{"id":6916,"date":"2026-05-14T17:32:44","date_gmt":"2026-05-14T14:32:44","guid":{"rendered":"https:\/\/revistabrmecatronica.sp.senai.br\/ar\/6916\/%d8%b4%d8%b1%d9%83%d8%a9-cntxt-ai-%d8%aa%d9%83%d8%b4%d9%81-%d8%b9%d9%86-%d9%85%d9%86%d8%b5%d8%aa-%d8%a5%d9%8a%d8%af%d8%ac-munsit-edge-%d8%aa%d9%82%d9%86%d9%8a%d8%a9-%d8%b0%d9%83%d8%a7.html"},"modified":"2026-05-14T17:32:44","modified_gmt":"2026-05-14T14:32:44","slug":"%d8%b4%d8%b1%d9%83%d8%a9-cntxt-ai-%d8%aa%d9%83%d8%b4%d9%81-%d8%b9%d9%86-%d9%85%d9%86%d8%b5%d8%aa-%d8%a5%d9%8a%d8%af%d8%ac-munsit-edge-%d8%aa%d9%82%d9%86%d9%8a%d8%a9-%d8%b0%d9%83%d8%a7","status":"publish","type":"post","link":"https:\/\/revistabrmecatronica.sp.senai.br\/ar\/6916\/%d8%b4%d8%b1%d9%83%d8%a9-cntxt-ai-%d8%aa%d9%83%d8%b4%d9%81-%d8%b9%d9%86-%d9%85%d9%86%d8%b5%d8%aa-%d8%a5%d9%8a%d8%af%d8%ac-munsit-edge-%d8%aa%d9%82%d9%86%d9%8a%d8%a9-%d8%b0%d9%83%d8%a7.html","title":{"rendered":"\u0634\u0631\u0643\u0629 CNTXT AI \u062a\u0643\u0634\u0641 \u0639\u0646 \u00ab\u0645\u0646\u0635\u062a \u0625\u064a\u062f\u062c\u00bb (Munsit Edge): \u062a\u0642\u0646\u064a\u0629 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0631\u0628\u064a\u0629 \u062a\u062a\u064a\u062d \u0627\u0644\u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0641\u0648\u0631\u064a \u0648\u0627\u0644\u062e\u0627\u0635 \u0644\u0644\u0643\u0644\u0627\u0645 \u0625\u0644\u0649 \u0646\u0635 \u0639\u0644\u0649 \u0627\u0644\u0647\u0648\u0627\u062a\u0641 \u0648\u0627\u0644\u0633\u064a\u0627\u0631\u0627\u062a \u0648\u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0630\u0643\u064a\u0629"},"content":{"rendered":"<p><\/p>\n<div class=\"post-content cf entry-content content-spacious\">\n<p><em>\u062a\u0642\u0646\u064a\u0629 \u0645\u0628\u062a\u0643\u0631\u0629 \u062a\u0646\u062c\u0632 \u0627\u0644\u0646\u0633\u062e \u0627\u0644\u0641\u0648\u0631\u064a \u0644\u0644\u0643\u0644\u0627\u0645 \u0628\u0627\u0644\u0644\u063a\u0629 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\u0627\u0644\u0639\u0631\u0628\u064a.<\/em><\/p>\n<p>\u00a0<\/p>\n<p><strong>\u0623\u0628\u0648\u0638\u0628\u064a\u060c \u0627\u0644\u0625\u0645\u0627\u0631\u0627\u062a \u0627\u0644\u0639\u0631\u0628\u064a\u0629 \u0627\u0644\u0645\u062a\u062d\u062f\u0629 \u2013 13 \u0645\u0627\u064a\u0648 2026:<\/strong> \u0623\u0639\u0644\u0646\u062a \u0634\u0631\u0643\u0629 CNTXT AI \u0627\u0644\u064a\u0648\u0645 \u0639\u0646 \u0627\u0644\u0625\u0637\u0644\u0627\u0642 \u0627\u0644\u0631\u0633\u0645\u064a \u0644\u062a\u0642\u0646\u064a\u0629 \u00ab\u0645\u0646\u0635\u062a \u0625\u064a\u062f\u062c\u00bb (Munsit Edge)\u060c \u0627\u0644\u062a\u064a \u062a\u064f\u0639\u062f \u0645\u0646 \u0623\u0648\u0627\u0626\u0644 \u062d\u0644\u0648\u0644 \u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0643\u0644\u0627\u0645 \u0627\u0644\u0639\u0631\u0628\u064a \u0625\u0644\u0649 \u0646\u0635 (Speech-to-Text) \u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0628\u0627\u0644\u0643\u0627\u0645\u0644 \u0639\u0644\u0649 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\u0627\u0644\u0631\u0642\u0645\u064a\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643:<\/p>\n<ul>\n<li>\u0645\u0631\u0627\u0643\u0632 \u0627\u0644\u0627\u062a\u0635\u0627\u0644\u060c \u0648\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644\u0627\u062a\u060c \u0648\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0631\u062f \u0627\u0644\u0635\u0648\u062a\u064a \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a (IVR)\u060c \u0645\u0639 \u0646\u0633\u062e \u0641\u0648\u0631\u064a \u0644\u0644\u0645\u0643\u0627\u0644\u0645\u0627\u062a \u0628\u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0639\u0631\u0628\u064a\u0629 \u062f\u0648\u0646 \u062a\u0643\u0627\u0644\u064a\u0641 \u062e\u0648\u0627\u062f\u0645 \u062a\u064f\u062d\u062a\u0633\u0628 \u0628\u0627\u0644\u062f\u0642\u064a\u0642\u0629\u060c \u0648\u0636\u0645\u0646 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0627\u0644\u0645\u0634\u063a\u0644.<\/li>\n<li>\u0627\u0644\u0628\u0646\u0648\u0643 \u0648\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0645\u0627\u0644\u064a\u0629\u060c \u0645\u0639 \u0642\u062f\u0631\u0627\u062a \u0646\u0633\u062e \u0635\u0648\u062a\u064a \u062a\u062a\u0648\u0627\u0641\u0642 \u0645\u0639 \u0623\u0643\u062b\u0631 \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0625\u0642\u0627\u0645\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0627\u0644\u062a\u0646\u0638\u064a\u0645\u064a \u0635\u0631\u0627\u0645\u0629.<\/li>\n<li>\u0627\u0644\u062c\u0647\u0627\u062a \u0627\u0644\u062d\u0643\u0648\u0645\u064a\u0629 \u0648\u0627\u0644\u0642\u0637\u0627\u0639 \u0627\u0644\u0639\u0627\u0645\u060c \u0639\u0628\u0631 \u062e\u062f\u0645\u0627\u062a \u0635\u0648\u062a\u064a\u0629 \u0645\u0648\u062c\u0647\u0629 \u0644\u0644\u0645\u0648\u0627\u0637\u0646\u064a\u0646 \u0636\u0645\u0646 \u0628\u0646\u064a\u0629 \u062a\u062d\u062a\u064a\u0629 \u0633\u064a\u0627\u062f\u064a\u0629 \u0648\u0622\u0645\u0646\u0629.<\/li>\n<li>\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0633\u064a\u0627\u0631\u0627\u062a \u0648\u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0645\u062f\u0645\u062c\u0629\u060c \u0645\u0639 \u0648\u0627\u062c\u0647\u0627\u062a \u0635\u0648\u062a\u064a\u0629 \u0628\u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0639\u0631\u0628\u064a\u0629 \u062a\u0639\u0645\u0644 \u0628\u0643\u0641\u0627\u0621\u0629 \u0643\u0627\u0645\u0644\u0629 \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0627\u062a\u0635\u0627\u0644 \u062e\u0644\u0648\u064a.<\/li>\n<li>\u0627\u0644\u0645\u0646\u0627\u0632\u0644 \u0627\u0644\u0630\u0643\u064a\u0629 \u0648\u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0627\u0633\u062a\u0647\u0644\u0627\u0643\u064a\u0629\u060c \u0645\u0639 \u0625\u0645\u0643\u0627\u0646\u0627\u062a \u062a\u062d\u0643\u0645 \u0635\u0648\u062a\u064a \u0628\u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0639\u0631\u0628\u064a\u0629 \u062a\u0639\u0645\u0644 \u062f\u0648\u0646 \u0627\u0634\u062a\u0631\u0627\u0643 \u0633\u062d\u0627\u0628\u064a \u0648\u0628\u0634\u0643\u0644 \u0643\u0627\u0645\u0644 \u062f\u0648\u0646 \u0627\u062a\u0635\u0627\u0644 \u0628\u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a.<\/li>\n<\/ul>\n<p>\u00a0<\/p>\n<p><strong>\u0627\u0644\u062a\u0648\u0627\u0641\u0631 \u0648\u0622\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u0643\u0627\u0645\u0644<\/strong><\/p>\n<p>\u064a\u062a\u0648\u0641\u0631 \u00ab\u0645\u0646\u0635\u062a \u0625\u064a\u062f\u062c\u00bb \u0627\u0639\u062a\u0628\u0627\u0631\u0627\u064b \u0645\u0646 \u0627\u0644\u064a\u0648\u0645 \u0639\u0628\u0631 \u062b\u0644\u0627\u062b\u0629 \u0645\u0633\u0627\u0631\u0627\u062a \u0631\u0626\u064a\u0633\u064a\u0629 \u0644\u0644\u062a\u0643\u0627\u0645\u0644:<\/p>\n<ul>\n<li>\u062d\u0632\u0645 \u062a\u0637\u0648\u064a\u0631 \u0628\u0631\u0645\u062c\u064a\u0627\u062a (SDKs) \u0644\u0623\u0646\u0638\u0645\u0629 iOS \u0648Android \u0648macOS \u0648Windows \u0648Linux.