \u0627\u0644\u0645\u0631\u0627\u062c\u0639\u0629 \u0627\u0644\u062a\u064a \u062a\u0645 \u0625\u0643\u0645\u0627\u0644\u0647\u0627 \u0628\u0634\u0643\u0644 \u0635\u062d\u064a\u062d \u0648\u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0645\u062d\u062f\u062f.\n
                                    \n
                                  • \u0627\u0644\u062a\u062d\u0633\u064a\u0646:<\/em> \u064a\u064f\u0633\u0644\u0637 \u0627\u0644\u0636\u0648\u0621 \u0639\u0644\u0649 \u0627\u0644\u062d\u0631\u0627\u0633 \u0623\u0648 \u0627\u0644\u0645\u0646\u0627\u0637\u0642 \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062a\u062f\u0631\u064a\u0628 \u0623\u0648 \u0631\u0642\u0627\u0628\u0629 \u0645\u064f\u0643\u062b\u0641\u0629.<\/li>\n<\/ul>\n<\/li>\n\n\n\n
                                  • \u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0623\u0645\u0646 \u0644\u0643\u0644 \u0645\u062a\u0631 \u0645\u0631\u0628\u0639\/\u0623\u0635\u0644 (Security Cost per Asset):<\/strong> \u062a\u062d\u0644\u064a\u0644 \u0645\u0627\u0644\u064a \u0644\u0631\u0628\u0637 \u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0642\u0648\u0629 \u0627\u0644\u0639\u0627\u0645\u0644\u0629 \u0628\u0627\u0644\u0645\u0646\u0637\u0642\u0629 \u0627\u0644\u0645\u062d\u0645\u064a\u0629 \u0623\u0648 \u0627\u0644\u0623\u0635\u0648\u0644 \u0627\u0644\u0642\u064a\u0645\u0629.\n
                                      \n
                                    • \u0627\u0644\u062a\u062d\u0633\u064a\u0646:<\/em> \u064a\u062f\u0639\u0645 \u0642\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u0633\u0639\u064a\u0631 \u0648\u0627\u0644\u062a\u0648\u0632\u064a\u0639 \u0627\u0644\u0627\u0642\u062a\u0635\u0627\u062f\u064a \u0644\u0644\u0645\u0648\u0627\u0631\u062f.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n

                                      \u0628. \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0648\u0627\u0644\u0632\u0645\u0646\u064a\u0629 (Geospatial and Temporal Risk Analysis)<\/h3>\n\n\n\n

                                      \u0647\u0630\u0627 \u0627\u0644\u0646\u0648\u0639 \u0645\u0646 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u064a\u0631\u0643\u0632 \u0639\u0644\u0649 \u062a\u062d\u062f\u064a\u062f “\u0623\u064a\u0646 \u0648\u0645\u062a\u0649” \u062a\u062d\u062f\u062b \u0627\u0644\u0645\u0634\u0627\u0643\u0644.<\/p>\n\n\n\n

