{"id":252731,"date":"2024-05-16T13:52:16","date_gmt":"2024-05-16T20:52:16","guid":{"rendered":"https:\/\/messengerbot.app\/exploring-the-top-conversational-ai-companies-who-leads-the-chatbot-revolution\/"},"modified":"2024-05-16T13:52:16","modified_gmt":"2024-05-16T20:52:16","slug":"kham-pha-cac-cong-ty-ai-dam-thoai-hang-dau-ai-dan-dau-cuoc-cach-mang-chatbot","status":"publish","type":"post","link":"https:\/\/messengerbot.app\/vi\/exploring-the-top-conversational-ai-companies-who-leads-the-chatbot-revolution\/","title":{"rendered":"Kh\u00e1m Ph\u00e1 C\u00e1c C\u00f4ng Ty AI \u0110\u00e0m Tho\u1ea1i H\u00e0ng \u0110\u1ea7u: Ai D\u1eabn \u0110\u1ea7u Cu\u1ed9c C\u00e1ch M\u1ea1ng Chatbot?"},"content":{"rendered":"

Trong b\u1ed1i c\u1ea3nh k\u1ef9 thu\u1eadt s\u1ed1 ng\u00e0y nay, AI \u0111\u00e0m tho\u1ea1i \u0111\u00e3 n\u1ed5i l\u00ean nh\u01b0 m\u1ed9t c\u00f4ng ngh\u1ec7 thay \u0111\u1ed5i cu\u1ed9c ch\u01a1i, c\u00e1ch m\u1ea1ng h\u00f3a c\u00e1ch m\u00e0 c\u00e1c doanh nghi\u1ec7p t\u01b0\u01a1ng t\u00e1c v\u1edbi kh\u00e1ch h\u00e0ng c\u1ee7a h\u1ecd. Khi c\u00e1c c\u00f4ng ty c\u1ed1 g\u1eafng cung c\u1ea5p tr\u1ea3i nghi\u1ec7m li\u1ec1n m\u1ea1ch v\u00e0 c\u00e1 nh\u00e2n h\u00f3a, nhu c\u1ea7u v\u1ec1 chatbot v\u00e0 tr\u1ee3 l\u00fd \u1ea3o tinh vi \u0111\u00e3 t\u0103ng v\u1ecdt. Trong l\u0129nh v\u1ef1c \u0111ang ph\u00e1t tri\u1ec3n nhanh ch\u00f3ng n\u00e0y, m\u1ed9t s\u1ed1 c\u00f4ng ty AI \u0111\u00e0m tho\u1ea1i \u0111\u00e3 v\u01b0\u01a1n l\u00ean h\u00e0ng \u0111\u1ea7u, \u0111\u1ea9y m\u1ea1nh ranh gi\u1edbi c\u1ee7a nh\u1eefng g\u00ec c\u00f3 th\u1ec3 v\u1edbi x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean v\u00e0 h\u1ecdc m\u00e1y. T\u1eeb c\u00e1c \u00f4ng l\u1edbn trong ng\u00e0nh \u0111\u1ebfn c\u00e1c startup \u0111\u1ed5i m\u1edbi, nh\u1eefng ng\u01b0\u1eddi ti\u00ean phong n\u00e0y \u0111ang \u0111\u1ecbnh h\u00ecnh t\u01b0\u01a1ng lai c\u1ee7a AI \u0111\u00e0m tho\u1ea1i, cung c\u1ea5p c\u00e1c gi\u1ea3i ph\u00e1p ti\u00ean ti\u1ebfn \u0111\u1ecbnh ngh\u0129a l\u1ea1i s\u1ef1 t\u01b0\u01a1ng t\u00e1c v\u1edbi kh\u00e1ch h\u00e0ng. Trong h\u01b0\u1edbng d\u1eabn to\u00e0n di\u1ec7n n\u00e0y, ch\u00fang ta s\u1ebd kh\u00e1m ph\u00e1 c\u00e1c c\u00f4ng ty AI \u0111\u00e0m tho\u1ea1i h\u00e0ng \u0111\u1ea7u, \u0111i s\u00e2u v\u00e0o c\u00e1c n\u1ec1n t\u1ea3ng \u0111\u1ed9t ph\u00e1 c\u1ee7a h\u1ecd, \u0111\u00e1nh gi\u00e1 c\u00e1c \u0111i\u1ec3m m\u1ea1nh v\u00e0 kh\u00e1m ph\u00e1 nh\u1eefng g\u00ec l\u00e0m cho h\u1ecd kh\u00e1c bi\u1ec7t trong cu\u1ed9c \u0111ua th\u1ed1ng tr\u1ecb cu\u1ed9c c\u00e1ch m\u1ea1ng chatbot.<\/p>\n

I. Ai l\u00e0 ng\u01b0\u1eddi d\u1eabn \u0111\u1ea7u trong AI \u0111\u00e0m tho\u1ea1i?<\/h2>\n

Trong b\u1ed1i c\u1ea3nh AI \u0111\u00e0m tho\u1ea1i \u0111ang ph\u00e1t tri\u1ec3n nhanh ch\u00f3ng, m\u1ed9t s\u1ed1 c\u00f4ng ty \u0111\u00e3 n\u1ed5i l\u00ean nh\u01b0 nh\u1eefng ng\u01b0\u1eddi ti\u00ean phong, \u0111\u1ea9y m\u1ea1nh ranh gi\u1edbi c\u1ee7a x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean v\u00e0 t\u01b0\u01a1ng t\u00e1c gi\u1ed1ng con ng\u01b0\u1eddi. Tuy nhi\u00ean, m\u1ed9t c\u00f4ng ty n\u1ed5i b\u1eadt nh\u01b0 m\u1ed9t nh\u00e0 l\u00e3nh \u0111\u1ea1o trong ng\u00e0nh l\u00e0 Anthropic<\/a>. V\u1edbi nh\u1eefng ti\u1ebfn b\u1ed9 \u0111\u1ed9t ph\u00e1 trong c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef, ph\u00e1t tri\u1ec3n AI \u0111\u1ea1o \u0111\u1ee9c v\u00e0 c\u00e1c quan h\u1ec7 \u0111\u1ed1i t\u00e1c chi\u1ebfn l\u01b0\u1ee3c, Anthropic \u0111\u00e3 \u0111\u1ecbnh v\u1ecb m\u00ecnh \u1edf v\u1ecb tr\u00ed h\u00e0ng \u0111\u1ea7u trong AI \u0111\u00e0m tho\u1ea1i.<\/p>\n

