{"id":17427,"date":"2024-08-05T16:03:00","date_gmt":"2024-08-05T09:03:00","guid":{"rendered":"https:\/\/bap-software.net\/?post_type=knowledge&p=17427"},"modified":"2024-08-08T10:57:21","modified_gmt":"2024-08-08T03:57:21","slug":"robotic-process-automation-rpa","status":"publish","type":"knowledge","link":"https:\/\/bap-software.net\/vi\/knowledge\/robotic-process-automation-rpa\/","title":{"rendered":"T\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh Robot (RPA): Gi\u1ea3i ph\u00e1p t\u0103ng n\u0103ng su\u1ea5t v\u00e0 hi\u1ec7u qu\u1ea3 c\u00f4ng vi\u1ec7c"},"content":{"rendered":"

T\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh b\u1eb1ng r\u00f4-b\u1ed1t (RPA) l\u00e0 c\u00f4ng ngh\u1ec7 cho ph\u00e9p doanh nghi\u1ec7p t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c t\u00e1c v\u1ee5 l\u1eb7p \u0111i l\u1eb7p l\u1ea1i v\u00e0 d\u1ef1a tr\u00ean quy t\u1eafc b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng r\u00f4-b\u1ed1t ph\u1ea7n m\u1ec1m ho\u1eb7c “bot”. Nh\u1eefng con “bot” n\u00e0y b\u1eaft ch\u01b0\u1edbc h\u00e0nh \u0111\u1ed9ng c\u1ee7a con ng\u01b0\u1eddi, t\u01b0\u01a1ng t\u00e1c v\u1edbi nhi\u1ec1u h\u1ec7 th\u1ed1ng v\u00e0 \u1ee9ng d\u1ee5ng kh\u00e1c nhau \u0111\u1ec3 th\u1ef1c hi\u1ec7n c\u00e1c nhi\u1ec7m v\u1ee5 m\u1ed9t c\u00e1ch ch\u00ednh x\u00e1c v\u00e0 hi\u1ec7u qu\u1ea3. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 t\u1ea5t c\u1ea3 m\u1ecdi th\u1ee9 b\u1ea1n c\u1ea7n bi\u1ebft v\u1ec1 RPA.<\/span><\/p>\n

1. RPA l\u00e0 g\u00ec?\u00a0<\/strong><\/h2>\n
\"What

C\u00f4ng ngh\u1ec7 RPA h\u1ed7 tr\u1ee3 n\u00e2ng cao hi\u1ec7u qu\u1ea3 c\u00f4ng vi\u1ec7c (Ngu\u1ed3n: Vi\u1ec7t Tu\u1ea5n)<\/p><\/div>\n

T\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh b\u1eb1ng robot – RPA, l\u00e0 c\u00f4ng ngh\u1ec7 s\u1eed d\u1ee5ng robot ph\u1ea7n m\u1ec1m \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c t\u00e1c v\u1ee5 th\u1ee7 c\u00f4ng b\u1eb1ng c\u00e1ch t\u01b0\u01a1ng t\u00e1c v\u1edbi c\u00e1c \u1ee9ng d\u1ee5ng, ph\u1ea7n m\u1ec1m h\u1ec7 th\u1ed1ng, database v\u00e0 trang web kh\u00e1c nhau. C\u00e1c \u201cbot\u201d RPA \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 copy thao t\u00e1c c\u1ee7a ng\u01b0\u1eddi d\u00f9ng c\u0169ng nh\u01b0 tu\u00e2n theo c\u00e1c quy t\u1eafc \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh tr\u01b0\u1edbc \u0111\u1ec3 th\u1ef1c hi\u1ec7n c\u00e1c nhi\u1ec7m v\u1ee5.<\/span><\/p>\n

C\u00f4ng ngh\u1ec7 RPA c\u00f3 nhi\u1ec1u \u1ee9ng d\u1ee5ng, t\u1eeb x\u1eed l\u00fd giao d\u1ecbch tr\u1ef1c tuy\u1ebfn \u0111\u1ebfn th\u1ef1c hi\u1ec7n ki\u1ec3m tra b\u1ea3o m\u1eadt. N\u00f3 c\u0169ng c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng thao t\u00e1c c\u00e1c c\u00f4ng vi\u1ec7c nh\u01b0 x\u1eed l\u00fd giao d\u1ecbch, x\u1eed l\u00fd d\u1eef li\u1ec7u, tr\u1ea3 l\u1eddi email, v.v.. B\u1eb1ng c\u00e1ch t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c quy tr\u00ecnh l\u1eb7p \u0111i l\u1eb7p l\u1ea1i, c\u00e1c c\u00f4ng ty c\u00f3 th\u1ec3 gi\u1ea3m chi ph\u00ed v\u1eadn h\u00e0nh v\u00e0 t\u1eadp trung v\u00e0o vi\u1ec7c n\u00e2ng cao hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng.<\/span><\/p>\n