                                        \n
                                      • \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0633\u0627\u062e\u0646\u0629 (Hotspot Mapping):<\/strong> \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u064a\u0627\u0646\u0627\u062a GPS \u0648\u0627\u0644\u0645\u0648\u0642\u0639 \u0645\u0646 \u062a\u0642\u0627\u0631\u064a\u0631 \u0627\u0644\u062d\u0648\u0627\u062f\u062b \u0644\u0631\u0633\u0645 \u062e\u0631\u064a\u0637\u0629 \u0644\u0644\u0645\u0648\u0642\u0639 \u062a\u064f\u0638\u0647\u0631 \u0628\u0648\u0636\u0648\u062d \u0627\u0644\u0645\u0646\u0627\u0637\u0642 \u0627\u0644\u062a\u064a \u062a\u062a\u0643\u0631\u0631 \u0641\u064a\u0647\u0627 \u0627\u0644\u062d\u0648\u0627\u062f\u062b \u0623\u0648 \u0627\u0644\u062b\u063a\u0631\u0627\u062a \u0627\u0644\u0623\u0645\u0646\u064a\u0629 (\u0645\u062b\u0644: \u0627\u0644\u0628\u0648\u0627\u0628\u0629 \u0627\u0644\u062e\u0644\u0641\u064a\u0629 \u0641\u064a \u0645\u0628\u0646\u0649 \u0645\u0639\u064a\u0646).\n
                                          \n
                                        • \u0627\u0644\u062a\u062d\u0633\u064a\u0646:<\/em> \u064a\u0628\u0631\u0631 \u0632\u064a\u0627\u062f\u0629 \u0627\u0644\u062a\u0648\u0632\u064a\u0639 \u0627\u0644\u0623\u0645\u0646\u064a (\u0646\u0634\u0631 \u0627\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u062d\u0631\u0627\u0633) \u0623\u0648 \u0632\u064a\u0627\u062f\u0629 \u062a\u0643\u0631\u0627\u0631 \u0627\u0644\u062f\u0648\u0631\u064a\u0627\u062a \u0641\u064a \u062a\u0644\u0643 \u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0641\u0642\u0637\u060c \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0627\u0644\u062a\u0648\u0632\u064a\u0639 \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a.<\/li>\n<\/ul>\n<\/li>\n\n\n\n
                                        • \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0633\u0644\u0627\u0633\u0644 \u0627\u0644\u0632\u0645\u0646\u064a\u0629 (Time Series Analysis):<\/strong> \u062a\u062d\u0644\u064a\u0644 \u0648\u0642\u0648\u0639 \u0627\u0644\u062d\u0648\u0627\u062f\u062b \u062d\u0633\u0628 \u0627\u0644\u064a\u0648\u0645 \u0623\u0648 \u0627\u0644\u0633\u0627\u0639\u0629 (\u0645\u062b\u0644\u0627\u064b: \u0645\u0644\u0627\u062d\u0638\u0629 \u0623\u0646 \u0623\u063a\u0644\u0628 \u0645\u062d\u0627\u0648\u0644\u0627\u062a \u0627\u0644\u062a\u0633\u0644\u0644 \u062a\u062d\u062f\u062b \u0628\u064a\u0646 3:00 \u0635\u0628\u0627\u062d\u0627\u064b \u0648 5:00 \u0635\u0628\u0627\u062d\u0627\u064b).\n
                                            \n
                                          • \u0627\u0644\u062a\u062d\u0633\u064a\u0646:<\/em> \u064a\u0633\u0645\u062d \u0628\u062a\u0639\u062f\u064a\u0644 \u0623\u0648\u0642\u0627\u062a \u0627\u0644\u062f\u0648\u0631\u064a\u0627\u062a\u060c \u0623\u0648 \u062a\u0631\u0643\u064a\u0632 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u062d\u0633\u0627\u0633\u0629 \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0633\u0627\u0639\u0627\u062a \u0627\u0644\u0645\u062d\u062f\u062f\u0629.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n

                                            \u062c. \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0623\u0633\u0628\u0627\u0628 \u0627\u0644\u062c\u0630\u0631\u064a\u0629 (Root Cause Analysis – RCA)<\/h3>\n\n\n\n

                                            \u064a\u064f\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0627 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0644\u0631\u0628\u0637 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0628\u0634\u0631\u064a \u0628\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u062d\u0648\u0627\u062f\u062b.<\/p>\n\n\n\n