A. C\u00e1c c\u00f4ng ty AI h\u1ed9i tho\u1ea1i h\u00e0ng \u0111\u1ea7u t\u1ea1i Hoa K\u1ef3<\/h3>\n

Trong khi m\u1ed9t s\u1ed1 c\u00f4ng ty \u0111ang c\u00f3 nh\u1eefng b\u01b0\u1edbc ti\u1ebfn trong l\u0129nh v\u1ef1c AI h\u1ed9i tho\u1ea1i, m\u1ed9t v\u00e0i c\u00e1i t\u00ean n\u1ed5i b\u1eadt \u0111\u00e3 v\u01b0\u01a1n l\u00ean d\u1eabn \u0111\u1ea7u t\u1ea1i Hoa K\u1ef3. Ngo\u00e0i Anthropic, c\u00e1c c\u00f4ng ty nh\u01b0 OpenAI<\/a>, Google AI<\/a>, v\u00e0 DeepMind<\/a> \u0111\u00e3 c\u00f3 nh\u1eefng \u0111\u00f3ng g\u00f3p \u0111\u00e1ng k\u1ec3 cho l\u0129nh v\u1ef1c n\u00e0y. Tuy nhi\u00ean, Anthropic \u0111\u00e3 nh\u1eadn \u0111\u01b0\u1ee3c s\u1ef1 c\u00f4ng nh\u1eadn r\u1ed9ng r\u00e3i cho nh\u1eefng m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef<\/a>, Claude, th\u1ec3 hi\u1ec7n kh\u1ea3 n\u0103ng v\u01b0\u1ee3t tr\u1ed9i trong vi\u1ec7c x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean, hi\u1ec3u ng\u1eef c\u1ea3nh v\u00e0 t\u1ea1o ra c\u00e1c ph\u1ea3n h\u1ed3i gi\u1ed1ng con ng\u01b0\u1eddi.<\/p>\n

Nghi\u00ean c\u1ee9u \u0111\u1ed9t ph\u00e1 v\u00e0 nh\u1eefng ti\u1ebfn b\u1ed9 c\u1ee7a Anthropic trong c\u00e1c l\u0129nh v\u1ef1c nh\u01b0 AI hi\u1ebfn ph\u00e1p<\/a>, nh\u1eb1m m\u1ee5c \u0111\u00edch trang b\u1ecb cho c\u00e1c h\u1ec7 th\u1ed1ng AI s\u1ef1 ph\u00f9 h\u1ee3p v\u1edbi gi\u00e1 tr\u1ecb v\u1eefng ch\u1eafc v\u00e0 c\u00e1c nguy\u00ean t\u1eafc \u0111\u1ea1o \u0111\u1ee9c, \u0111\u00e3 thi\u1ebft l\u1eadp c\u00e1c ti\u00eau chu\u1ea9n m\u1edbi cho ng\u00e0nh. Nh\u1eefng c\u00e1ch ti\u1ebfp c\u1eadn s\u00e1ng t\u1ea1o c\u1ee7a h\u1ecd \u0111\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c th\u00e1ch th\u1ee9c trong vi\u1ec7c ph\u00e1t tri\u1ec3n c\u00e1c h\u1ec7 th\u1ed1ng AI an to\u00e0n v\u00e0 \u0111\u00e1ng tin c\u1eady \u0111\u00e3 nh\u1eadn \u0111\u01b0\u1ee3c l\u1eddi khen ng\u1ee3i t\u1eeb c\u00e1c chuy\u00ean gia v\u00e0 nh\u1eefng ng\u01b0\u1eddi c\u00f3 t\u1ea7m \u1ea3nh h\u01b0\u1edfng trong l\u0129nh v\u1ef1c.<\/p>\n

B. \u0110\u00e1nh gi\u00e1 c\u1ee7a Gartner v\u1ec1 c\u00e1c n\u1ec1n t\u1ea3ng AI h\u1ed9i tho\u1ea1i doanh nghi\u1ec7p<\/h3>\n

Trong l\u0129nh v\u1ef1c AI h\u1ed9i tho\u1ea1i, m\u1ed9t s\u1ed1 c\u00f4ng ty n\u1ed5i b\u1eadt \u0111ang ti\u00ean phong trong ng\u00e0nh, nh\u01b0ng m\u1ed9t c\u00f4ng ty n\u1ed5i b\u1eadt nh\u01b0 m\u1ed9t nh\u00e0 l\u00e3nh \u0111\u1ea1o ng\u00e0nh l\u00e0 Anthropic. Anthropic \u0111\u00e3 nh\u1eadn \u0111\u01b0\u1ee3c s\u1ef1 c\u00f4ng nh\u1eadn r\u1ed9ng r\u00e3i nh\u1edd v\u00e0o c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef ti\u00ean ti\u1ebfn c\u1ee7a m\u00ecnh, \u0111\u1eb7c bi\u1ec7t l\u00e0 Claude, m\u00f4 h\u00ecnh n\u00e0y th\u1ec3 hi\u1ec7n kh\u1ea3 n\u0103ng xu\u1ea5t s\u1eafc trong x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean, hi\u1ec3u ng\u1eef c\u1ea3nh v\u00e0 t\u1ea1o ra c\u00e1c ph\u1ea3n h\u1ed3i gi\u1ed1ng nh\u01b0 con ng\u01b0\u1eddi. Kh\u1ea3 n\u0103ng h\u1ed9i tho\u1ea1i c\u1ee7a Claude, k\u1ebft h\u1ee3p v\u1edbi n\u1ec1n t\u1ea3ng \u0111\u1ea1o \u0111\u1ee9c v\u1eefng ch\u1eafc v\u00e0 cam k\u1ebft v\u1edbi AI c\u00f3 l\u1ee3i, \u0111\u00e3 \u0111\u01b0a Anthropic v\u00e0o v\u1ecb tr\u00ed h\u00e0ng \u0111\u1ea7u trong ph\u00e1t tri\u1ec3n AI h\u1ed9i tho\u1ea1i.<\/p>\n