2. So s\u00e1nh s\u1ef1 kh\u00e1c bi\u1ec7t gi\u1eefa RPA , Machine Learning v\u00e0 AI<\/strong><\/h2>\n
\"Compare

Nh\u1eadn bi\u1ebft nh\u1eefng t\u00ednh ch\u1ea5t c\u01a1 b\u1ea3n c\u1ee7a AI, ML, RPA (Ngu\u1ed3n: Linkedin)<\/p><\/div>\n

AI (Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o)<\/strong><\/h3>\n

AI<\/a> \u0111\u1ec1 c\u1eadp \u0111\u1ebfn l\u0129nh v\u1ef1c r\u1ed9ng l\u1edbn h\u01a1n l\u00e0 t\u1ea1o ra nh\u1eefng c\u1ed7 m\u00e1y th\u00f4ng minh c\u00f3 th\u1ec3 b\u1eaft ch\u01b0\u1edbc tr\u00ed th\u00f4ng minh c\u1ee7a con ng\u01b0\u1eddi. N\u00f3 li\u00ean quan \u0111\u1ebfn vi\u1ec7c ph\u00e1t tri\u1ec3n c\u00e1c h\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 nh\u1eadn th\u1ee9c, hi\u1ec3u, suy lu\u1eadn v\u00e0 h\u1ecdc c\u00e1ch \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh ho\u1eb7c th\u1ef1c hi\u1ec7n nhi\u1ec7m v\u1ee5.<\/span><\/p>\n

V\u00ed d\u1ee5: <\/b>Xe t\u1ef1 l\u00e1i \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 AI. N\u00f3 s\u1eed d\u1ee5ng c\u00e1c c\u1ea3m bi\u1ebfn v\u00e0 th\u1ecb gi\u00e1c m\u00e1y t\u00ednh \u0111\u1ec3 nh\u1eadn bi\u1ebft m\u00f4i tr\u01b0\u1eddng; c\u00e1c thu\u1eadt to\u00e1n h\u1ecdc m\u00e1y \u0111\u1ec3 hi\u1ec3u v\u00e0 suy lu\u1eadn v\u1ec1 c\u00e1c quy t\u1eafc giao th\u00f4ng c\u0169ng nh\u01b0 c\u00e1c v\u1eadt th\u1ec3 xung quanh n\u00f3, c\u0169ng nh\u01b0 kh\u1ea3 n\u0103ng ra quy\u1ebft \u0111\u1ecbnh \u0111\u1ec3 l\u00e1i xe an to\u00e0n v\u00e0 \u0111i\u1ec1u h\u01b0\u1edbng \u0111\u1ebfn \u0111\u00edch.<\/span><\/p>\n

Machine learning (H\u1ecdc m\u00e1y)<\/strong><\/h3>\n

Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o gi\u1ed1ng nh\u01b0 m\u1ed9t c\u00e1i c\u00e2y l\u1edbn trong khi machine learning<\/a> c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c coi l\u00e0 m\u1ed9t nh\u00e1nh nh\u1ecf. N\u00f3 ch\u1ee7 y\u1ebfu t\u1eadp trung v\u00e0o c\u00e1c thu\u1eadt to\u00e1n v\u00e0 m\u00f4 h\u00ecnh cho ph\u00e9p m\u00e1y t\u00ednh h\u1ecdc t\u1eeb d\u1eef li\u1ec7u m\u00e0 kh\u00f4ng c\u1ea7n l\u1eadp tr\u00ecnh r\u00f5 r\u00e0ng. Qu\u00e1 tr\u00ecnh n\u00e0y bao g\u1ed3m c\u00e1c m\u00f4 h\u00ecnh gi\u1ea3ng d\u1ea1y b\u1eb1ng c\u00e1ch nh\u1eadp d\u1eef li\u1ec7u \u0111\u1ec3 l\u1ea5y d\u1ef1 \u0111o\u00e1n ho\u1eb7c h\u00e0nh \u0111\u1ed9ng l\u00e0m \u0111\u1ea7u ra<\/span>.<\/span><\/p>\n