                                              \n
                                            • \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0646\u0645\u0637 (Pattern Recognition):<\/strong> \u0631\u0628\u0637 \u062a\u0643\u0631\u0627\u0631 \u0646\u0648\u0639 \u0645\u0639\u064a\u0646 \u0645\u0646 \u0627\u0644\u062d\u0648\u0627\u062f\u062b (\u0645\u062b\u0644: \u0641\u0634\u0644 \u0625\u063a\u0644\u0627\u0642 \u0627\u0644\u0623\u0628\u0648\u0627\u0628) \u0628\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0648\u0638\u0641\u064a\u0646 (\u0647\u0644 \u0647\u0630\u0627 \u064a\u062d\u062f\u062b \u0628\u0634\u0643\u0644 \u0645\u062a\u0643\u0631\u0631 \u0641\u064a \u0646\u0648\u0628\u0627\u062a \u062d\u0627\u0631\u0633 \u0645\u0639\u064a\u0646\u061f).\n
                                                \n
                                              • \u0627\u0644\u062a\u062d\u0633\u064a\u0646:<\/em> \u0625\u0630\u0627 \u062a\u0628\u064a\u0646 \u0623\u0646 \u062d\u0627\u0631\u0633\u0627\u064b \u0645\u0639\u064a\u0646\u0627\u064b \u064a\u064f\u0633\u062c\u0644 \u0645\u0639\u062f\u0644 \u0623\u062e\u0637\u0627\u0621 \u0645\u0631\u062a\u0641\u0639\u060c \u064a\u062a\u0645 \u062a\u0648\u062c\u064a\u0647\u0647 \u0644\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0625\u0636\u0627\u0641\u064a \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0645\u0639\u0627\u0642\u0628\u062a\u0647 \u0645\u0628\u0627\u0634\u0631\u0629.<\/li>\n<\/ul>\n<\/li>\n\n\n\n
                                              • \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0648\u0627\u0644\u0641\u0634\u0644:<\/strong> \u0631\u0628\u0637 \u0627\u0644\u0623\u062e\u0637\u0627\u0621 \u0648\u0627\u0644\u0625\u062c\u0631\u0627\u0621\u0627\u062a \u0627\u0644\u062e\u0627\u0637\u0626\u0629 \u0641\u064a \u0627\u0644\u062d\u0648\u0627\u062f\u062b \u0628\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u062f\u0631\u064a\u0628 (\u0647\u0644 \u0627\u0644\u062d\u0627\u0631\u0633 \u0645\u064f\u0639\u062a\u0645\u062f \u0648\u0644\u062f\u064a\u0647 \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0643\u0627\u0641\u064a \u0639\u0644\u0649 \u0647\u0630\u0627 \u0627\u0644\u0625\u062c\u0631\u0627\u0621\u061f).\n
                                                  \n
                                                • \u0627\u0644\u062a\u062d\u0633\u064a\u0646:<\/em> \u064a\u0633\u0627\u0639\u062f \u0641\u064a \u0645\u0631\u0627\u062c\u0639\u0629 \u0648\u062a\u0639\u062f\u064a\u0644 \u0645\u062d\u062a\u0648\u0649 \u0628\u0631\u0627\u0645\u062c \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0644\u064a\u0635\u0628\u062d \u0623\u0643\u062b\u0631 \u062a\u0631\u0643\u064a\u0632\u0627\u064b \u0639\u0644\u0649 \u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u0627\u0644\u062d\u064a\u0627\u0629 \u0627\u0644\u0648\u0627\u0642\u0639\u064a\u0629 \u0627\u0644\u062a\u064a \u0623\u0638\u0647\u0631\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0623\u0646\u0647\u0627 \u062a\u062a\u0643\u0631\u0631.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n
                                                  \n\n\n\n

                                                  3. \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0648\u0627\u0644\u062a\u0635\u0648\u0651\u0631 (Analysis and Visualization Tools)<\/h2>\n\n\n\n

                                                  \u062a\u0639\u062a\u0645\u062f \u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0639\u0644\u0649 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u062f\u0648\u0627\u062a \u0645\u062a\u0642\u062f\u0645\u0629 \u0644\u062a\u0646\u0638\u064a\u0645 \u0648\u062a\u0635\u0648\u064a\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a:<\/p>\n\n\n\n