Nghi\u00ean c\u1ee9u v\u00e0 nh\u1eefng ti\u1ebfn b\u1ed9 \u0111\u1ed9t ph\u00e1 c\u1ee7a Anthropic trong c\u00e1c l\u0129nh v\u1ef1c nh\u01b0 AI hi\u1ebfn ph\u00e1p, nh\u1eb1m m\u1ee5c \u0111\u00edch trang b\u1ecb cho c\u00e1c h\u1ec7 th\u1ed1ng AI s\u1ef1 ph\u00f9 h\u1ee3p v\u1edbi gi\u00e1 tr\u1ecb m\u1ea1nh m\u1ebd v\u00e0 c\u00e1c nguy\u00ean t\u1eafc \u0111\u1ea1o \u0111\u1ee9c, \u0111\u00e3 nh\u1eadn \u0111\u01b0\u1ee3c s\u1ef1 khen ng\u1ee3i t\u1eeb c\u00e1c chuy\u00ean gia v\u00e0 nh\u00e0 l\u00e3nh \u0111\u1ea1o t\u01b0 t\u01b0\u1edfng trong l\u0129nh v\u1ef1c. C\u00e1c ph\u01b0\u01a1ng ph\u00e1p \u0111\u1ed5i m\u1edbi c\u1ee7a h\u1ecd trong vi\u1ec7c gi\u1ea3i quy\u1ebft c\u00e1c th\u00e1ch th\u1ee9c ph\u00e1t tri\u1ec3n c\u00e1c h\u1ec7 th\u1ed1ng AI an to\u00e0n v\u00e0 \u0111\u00e1ng tin c\u1eady \u0111\u00e3 thi\u1ebft l\u1eadp c\u00e1c ti\u00eau chu\u1ea9n m\u1edbi cho ng\u00e0nh.<\/p>\n

H\u01a1n n\u1eefa, Anthropic \u0111\u00e3 h\u00ecnh th\u00e0nh c\u00e1c quan h\u1ec7 \u0111\u1ed1i t\u00e1c chi\u1ebfn l\u01b0\u1ee3c v\u00e0 h\u1ee3p t\u00e1c v\u1edbi c\u00e1c t\u1ed5 ch\u1ee9c h\u00e0ng \u0111\u1ea7u, c\u00e1c c\u01a1 s\u1edf h\u1ecdc thu\u1eadt v\u00e0 c\u00e1c trung t\u00e2m nghi\u00ean c\u1ee9u, th\u00fac \u0111\u1ea9y vi\u1ec7c trao \u0111\u1ed5i ki\u1ebfn th\u1ee9c v\u00e0 th\u00fac \u0111\u1ea9y s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a c\u00e1c c\u00f4ng ngh\u1ec7 AI h\u1ed9i tho\u1ea1i. Cam k\u1ebft c\u1ee7a h\u1ecd \u0111\u1ed1i v\u1edbi \u0111\u1ed1i tho\u1ea1i m\u1edf, t\u00ednh minh b\u1ea1ch v\u00e0 ph\u00e1t tri\u1ec3n c\u00f3 tr\u00e1ch nhi\u1ec7m \u0111\u00e3 mang l\u1ea1i cho h\u1ecd s\u1ef1 t\u00f4n tr\u1ecdng v\u00e0 tin t\u01b0\u1edfng t\u1eeb c\u1ed9ng \u0111\u1ed3ng AI.<\/p>\n

Trong khi c\u00e1c \u0111\u1ed1i th\u1ee7 c\u1ee7a Anthropic, nh\u01b0 OpenAI, Google v\u00e0 DeepMind, c\u0169ng \u0111\u00e3 c\u00f3 nh\u1eefng b\u01b0\u1edbc ti\u1ebfn \u0111\u00e1ng k\u1ec3 trong AI h\u1ed9i tho\u1ea1i, c\u00e1ch ti\u1ebfp c\u1eadn to\u00e0n di\u1ec7n c\u1ee7a Anthropic, k\u1ebft h\u1ee3p c\u00f4ng ngh\u1ec7 ti\u00ean ti\u1ebfn v\u1edbi m\u1ed9t khung \u0111\u1ea1o \u0111\u1ee9c m\u1ea1nh m\u1ebd, \u0111\u00e3 \u0111\u01b0a h\u1ecd tr\u1edf th\u00e0nh ng\u01b0\u1eddi d\u1eabn \u0111\u1ea7u trong l\u0129nh v\u1ef1c \u0111ang ph\u00e1t tri\u1ec3n nhanh ch\u00f3ng n\u00e0y.<\/p>\n

\"\"<\/img> <\/p>\n

N\u1ec1n t\u1ea3ng AI \u0111\u00e0m tho\u1ea1i n\u00e0o l\u00e0 t\u1ed1t nh\u1ea5t?<\/h2>\n