<\/li>\n<li>\u062d\u0627\u0648\u064a\u0627\u062a \u062a\u0634\u063a\u064a\u0644 \u0645\u062d\u0644\u064a\u0629 (On-Premise Containers) \u0644\u0644\u0646\u0634\u0631 \u062f\u0627\u062e\u0644 \u0627\u0644\u0633\u062d\u0628 \u0627\u0644\u062e\u0627\u0635\u0629 \u0648\u0645\u0631\u0627\u0643\u0632 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0624\u0633\u0633\u064a\u0629.<\/li>\n<li>\u0646\u0633\u062e \u0645\u062e\u0635\u0635\u0629 \u0644\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0645\u062f\u0645\u062c\u0629 \u0648\u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u0644\u0642\u0637\u0627\u0639\u0627\u062a \u0627\u0644\u0633\u064a\u0627\u0631\u0627\u062a \u0648\u0627\u0644\u0645\u0646\u0627\u0632\u0644 \u0627\u0644\u0630\u0643\u064a\u0629 \u0648\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629.<\/li>\n<\/ul>\n<p>\u0643\u0645\u0627 \u062a\u0638\u0644 \u0645\u0646\u0635\u0629 \u00ab\u0645\u0646\u0635\u062a\u00bb \u0645\u062a\u0627\u062d\u0629 \u0639\u0628\u0631 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0633\u062d\u0627\u0628\u064a\u0629 \u0622\u0645\u0646\u0629 (API)\u060c \u0648\u0645\u0646\u0635\u0629 \u0648\u064a\u0628\u060c \u0648\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0644\u0647\u0648\u0627\u062a\u0641 \u0627\u0644\u0630\u0643\u064a\u0629\u060c \u0628\u0645\u0627 \u064a\u062a\u064a\u062d \u0644\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0627\u0644\u062c\u0645\u0639 \u0628\u064a\u0646 \u0627\u0644\u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0633\u062d\u0627\u0628\u064a \u0648\u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u062d\u0644\u064a\u0629 \u0648\u0641\u0642\u0627\u064b \u0644\u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a\u0647\u0627 \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u0627\u0644\u0623\u062f\u0627\u0621\u060c \u0648\u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644\u060c \u0648\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629.<\/p>\n<p>\u0648\u064a\u0645\u0643\u0646 \u0644\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0648\u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0627\u0644\u0631\u0627\u063a\u0628\u0629 \u0641\u064a \u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0639\u0628\u0631 \u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: <span class=\"__cf_email__\" data-cfemail=\"1e767b7272715e736b706d776a307d7173\">[email\u00a0protected]<\/span><\/p>\n<p>\u00a0<\/p>\n<p><strong>-\u0627\u0646\u062a\u0647\u0649-<\/strong><\/p>\n<p><strong>\u00a0<\/strong><\/p>\n<p><strong>\u0646\u0628\u0630\u0629 \u0639\u0646 <\/strong><strong>CNTXT AI<\/strong><\/p>\n<p>\u062a\u064f\u0639\u062f CNTXT AI \u0634\u0631\u0643\u0629 \u0645\u062a\u062e\u0635\u0635\u0629 \u0641\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u062a\u062a\u062e\u0630 \u0645\u0646 \u062f\u0648\u0644\u0629 \u0627\u0644\u0625\u0645\u0627\u0631\u0627\u062a \u0627\u0644\u0639\u0631\u0628\u064a\u0629 \u0627\u0644\u0645\u062a\u062d\u062f\u0629 \u0645\u0642\u0631\u0627\u064b \u0644\u0647\u0627\u060c \u062d\u064a\u062b \u062a\u0633\u0627\u0639\u062f \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0639\u0644\u0649 \u062a\u0635\u0645\u064a\u0645 \u0648\u0628\u0646\u0627\u0621 \u0648\u0646\u0634\u0631 \u0648\u062a\u0648\u0633\u064a\u0639 \u062d\u0644\u0648\u0644 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0633\u064a\u0627\u062f\u064a\u0629 \u0645\u0639 \u0627\u0644\u062d\u0641\u0627\u0638 \u0627\u0644\u0643\u0627\u0645\u0644 \u0639\u0644\u0649 \u0627\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/p>\n<p>\u0648\u062a\u0634\u0645\u0644 \u062e\u062f\u0645\u0627\u062a\u0647\u0627 \u0627\u0644\u0645\u0624\u0633\u0633\u064a\u0629 \u062a\u0648\u0641\u064a\u0631 \u0628\u064a\u0627\u0646\u0627\u062a \u062a\u062f\u0631\u064a\u0628 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062c\u0648\u062f\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0648\u0633\u0645 \u0648\u0627\u0644\u062a\u0639\u0644\u064a\u0642 \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a \u0644\u0645\u062e\u062a\u0628\u0631\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0648\u0641\u0631\u0642 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0624\u0633\u0633\u064a\u0629\u060c \u0648\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a\u060c \u0625\u0644\u0649 \u062c\u0627\u0646\u0628 \u062a\u0637\u0648\u064a\u0631 \u062d\u0644\u0648\u0644 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u062e\u0635\u0635\u0629 \u062a\u062a\u0643\u0627\u0645\u0644 \u0628\u0633\u0644\u0627\u0633\u0629 \u0645\u0639 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0644\u062f\u0649 \u0627\u0644\u0639\u0645\u0644\u0627\u0621.<\/p>\n<p>\u0648\u062a\u0636\u0645 \u0645\u062d\u0641\u0638\u0629 \u0627\u0644\u0634\u0631\u0643\u0629 \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0645\u0646\u0635\u0629 \u00ab\u0645\u0646\u0635\u062a\u00bb (Munsit)\u060c \u0627\u0644\u062a\u064a \u062a\u064f\u0639\u062f \u0645\u0646 \u0623\u0628\u0631\u0632 \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0635\u0648\u062a\u064a \u0628\u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0639\u0631\u0628\u064a\u0629.<\/p>\n<p>\u0648\u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062e\u0627\u0645 \u0625\u0644\u0649 \u062d\u0644\u0648\u0644 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u062c\u0627\u0647\u0632\u0629 \u0644\u0644\u0625\u0646\u062a\u0627\u062c\u060c \u062a\u0645\u0643\u0651\u0646 CNTXT AI \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0645\u0646 \u062a\u0633\u0631\u064a\u0639 \u062a\u0628\u0646\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u062f\u0648\u0646 \u0627\u0644\u0645\u0633\u0627\u0633 \u0628\u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0627\u0644\u062a\u0646\u0638\u064a\u0645\u064a\u060c \u0623\u0648 \u0633\u064a\u0627\u062f\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0623\u0648 \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629.<\/p>\n<p>\u0644\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a\u060c \u064a\u064f\u0631\u062c\u0649 \u0632\u064a\u0627\u0631\u0629 CNTXT AI<\/p>\n<p><strong>\u0644\u0644\u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0625\u0639\u0644\u0627\u0645\u064a\u0629:<\/strong><\/p>\n<p><span class=\"__cf_email__\" data-cfemail=\"c9bbb0a4e7aba8aaa1a6bcaaa1ac89aaa7bdb1bde7bdacaaa1\">[email\u00a0protected]<\/span><\/p>\n<p>\u00a0<\/p>\n<p>\u00a0<\/p>\n<p>\u00a0<\/p>\n<p>\u00a0<\/p>\n<p>\u00a0<\/p>\n<p>\u00a0<\/p>\n<p>\u00a0<\/p>\n<p>\u00a0<\/p>\n<\/p><\/div>\n<p><a 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