                                                    \n
                                                  • \u0644\u0648\u062d\u0627\u062a \u0627\u0644\u0642\u064a\u0627\u062f\u0629 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a\u0629 (Interactive Dashboards):<\/strong> \u0623\u062f\u0648\u0627\u062a \u0645\u062b\u0644 Microsoft Power BI \u0623\u0648 Tableau\u060c \u0623\u0648 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0645\u062f\u0645\u062c\u0629 \u0641\u064a \u0623\u0646\u0638\u0645\u0629 ERP \u0627\u0644\u0623\u0645\u0646\u064a\u0629\u060c \u0644\u062a\u0635\u0648\u064a\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (\u062e\u0631\u0627\u0626\u0637 \u062d\u0631\u0627\u0631\u064a\u0629\u060c \u0631\u0633\u0648\u0645 \u0628\u064a\u0627\u0646\u064a\u0629) \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0627\u0644\u062c\u062f\u0627\u0648\u0644\u060c \u0645\u0645\u0627 \u064a\u0633\u0647\u0644 \u0639\u0644\u0649 \u0627\u0644\u0645\u062f\u064a\u0631\u064a\u0646 \u0631\u0624\u064a\u0629 \u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0648\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631 \u0627\u0644\u0633\u0631\u064a\u0639.<\/li>\n\n\n\n
                                                  • \u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (Data Integration):<\/strong> \u062f\u0645\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0646\u0638\u0645 \u0645\u062e\u062a\u0644\u0641\u0629 (ERP\u060c GTS\u060c CRM) \u0641\u064a \u0642\u0627\u0639\u062f\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u062d\u062f\u0629. \u0647\u0630\u0627 \u064a\u0633\u0645\u062d \u0628\u062a\u062d\u0644\u064a\u0644 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0623\u0628\u0639\u0627\u062f (\u0645\u062b\u0644\u0627\u064b: \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0639\u0644\u0627\u0642\u0629 \u0628\u064a\u0646 \u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0623\u0645\u0646 \u0641\u064a \u0645\u0648\u0642\u0639 \u0645\u0639\u064a\u0646 (ERP) \u0648\u0645\u0639\u062f\u0644 \u0627\u0644\u062d\u0648\u0627\u062f\u062b \u0641\u064a\u0647 (GTS)).<\/li>\n\n\n\n
                                                  • \u0625\u062f\u0627\u0631\u0629 \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0622\u0644\u064a (Automated Workflow Management):<\/strong> \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u0646\u0638\u0627\u0645 \u0644\u062a\u0634\u063a\u064a\u0644 \u0625\u062c\u0631\u0627\u0621\u0627\u062a \u062a\u0644\u0642\u0627\u0626\u064a\u0629 \u0639\u0646\u062f \u0627\u0633\u062a\u064a\u0641\u0627\u0621 \u0634\u0631\u0648\u0637 \u0645\u0639\u064a\u0646\u0629 \u0641\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (\u0645\u062b\u0644\u0627\u064b: \u0639\u0646\u062f \u0648\u0635\u0648\u0644 \u0645\u0639\u062f\u0644 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0625\u0636\u0627\u0641\u064a \u0644\u0623\u062d\u062f \u0627\u0644\u062d\u0631\u0627\u0633 \u0625\u0644\u0649 \u062d\u062f \u0645\u0639\u064a\u0646\u060c \u064a\u0635\u062f\u0631 \u0627\u0644\u0646\u0638\u0627\u0645 \u062a\u0646\u0628\u064a\u0647\u0627\u064b \u0644\u0644\u0645\u0634\u0631\u0641 \u0628\u0636\u0631\u0648\u0631\u0629 \u062a\u0639\u062f\u064a\u0644 \u062c\u062f\u0648\u0644\u0647).<\/li>\n<\/ul>\n\n\n\n
                                                    \n\n\n\n