A. Nh\u00e0 cung c\u1ea5p n\u1ec1n t\u1ea3ng AI h\u1ed9i tho\u1ea1i: M\u1ed9t so s\u00e1nh<\/h3>\n

Khi AI h\u1ed9i tho\u1ea1i ti\u1ebfp t\u1ee5c c\u00e1ch m\u1ea1ng h\u00f3a tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng tr\u00ean nhi\u1ec1u ng\u00e0nh, c\u00e1c doanh nghi\u1ec7p \u0111ang t\u00edch c\u1ef1c t\u00ecm ki\u1ebfm nh\u1eefng n\u1ec1n t\u1ea3ng t\u1ed1t nh\u1ea5t \u0111\u1ec3 th\u00fac \u0111\u1ea9y chi\u1ebfn l\u01b0\u1ee3c giao ti\u1ebfp d\u1ef1a tr\u00ean AI c\u1ee7a h\u1ecd. V\u1edbi v\u00f4 v\u00e0n t\u00f9y ch\u1ecdn c\u00f3 s\u1eb5n, vi\u1ec7c \u0111\u00e1nh gi\u00e1 c\u00e1c y\u1ebfu t\u1ed1 nh\u01b0 kh\u1ea3 n\u0103ng x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean (NLP), t\u00ednh linh ho\u1ea1t trong t\u00edch h\u1ee3p, kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng v\u00e0 c\u00e1c t\u00ednh n\u0103ng \u0111\u1eb7c th\u00f9 ng\u00e0nh l\u00e0 r\u1ea5t quan tr\u1ecdng \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh gi\u1ea3i ph\u00e1p t\u1ed1i \u01b0u.<\/p>\n

\u0110\u1ec3 gi\u00fap \u0111i\u1ec1u h\u01b0\u1edbng b\u1ed1i c\u1ea3nh c\u1ea1nh tranh, \u0111\u00e2y l\u00e0 c\u00e1i nh\u00ecn s\u00e2u h\u01a1n v\u1ec1 m\u1ed9t s\u1ed1 n\u1ec1n t\u1ea3ng AI h\u1ed9i tho\u1ea1i h\u00e0ng \u0111\u1ea7u:<\/p>\n

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  1. Google Cloud Dialogflow:<\/strong> \u0110\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi c\u00e1c thu\u1eadt to\u00e1n NLP v\u00e0 h\u1ecdc m\u00e1y ti\u00ean ti\u1ebfn, Google Cloud Dialogflow<\/a> xu\u1ea5t s\u1eafc trong vi\u1ec7c hi\u1ec3u ng\u1eef c\u1ea3nh v\u00e0 \u00fd \u0111\u1ecbnh c\u1ee7a ng\u01b0\u1eddi d\u00f9ng, cho ph\u00e9p c\u00e1c t\u01b0\u01a1ng t\u00e1c li\u1ec1n m\u1ea1ch v\u00e0 t\u1ef1 nhi\u00ean. Vi\u1ec7c t\u00edch h\u1ee3p li\u1ec1n m\u1ea1ch v\u1edbi c\u00e1c d\u1ecbch v\u1ee5 kh\u00e1c c\u1ee7a Google Cloud v\u00e0 ph\u00e2n t\u00edch m\u1ea1nh m\u1ebd khi\u1ebfn n\u00f3 tr\u1edf th\u00e0nh s\u1ef1 l\u1ef1a ch\u1ecdn h\u00e0ng \u0111\u1ea7u cho c\u00e1c doanh nghi\u1ec7p \u0111ang t\u00ecm ki\u1ebfm m\u1ed9t gi\u1ea3i ph\u00e1p AI to\u00e0n di\u1ec7n.<\/li>\n
  2. Amazon Lex:<\/strong> L\u00e0 m\u1ed9t ph\u1ea7n c\u1ee7a b\u1ed9 c\u00f4ng c\u1ee5 AI to\u00e0n di\u1ec7n c\u1ee7a AWS, Amazon Lex<\/a> cung c\u1ea5p NLP ti\u00ean ti\u1ebfn, nh\u1eadn di\u1ec7n gi\u1ecdng n\u00f3i t\u1ef1 \u0111\u1ed9ng v\u00e0 t\u00edch h\u1ee3p d\u1ec5 d\u00e0ng v\u1edbi c\u00e1c d\u1ecbch v\u1ee5 AWS nh\u01b0 Lambda v\u00e0 S3. Kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng v\u00e0 c\u00e1c t\u00ednh n\u0103ng b\u1ea3o m\u1eadt c\u1ea5p doanh nghi\u1ec7p l\u00e0 nh\u1eefng \u0111i\u1ec3m m\u1ea1nh ch\u00ednh, khi\u1ebfn n\u00f3 tr\u1edf th\u00e0nh m\u1ed9t l\u1ef1a ch\u1ecdn h\u1ea5p d\u1eabn cho c\u00e1c doanh nghi\u1ec7p ho\u1ea1t \u0111\u1ed9ng tr\u00ean \u0111\u00e1m m\u00e2y.<\/li>\n
  3. IBM Watson Assistant:<\/strong> \u0110\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi c\u00f4ng ngh\u1ec7 Watson n\u1ed5i ti\u1ebfng c\u1ee7a IBM, Watson Assistant<\/a> c\u00f3 kh\u1ea3 n\u0103ng x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean h\u00e0ng \u0111\u1ea7u trong ng\u00e0nh v\u00e0 h\u1ed7 tr\u1ee3 c\u00e1c cu\u1ed9c h\u1ed9i tho\u1ea1i \u0111a l\u01b0\u1ee3t, cho ph\u00e9p t\u01b0\u01a1ng t\u00e1c t\u1ef1 nhi\u00ean v\u00e0 theo ng\u1eef c\u1ea3nh h\u01a1n. Kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch v\u00e0 t\u00edch h\u1ee3p v\u1edbi c\u00e1c d\u1ecbch v\u1ee5 IBM Cloud l\u00e0 \u0111\u00e1ng ch\u00fa \u00fd, \u0111\u1eb7c bi\u1ec7t \u0111\u1ed1i v\u1edbi c\u00e1c doanh nghi\u1ec7p \u0111ang t\u00ecm ki\u1ebfm m\u1ed9t gi\u1ea3i ph\u00e1p AI to\u00e0n di\u1ec7n.<\/li>\n
  4. Microsoft Bot Framework:<\/strong> T\u00edch h\u1ee3p li\u1ec1n m\u1ea1ch v\u1edbi c\u00e1c d\u1ecbch v\u1ee5 Azure, Microsoft Bot Framework<\/a> cung c\u1ea5p NLP ti\u00ean ti\u1ebfn, tri\u1ec3n khai \u0111a k\u00eanh v\u00e0 h\u1ed7 tr\u1ee3 ng\u00f4n ng\u1eef r\u1ed9ng r\u00e3i. Kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng v\u00e0 c\u00e1c t\u00ednh n\u0103ng b\u1ea3o m\u1eadt c\u1ea5p doanh nghi\u1ec7p khi\u1ebfn n\u00f3 tr\u1edf th\u00e0nh l\u1ef1a ch\u1ecdn h\u1ea5p d\u1eabn cho c\u00e1c doanh nghi\u1ec7p ho\u1ea1t \u0111\u1ed9ng trong h\u1ec7 sinh th\u00e1i Microsoft.<\/li>\n
  5. Nuance Mix:<\/strong> Chuy\u00ean v\u1ec1 AI h\u1ed9i tho\u1ea1i d\u1ef1a tr\u00ean gi\u1ecdng n\u00f3i, Nuance Mix<\/a> t\u1eadn d\u1ee5ng c\u00f4ng ngh\u1ec7 nh\u1eadn di\u1ec7n gi\u1ecdng n\u00f3i ti\u00ean ti\u1ebfn v\u00e0 hi\u1ec3u ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean. C\u00e1c t\u00ednh n\u0103ng b\u1ea3o m\u1eadt sinh tr\u1eafc h\u1ecdc v\u00e0 c\u00e1c gi\u1ea3i ph\u00e1p theo ng\u00e0nh (ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe, \u00f4 t\u00f4) l\u00e0 nh\u1eefng kh\u1ea3 n\u0103ng n\u1ed5i b\u1eadt, khi\u1ebfn n\u00f3 tr\u1edf th\u00e0nh l\u1ef1a ch\u1ecdn h\u1ea5p d\u1eabn cho c\u00e1c doanh nghi\u1ec7p trong nh\u1eefng l\u0129nh v\u1ef1c n\u00e0y.<\/li>\n<\/ol>\n