V\u00ed d\u1ee5:<\/b> L\u1ea5y vi\u1ec7c l\u1ecdc th\u01b0 r\u00e1c qua email l\u00e0m v\u00ed d\u1ee5 v\u1ec1 h\u1ecdc m\u00e1y. Ng\u01b0\u1eddi d\u00f9ng \u0111\u00e0o t\u1ea1o c\u00e1c thu\u1eadt to\u00e1n h\u1ecdc m\u00e1y b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng ngu\u1ed3n d\u1eef li\u1ec7u email phong ph\u00fa. \u0110i\u1ec1u n\u00e0y cho ph\u00e9p bot t\u1ef1 \u0111\u1ed9ng ph\u00e2n bi\u1ec7t gi\u1eefa email spam v\u00e0 kh\u00f4ng ph\u1ea3i th\u01b0 r\u00e1c d\u1ef1a tr\u00ean c\u00e1c \u0111\u1eb7c \u0111i\u1ec3m nh\u1ea5t \u0111\u1ecbnh \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh b\u1edfi ng\u01b0\u1eddi d\u00f9ng tr\u01b0\u1edbc \u0111\u00f3.<\/span><\/p>\n

T\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh b\u1eb1ng robot (RPA)<\/strong><\/h3>\n

RPA li\u00ean quan \u0111\u1ebfn vi\u1ec7c t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c t\u00e1c v\u1ee5 l\u1eb7p \u0111i l\u1eb7p l\u1ea1i v\u00e0 d\u1ef1a tr\u00ean quy t\u1eafc b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng robot ph\u1ea7n m\u1ec1m. N\u00f3 nh\u1eb1m m\u1ee5c \u0111\u00edch t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c c\u00f4ng vi\u1ec7c th\u1ee7 c\u00f4ng, nh\u00e0m ch\u00e1n v\u00e0 l\u1eb7p \u0111i l\u1eb7p l\u1ea1i \u0111\u1ec3 n\u00e2ng cao hi\u1ec7u qu\u1ea3 v\u00e0 gi\u1ea3m thi\u1ec3u l\u1ed7i c\u1ee7a con ng\u01b0\u1eddi.<\/span><\/p>\n

V\u00ed d\u1ee5:<\/b> H\u00e3y t\u01b0\u1edfng t\u01b0\u1ee3ng m\u1ed9t c\u00f4ng ty nh\u1eadn \u0111\u01b0\u1ee3c nhi\u1ec1u h\u00f3a \u0111\u01a1n m\u1ed7i ng\u00e0y. Thay v\u00ec x\u1eed l\u00fd th\u1ee7 c\u00f4ng t\u1eebng h\u00f3a \u0111\u01a1n, robot ph\u1ea7n m\u1ec1m RPA c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o \u0111\u1ec3 tr\u00edch xu\u1ea5t d\u1eef li\u1ec7u li\u00ean quan t\u1eeb h\u00f3a \u0111\u01a1n, nh\u1eadp d\u1eef li\u1ec7u \u0111\u00f3 v\u00e0o h\u1ec7 th\u1ed1ng k\u1ebf to\u00e1n c\u1ee7a c\u00f4ng ty v\u00e0 t\u1ef1 \u0111\u1ed9ng t\u1ea1o h\u1ed3 s\u01a1 thanh to\u00e1n.<\/span><\/p>\n

Ng\u1eafn g\u1ecdn th\u00ec AI l\u00e0 kh\u00e1i ni\u1ec7m c\u00f3 t\u00ednh bao qu\u00e1t v\u1ec1 vi\u1ec7c t\u1ea1o ra c\u00e1c m\u00e1y m\u00f3c th\u00f4ng minh. Trong khi \u0111\u00f3, h\u1ecdc m\u00e1y l\u00e0 m\u1ed9t nh\u00e1nh c\u1ee7a AI ch\u1ee7 y\u1ebfu nh\u1eafm v\u00e0o vi\u1ec7c h\u1ecdc t\u1eeb d\u1eef li\u1ec7u, ng\u01b0\u1ee3c l\u1ea1i th\u00ec RPA l\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c t\u00e1c v\u1ee5 c\u00f3 t\u00ednh l\u1eb7p l\u1ea1i b\u1eb1ng robot ph\u1ea7n m\u1ec1m th\u00f4ng minh.<\/span><\/p>\n