                                                    4. \u0627\u0644\u062e\u0644\u0627\u0635\u0629: \u0627\u0644\u0623\u0645\u0646 \u0643\u0627\u0633\u062a\u062b\u0645\u0627\u0631 \u0645\u064f\u0642\u0627\u0633<\/h2>\n\n\n\n

                                                    \u0625\u0646 \u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u062d\u0644\u064a\u0644\u0647\u0627 \u0641\u064a \u0642\u0637\u0627\u0639 \u0627\u0644\u062d\u0631\u0627\u0633\u0627\u062a \u0627\u0644\u0623\u0645\u0646\u064a\u0629 \u064a\u064f\u062d\u0648\u0651\u0644 \u0627\u0644\u0623\u0645\u0646 \u0645\u0646 \u062a\u0643\u0644\u0641\u0629 \u062a\u0634\u063a\u064a\u0644\u064a\u0629 \u0636\u0631\u0648\u0631\u064a\u0629 \u0625\u0644\u0649 \u0627\u0633\u062a\u062b\u0645\u0627\u0631 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a \u0645\u064f\u0642\u0627\u0633<\/strong>. \u0647\u0630\u0627 \u0627\u0644\u062a\u062d\u0648\u0644 \u064a\u064f\u0645\u0643\u0651\u0646 \u0627\u0644\u0645\u0624\u0633\u0633\u0629 \u0645\u0646:<\/p>\n\n\n\n

                                                      \n
                                                    1. \u0627\u0644\u0645\u0631\u0648\u0646\u0629 \u0627\u0644\u0627\u0633\u062a\u0628\u0627\u0642\u064a\u0629:<\/strong> \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0645\u0634\u0627\u0643\u0644 \u0642\u0628\u0644 \u0648\u0642\u0648\u0639\u0647\u0627 \u0648\u0627\u062a\u062e\u0627\u0630 \u062e\u0637\u0648\u0627\u062a \u0648\u0642\u0627\u0626\u064a\u0629.<\/li>\n\n\n\n
                                                    2. \u0627\u0644\u062a\u062e\u0635\u064a\u0635 \u0627\u0644\u0623\u0645\u062b\u0644 \u0644\u0644\u0645\u0648\u0627\u0631\u062f:<\/strong> \u0636\u0645\u0627\u0646 \u0623\u0646 \u0643\u0644 \u062d\u0627\u0631\u0633 \u0648\u0643\u0644 \u062f\u0648\u0644\u0627\u0631 \u064a\u064f\u0646\u0641\u0642 \u064a\u0630\u0647\u0628 \u0644\u0644\u0645\u0643\u0627\u0646 \u0627\u0644\u0623\u0643\u062b\u0631 \u062d\u0627\u062c\u0629 \u0648\u062e\u0637\u0631\u0627\u064b.<\/li>\n\n\n\n
                                                    3. \u0627\u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0645\u0633\u062a\u0645\u0631 \u0644\u062c\u0648\u062f\u0629 \u0627\u0644\u062e\u062f\u0645\u0629:<\/strong> \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u063a\u0630\u064a\u0629 \u0627\u0644\u0631\u0627\u062c\u0639\u0629 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062d\u0631\u0627\u0633 \u0648\u0627\u0644\u0625\u062c\u0631\u0627\u0621\u0627\u062a \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629.<\/li>\n<\/ol>\n\n\n\n

                                                      \u0641\u064a \u0627\u0644\u0646\u0647\u0627\u064a\u0629\u060c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0647\u064a \u0627\u0644\u0623\u0639\u064a\u0646 \u0627\u0644\u0625\u0636\u0627\u0641\u064a\u0629 \u0644\u0644\u0625\u062f\u0627\u0631\u0629\u060c \u0627\u0644\u062a\u064a \u0644\u0627 \u062a\u0646\u0627\u0645 \u0623\u0628\u062f\u0627\u064b\u060c \u0648\u062a\u0648\u0641\u0631 \u0627\u0644\u064a\u0642\u0638\u0629 \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u0629 \u0627\u0644\u0644\u0627\u0632\u0645\u0629 \u0644\u0636\u0645\u0627\u0646 \u0623\u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0627\u0644\u0623\u0645\u0646 \u0648\u0627\u0644\u0643\u0641\u0627\u0621\u0629.<\/p>","protected":false},"excerpt":{"rendered":"