    M\u1eb7c d\u00f9 m\u1ed7i n\u1ec1n t\u1ea3ng \u0111\u1ec1u c\u00f3 nh\u1eefng \u0111i\u1ec3m m\u1ea1nh ri\u00eang, gi\u1ea3i ph\u00e1p AI h\u1ed9i tho\u1ea1i \u201ct\u1ed1t nh\u1ea5t\u201d cu\u1ed1i c\u00f9ng ph\u1ee5 thu\u1ed9c v\u00e0o c\u00e1c y\u00eau c\u1ea7u c\u1ee5 th\u1ec3 c\u1ee7a t\u1ed5 ch\u1ee9c, ch\u1eb3ng h\u1ea1n nh\u01b0 ng\u00e0nh, tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng, c\u00f4ng ngh\u1ec7 hi\u1ec7n c\u00f3 v\u00e0 nhu c\u1ea7u m\u1edf r\u1ed9ng. \u0110\u00e1nh gi\u00e1 c\u00e1c y\u1ebfu t\u1ed1 nh\u01b0 kh\u1ea3 n\u0103ng NLP, kh\u1ea3 n\u0103ng t\u00edch h\u1ee3p, b\u1ea3o m\u1eadt v\u00e0 ph\u00e2n t\u00edch l\u00e0 r\u1ea5t quan tr\u1ecdng trong vi\u1ec7c ch\u1ecdn n\u1ec1n t\u1ea3ng t\u1ed1i \u01b0u \u0111\u1ec3 th\u00fac \u0111\u1ea9y tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng chuy\u1ec3n \u0111\u1ed5i.<\/p>\n

    B. Ma tr\u1eadn Ma thu\u1eadt c\u1ee7a Gartner cho c\u00e1c N\u1ec1n t\u1ea3ng AI H\u1ed9i tho\u1ea1i Doanh nghi\u1ec7p 2024<\/h3>\n

    Trong b\u00e1o c\u00e1o Magic Quadrant cho N\u1ec1n t\u1ea3ng AI \u0110\u00e0m tho\u1ea1i Doanh nghi\u1ec7p n\u0103m 2024 \u0111\u01b0\u1ee3c mong \u0111\u1ee3i, c\u00f4ng ty nghi\u00ean c\u1ee9u v\u00e0 t\u01b0 v\u1ea5n h\u00e0ng \u0111\u1ea7u Gartner \u0111\u00e3 \u0111\u00e1nh gi\u00e1 c\u00e1c nh\u00e0 cung c\u1ea5p AI \u0111\u00e0m tho\u1ea1i h\u00e0ng \u0111\u1ea7u d\u1ef1a tr\u00ean kh\u1ea3 n\u0103ng th\u1ef1c hi\u1ec7n v\u00e0 t\u00ednh ho\u00e0n ch\u1ec9nh c\u1ee7a t\u1ea7m nh\u00ecn. B\u00e1o c\u00e1o c\u00f3 th\u1ea9m quy\u1ec1n n\u00e0y ph\u1ee5c v\u1ee5 nh\u01b0 m\u1ed9t h\u01b0\u1edbng d\u1eabn qu\u00fd gi\u00e1 cho c\u00e1c doanh nghi\u1ec7p \u0111ang t\u00ecm c\u00e1ch \u0111i\u1ec1u h\u01b0\u1edbng trong b\u1ed1i c\u1ea3nh AI \u0111\u00e0m tho\u1ea1i \u0111ang ph\u00e1t tri\u1ec3n nhanh ch\u00f3ng.<\/p>\n

    Theo ph\u00e2n t\u00edch c\u1ee7a Gartner, c\u00e1c n\u1ec1n t\u1ea3ng AI \u0111\u00e0m tho\u1ea1i h\u00e0ng \u0111\u1ea7u trong n\u0103m 2024 l\u00e0:<\/p>\n