3. T\u1ea1i sao c\u1ea7n \u00e1p d\u1ee5ng RPA v\u00e0 nh\u1eefng l\u1ee3i \u00edch cho doanh nghi\u1ec7p?<\/strong><\/h2>\n
\"Why

Doanh nghi\u1ec7p c\u1ea7n \u1ee9ng d\u1ee5ng RPA \u0111\u1ec3 n\u00e2ng cao hi\u1ec7u qu\u1ea3 kinh doanh trong th\u1eddi bu\u1ed5i 4.0 (Ngu\u1ed3n: BPO.MP)<\/p><\/div>\n

Gi\u1ea3i ph\u00e1p T\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh b\u1eb1ng robot (RPA) th\u00e2n thi\u1ec7n v\u1edbi ng\u01b0\u1eddi d\u00f9ng. C\u00f4ng ngh\u1ec7 n\u00e0y cho ph\u00e9p c\u00e1c c\u00f4ng ty t\u1ef1 x\u00e2y d\u1ef1ng bot RPA m\u00e0 kh\u00f4ng c\u1ea7n \u0111\u1ed9i ng\u0169 ph\u00e1t tri\u1ec3n l\u1edbn ho\u1eb7c ki\u1ebfn \u200b\u200bth\u1ee9c s\u00e2u v\u1ec1 ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh<\/a> c\u0169ng nh\u01b0 c\u00f4ng ngh\u1ec7 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o.<\/span><\/p>\n

Vi\u1ec7c gi\u1edbi thi\u1ec7u RPA gi\u00fap hi\u1ec7n \u0111\u1ea1i h\u00f3a c\u00e1c gi\u1ea3i ph\u00e1p hi\u1ec7n c\u00f3 m\u00e0 kh\u00f4ng t\u1ea1o ra c\u00e1c giao di\u1ec7n v\u00e0 t\u00edch h\u1ee3p m\u1edbi. L\u1ee3i \u00edch tr\u1ef1c ti\u1ebfp c\u1ee7a RPA gi\u00fap gi\u1ea3m \u0111\u00e1ng k\u1ec3 l\u1ed7i c\u1ee7a con ng\u01b0\u1eddi, chi ph\u00ed v\u1eadn h\u00e0nh v\u00e0 c\u00f4ng vi\u1ec7c th\u1ee7 c\u00f4ng, bao g\u1ed3m c\u1ea3 qu\u1ea3n l\u00fd ki\u1ec3m to\u00e1n v\u00e0 tu\u00e2n th\u1ee7.<\/span><\/p>\n

T\u1ef1 \u0111\u1ed9ng h\u00f3a cho ph\u00e9p c\u00e1c c\u00f4ng ty t\u00e1i \u0111\u1ea7u t\u01b0 th\u1eddi gian c\u1ee7a nh\u00e2n vi\u00ean v\u00e0o c\u00f4ng vi\u1ec7c c\u00f3 gi\u00e1 tr\u1ecb gia t\u0103ng v\u00e0 \u0111\u1ed5i m\u1edbi. V\u1edbi RPA, c\u00e1c doanh nghi\u1ec7p c\u00f3 \u0111\u01b0\u1ee3c c\u01a1 h\u1ed9i t\u0103ng doanh thu, c\u00f3 th\u1ec3 \u0111\u1ea9y nhanh qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i k\u1ef9 thu\u1eadt s\u1ed1<\/a>, mang l\u1ea1i l\u1ee3i nhu\u1eadn cao h\u01a1n n\u1eefa.\u00a0<\/span><\/p>\n

RPA mang l\u1ea1i gi\u00e1 tr\u1ecb cho b\u1ea5t k\u1ef3 doanh nghi\u1ec7p n\u00e0o b\u1eb1ng nhi\u1ec1u c\u00e1ch. V\u00e0 d\u01b0\u1edbi \u0111\u00e2y, BAP IT li\u1ec7t k\u00ea m\u1ed9t s\u1ed1 l\u1ee3i \u00edch r\u00f5 n\u00e9t:<\/span><\/p>\n