                                                      \u0646\u0628\u0636 \u0627\u0644\u0645\u064a\u062f\u0627\u0646: \u0623\u062f\u0648\u0627\u062a \u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0645\u064a\u062f\u0627\u0646\u064a \u0644\u0641\u0631\u0642 \u0627\u0644\u062d\u0631\u0627\u0633\u0627\u062a \u0627\u0644\u0623\u0645\u0646\u064a\u0629 \u062a\u064f\u0639\u062f\u0651 \u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0645\u064a\u062f\u0627\u0646\u064a \u0644\u0641\u0631\u0642 \u0627\u0644\u062d\u0631\u0627\u0633\u0629 \u0645\u0647\u0645\u0629 \u062d\u0627\u0633\u0645\u0629 \u062a\u0636\u0645\u0646 \u0623\u0646 \u0627\u0644\u062e\u0637\u0629 \u0627\u0644\u0623\u0645\u0646\u064a\u0629 \u0627\u0644\u0645\u0648\u0636\u0648\u0639\u0629 \u062a\u064f\u0646\u0641\u0630 \u0628\u0641\u0639\u0627\u0644\u064a\u0629 \u0648\u062f\u0642\u0629. \u0641\u064a \u0627\u0644\u0639\u0635\u0631 \u0627\u0644\u0631\u0642\u0645\u064a\u060c \u062a\u062d\u0648\u0644\u062a \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0645\u0646 \u0627\u0644\u062a\u0641\u062a\u064a\u0634 \u0627\u0644\u064a\u062f\u0648\u064a \u0625\u0644\u0649 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a (Real-time Data Analytics)\u060c \u0645\u0645\u0627 \u064a\u064f\u0645\u0643\u0651\u0646 \u0627\u0644\u0645\u0634\u0631\u0641\u064a\u0646 \u0648\u0627\u0644\u0625\u062f\u0627\u0631\u0629 \u0645\u0646 \u0631\u0624\u064a\u0629 \u0646\u0628\u0636 \u0627\u0644\u0645\u064a\u062f\u0627\u0646 \u0628\u0648\u0636\u0648\u062d \u0641\u0627\u0626\u0642. \u062a\u0647\u062f\u0641 \u0623\u062f\u0648\u0627\u062a […]<\/p>\n","protected":false},"author":1,"featured_media":2967,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[104],"tags":[109,110,108],"class_list":["post-2197","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-field-task-monitoring","tag-data-analysis","tag-110","tag-108"],"blocksy_meta":[],"_links":{"self":[{"href":"https:\/\/floatbooks.com\/en\/wp-json\/wp\/v2\/posts\/2197","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/floatbooks.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/floatbooks.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/floatbooks.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/floatbooks.com\/en\/wp-json\/wp\/v2\/comments?post=2197"}],"version-history":[{"count":3,"href":"https:\/\/floatbooks.com\/en\/wp-json\/wp\/v2\/posts\/2197\/revisions"}],"predecessor-version":[{"id":3029,"href":"https:\/\/floatbooks.com\/en\/wp-json\/wp\/v2\/posts\/2197\/revisions\/3029"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/floatbooks.com\/en\/wp-json\/wp\/v2\/media\/2967"}],"wp:attachment":[{"href":"https:\/\/floatbooks.com\/en\/wp-json\/wp\/v2\/media?parent=2197"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/floatbooks.com\/en\/wp-json\/wp\/v2\/categories?post=2197"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/floatbooks.com\/en\/wp-json\/wp\/v2\/tags?post=2197"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}