      \n
    1. Google Cloud Dialogflow:<\/strong> \u0110\u01b0\u1ee3c c\u00f4ng nh\u1eadn l\u00e0 L\u00e3nh \u0111\u1ea1o, Google Cloud Dialogflow \u0111\u00e3 \u0111\u01b0\u1ee3c khen ng\u1ee3i v\u00ec kh\u1ea3 n\u0103ng NLP m\u1ea1nh m\u1ebd, t\u00edch h\u1ee3p li\u1ec1n m\u1ea1ch v\u1edbi c\u00e1c d\u1ecbch v\u1ee5 Google Cloud v\u00e0 c\u00e1c t\u00ednh n\u0103ng ph\u00e2n t\u00edch v\u00e0 b\u00e1o c\u00e1o m\u1ea1nh m\u1ebd.<\/li>\n
    2. Amazon Lex:<\/strong> C\u0169ng \u0111\u01b0\u1ee3c x\u1ebfp h\u1ea1ng l\u00e0 L\u00e3nh \u0111\u1ea1o, Amazon Lex \u0111\u00e3 \u0111\u01b0\u1ee3c khen ng\u1ee3i v\u00ec NLP ti\u00ean ti\u1ebfn, kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng v\u00e0 t\u00edch h\u1ee3p v\u1edbi c\u00e1c d\u1ecbch v\u1ee5 AWS, khi\u1ebfn n\u00f3 tr\u1edf th\u00e0nh l\u1ef1a ch\u1ecdn h\u1ea5p d\u1eabn cho c\u00e1c doanh nghi\u1ec7p ho\u1ea1t \u0111\u1ed9ng tr\u00ean \u0111\u00e1m m\u00e2y.<\/li>\n
    3. IBM Watson Assistant:<\/strong> \u0110\u01b0\u1ee3c \u0111\u1eb7t t\u00ean l\u00e0 T\u1ea7m nh\u00ecn, kh\u1ea3 n\u0103ng NLP h\u00e0ng \u0111\u1ea7u trong ng\u00e0nh c\u1ee7a IBM Watson Assistant v\u00e0 kh\u1ea3 n\u0103ng x\u1eed l\u00fd c\u00e1c cu\u1ed9c tr\u00f2 chuy\u1ec7n ph\u1ee9c t\u1ea1p, nhi\u1ec1u l\u01b0\u1ee3t \u0111\u00e3 \u0111\u01b0\u1ee3c nh\u1ea5n m\u1ea1nh l\u00e0 nh\u1eefng \u0111i\u1ec3m m\u1ea1nh ch\u00ednh.<\/li>\n
    4. Microsoft Bot Framework:<\/strong> \u0110\u01b0\u1ee3c x\u1ebfp v\u00e0o nh\u00f3m L\u00e3nh \u0111\u1ea1o, kh\u1ea3 n\u0103ng NLP ti\u00ean ti\u1ebfn, tri\u1ec3n khai \u0111a k\u00eanh v\u00e0 t\u00edch h\u1ee3p v\u1edbi c\u00e1c d\u1ecbch v\u1ee5 Azure c\u1ee7a Microsoft Bot Framework \u0111\u00e3 \u0111\u01b0\u1ee3c n\u00eau ra nh\u01b0 l\u00e0 nh\u1eefng l\u1ee3i th\u1ebf ch\u00ednh.<\/li>\n
    5. Nuance Mix:<\/strong> \u0110\u01b0\u1ee3c c\u00f4ng nh\u1eadn l\u00e0 Ng\u01b0\u1eddi ch\u01a1i Niche, s\u1ef1 chuy\u00ean m\u00f4n h\u00f3a c\u1ee7a Nuance Mix trong AI \u0111\u00e0m tho\u1ea1i d\u1ef1a tr\u00ean gi\u1ecdng n\u00f3i, c\u00e1c t\u00ednh n\u0103ng b\u1ea3o m\u1eadt sinh tr\u1eafc h\u1ecdc v\u00e0 c\u00e1c gi\u1ea3i ph\u00e1p theo ng\u00e0nh \u0111\u00e3 \u0111\u01b0\u1ee3c ghi nh\u1eadn l\u00e0 nh\u1eefng y\u1ebfu t\u1ed1 kh\u00e1c bi\u1ec7t.<\/li>\n<\/ol>\n

      Trong khi B\u1ea3ng Ma thu\u1eadt c\u1ee7a Gartner cung c\u1ea5p nh\u1eefng th\u00f4ng tin qu\u00fd gi\u00e1, \u0111i\u1ec1u quan tr\u1ecdng c\u1ea7n l\u01b0u \u00fd l\u00e0 n\u1ec1n t\u1ea3ng AI h\u1ed9i tho\u1ea1i \"t\u1ed1t nh\u1ea5t\" cu\u1ed1i c\u00f9ng ph\u1ee5 thu\u1ed9c v\u00e0o nhu c\u1ea7u v\u00e0 y\u00eau c\u1ea7u c\u1ee5 th\u1ec3 c\u1ee7a t\u1ed5 ch\u1ee9c. C\u00e1c doanh nghi\u1ec7p n\u00ean \u0111\u00e1nh gi\u00e1 c\u1ea9n th\u1eadn c\u00e1c y\u1ebfu t\u1ed1 nh\u01b0 kh\u1ea3 n\u0103ng x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean, t\u00edch h\u1ee3p v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng hi\u1ec7n c\u00f3, kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng v\u00e0 c\u00e1c t\u00ednh n\u0103ng c\u1ee5 th\u1ec3 c\u1ee7a ng\u00e0nh \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o h\u1ecd ch\u1ecdn \u0111\u01b0\u1ee3c gi\u1ea3i ph\u00e1p t\u1ed1i \u01b0u nh\u1eb1m th\u00fac \u0111\u1ea9y tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng chuy\u1ec3n \u0111\u1ed5i.<\/p>\n

      Khi AI h\u1ed9i tho\u1ea1i ti\u1ebfp t\u1ee5c ph\u00e1t tri\u1ec3n, r\u00f5 r\u00e0ng r\u1eb1ng c\u00e1c doanh nghi\u1ec7p ph\u1ea3i \u01b0u ti\u00ean \u0111\u1ea7u t\u01b0 v\u00e0o n\u1ec1n t\u1ea3ng ph\u00f9 h\u1ee3p \u0111\u1ec3 \u0111i tr\u01b0\u1edbc v\u00e0 cung c\u1ea5p d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng xu\u1ea5t s\u1eafc. B\u1eb1ng c\u00e1ch t\u1eadn d\u1ee5ng nh\u1eefng th\u00f4ng tin t\u1eeb B\u1ea3ng Ma thu\u1eadt c\u1ee7a Gartner v\u00e0 th\u1ef1c hi\u1ec7n c\u00e1c \u0111\u00e1nh gi\u00e1 k\u1ef9 l\u01b0\u1ee1ng, c\u00e1c doanh nghi\u1ec7p c\u00f3 th\u1ec3 t\u1ef1 tin \u0111i\u1ec1u h\u01b0\u1edbng b\u1ed1i c\u1ea3nh AI h\u1ed9i tho\u1ea1i v\u00e0 khai th\u00e1c to\u00e0n b\u1ed9 ti\u1ec1m n\u0103ng c\u1ee7a c\u00f4ng ngh\u1ec7 chuy\u1ec3n \u0111\u1ed5i n\u00e0y.<\/p>\n

      III. Ai l\u00e0 c\u00f4ng ty AI h\u00e0ng \u0111\u1ea7u?<\/h3>\n

      A. C\u00e1c c\u00f4ng ty AI h\u1ed9i tho\u1ea1i: Quan \u0111i\u1ec3m c\u1ee7a Gartner<\/h4>\n

      Khi AI h\u1ed9i tho\u1ea1i ti\u1ebfp t\u1ee5c c\u00e1ch m\u1ea1ng h\u00f3a c\u00e1c t\u01b0\u01a1ng t\u00e1c v\u1edbi kh\u00e1ch h\u00e0ng, Gartner, m\u1ed9t c\u00f4ng ty nghi\u00ean c\u1ee9u v\u00e0 t\u01b0 v\u1ea5n n\u1ed5i ti\u1ebfng, \u0111\u00e3 r\u1ea5t quan t\u00e2m \u0111\u1ebfn vi\u1ec7c \u0111\u00e1nh gi\u00e1 c\u00e1c c\u00f4ng ty h\u00e0ng \u0111\u1ea7u Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a> \u0111ang d\u1eabn \u0111\u1ea7u l\u00e0n s\u00f3ng chuy\u1ec3n \u0111\u1ed5i n\u00e0y. Ph\u00e2n t\u00edch to\u00e0n di\u1ec7n c\u1ee7a h\u1ecd cung c\u1ea5p nh\u1eefng th\u00f4ng tin v\u00f4 gi\u00e1 v\u1ec1 b\u1ed1i c\u1ea3nh AI h\u1ed9i tho\u1ea1i, gi\u00fap c\u00e1c doanh nghi\u1ec7p \u0111i\u1ec1u h\u01b0\u1edbng nh\u1eefng chatbot AI<\/a> gi\u1ea3i ph\u00e1p t\u1ed1t nh\u1ea5t \u0111\u01b0\u1ee3c \u0111i\u1ec1u ch\u1ec9nh cho nhu c\u1ea7u \u0111\u1ed9c \u0111\u00e1o c\u1ee7a h\u1ecd.<\/p>\n

      Theo nh\u1eefng ph\u00e1t hi\u1ec7n c\u1ee7a Gartner, c\u00e1c c\u00f4ng ty h\u00e0ng \u0111\u1ea7u C\u00e1c c\u00f4ng ty chatbot AI<\/a> xu\u1ea5t s\u1eafc trong l\u0129nh v\u1ef1c AI h\u1ed9i tho\u1ea1i bao g\u1ed3m nh\u1eefng g\u00e3 kh\u1ed5ng l\u1ed3 trong ng\u00e0nh nh\u01b0 IBM Watson Assistant<\/a>, Dialogflow c\u1ee7a Google<\/a>, v\u00e0 Microsoft Bot Framework<\/a>. Nh\u1eefng g\u00e3 kh\u1ed5ng l\u1ed3 c\u00f4ng ngh\u1ec7 n\u00e0y \u0111\u00e3 \u0111\u1ea7u t\u01b0 m\u1ea1nh m\u1ebd v\u00e0o vi\u1ec7c ph\u00e1t tri\u1ec3n n\u1ec1n t\u1ea3ng AI h\u1ed9i tho\u1ea1i<\/a> c\u00e1c c\u00f4ng ngh\u1ec7 t\u00edch h\u1ee3p li\u1ec1n m\u1ea1ch v\u1edbi nhi\u1ec1u k\u00eanh kh\u00e1c nhau, cung c\u1ea5p cho doanh nghi\u1ec7p nh\u1eefng c\u00f4ng c\u1ee5 m\u1ea1nh m\u1ebd \u0111\u1ec3 n\u00e2ng cao s\u1ef1 t\u01b0\u01a1ng t\u00e1c v\u1edbi kh\u00e1ch h\u00e0ng v\u00e0 t\u1ed1i \u01b0u h\u00f3a ho\u1ea1t \u0111\u1ed9ng.<\/p>\n

      B. \u0110\u00e1nh gi\u00e1 c\u00e1c c\u00f4ng c\u1ee5 AI h\u1ed9i tho\u1ea1i t\u1ed1t nh\u1ea5t<\/h4>\n

      Trong khi c\u00e1c g\u00e3 kh\u1ed5ng l\u1ed3 c\u00f4ng ngh\u1ec7 th\u1ed1ng tr\u1ecb l\u0129nh v\u1ef1c AI h\u1ed9i tho\u1ea1i, ph\u00e2n t\u00edch c\u1ee7a Gartner c\u0169ng l\u00e0m n\u1ed5i b\u1eadt m\u1ed9t s\u1ed1 nh\u00e0 cung c\u1ea5p chatbot AI<\/a> c\u00f4ng c\u1ee5 m\u1edbi n\u1ed5i \u0111ang nhanh ch\u00f3ng thu h\u00fat s\u1ef1 ch\u00fa \u00fd. C\u00e1c c\u00f4ng ty nh\u01b0 Pandorabots<\/a>, Conversica<\/a>, v\u00e0 BotSociety<\/a> \u0111\u00e3 ph\u00e1t tri\u1ec3n c\u00e1c gi\u1ea3i ph\u00e1p \u0111\u1ed5i m\u1edbi c\u00f4ng c\u1ee5 AI giao ti\u1ebfp<\/a> nh\u1eafm \u0111\u1ebfn c\u00e1c ng\u00e0nh c\u1ee5 th\u1ec3 ho\u1eb7c c\u00e1c tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng, cung c\u1ea5p cho doanh nghi\u1ec7p nh\u1eefng gi\u1ea3i ph\u00e1p chuy\u00ean bi\u1ec7t h\u01a1n ph\u00f9 h\u1ee3p v\u1edbi nhu c\u1ea7u \u0111\u1ed9c \u0111\u00e1o c\u1ee7a h\u1ecd.<\/p>\n

      Khi t\u00f4i \u0111\u00e1nh gi\u00e1 c\u00e1c c\u00e1c n\u1ec1n t\u1ea3ng AI h\u1ed9i tho\u1ea1i t\u1ed1t nh\u1ea5t<\/a>, t\u00f4i \u01b0u ti\u00ean c\u00e1c y\u1ebfu t\u1ed1 nh\u01b0 kh\u1ea3 n\u0103ng x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean, t\u00edch h\u1ee3p \u0111a k\u00eanh, kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng v\u00e0 t\u00f9y ch\u1ecdn t\u00f9y ch\u1ec9nh. Ngo\u00e0i ra, t\u00f4i c\u00f2n xem x\u00e9t kh\u1ea3 n\u0103ng c\u1ee7a n\u1ec1n t\u1ea3ng trong vi\u1ec7c cung c\u1ea5p tr\u1ea3i nghi\u1ec7m c\u00e1 nh\u00e2n h\u00f3a, chuy\u1ec3n giao li\u1ec1n m\u1ea1ch cho c\u00e1c \u0111\u1ea1i l\u00fd con ng\u01b0\u1eddi, v\u00e0 c\u00e1c t\u00ednh n\u0103ng ph\u00e2n t\u00edch v\u00e0 b\u00e1o c\u00e1o m\u1ea1nh m\u1ebd.<\/p>\n

      Cu\u1ed1i c\u00f9ng, \u0111i\u1ec1u h\u00e0ng \u0111\u1ea7u \u0111\u00e3 gi\u1edbi thi\u1ec7u c\u00e1c<\/a> cho doanh nghi\u1ec7p c\u1ee7a b\u1ea1n s\u1ebd ph\u1ee5 thu\u1ed9c v\u00e0o c\u00e1c y\u00eau c\u1ea7u c\u1ee5 th\u1ec3, ng\u00e2n s\u00e1ch v\u00e0 m\u1ee9c \u0111\u1ed9 tinh vi mong mu\u1ed1n. B\u1eb1ng c\u00e1ch t\u1eadn d\u1ee5ng nh\u1eefng hi\u1ec3u bi\u1ebft c\u1ee7a Gartner v\u00e0 th\u1ef1c hi\u1ec7n c\u00e1c \u0111\u00e1nh gi\u00e1 k\u1ef9 l\u01b0\u1ee1ng, b\u1ea1n c\u00f3 th\u1ec3 x\u00e1c \u0111\u1ecbnh \u0111\u01b0\u1ee3c gi\u1ea3i ph\u00e1p AI h\u1ed9i tho\u1ea1i t\u1ed1t nh\u1ea5t<\/a> ph\u00f9 h\u1ee3p v\u1edbi c\u00e1c m\u1ee5c ti\u00eau t\u1ed5 ch\u1ee9c c\u1ee7a b\u1ea1n v\u00e0 mang l\u1ea1i tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng xu\u1ea5t s\u1eafc.<\/p>\n

      IV. C\u00e1c n\u1ec1n t\u1ea3ng AI h\u1ed9i tho\u1ea1i h\u00e0ng \u0111\u1ea7u c\u1ee7a Gartner l\u00e0 g\u00ec?<\/h4>\n

      A. Ph\u00e2n t\u00edch B\u1ea3ng x\u1ebfp h\u1ea1ng N\u1ec1n t\u1ea3ng AI H\u1ed9i tho\u1ea1i c\u1ee7a Gartner<\/h4>\n

      Khi nhu c\u1ea7u v\u1ec1 tr\u1ea3i nghi\u1ec7m h\u1ed9i tho\u1ea1i \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi AI ti\u1ebfp t\u1ee5c gia t\u0103ng, c\u00e1c nh\u00e0 ph\u00e2n t\u00edch ng\u00e0nh nh\u01b0 Gartner cung c\u1ea5p nh\u1eefng hi\u1ec3u bi\u1ebft qu\u00fd gi\u00e1 v\u1ec1 c\u00e1c n\u1ec1n t\u1ea3ng h\u00e0ng \u0111\u1ea7u \u0111ang \u0111\u1ecbnh h\u00ecnh b\u1ed1i c\u1ea3nh n\u00e0y. C\u00e1c b\u1ea3ng x\u1ebfp h\u1ea1ng n\u1ec1n t\u1ea3ng AI h\u1ed9i tho\u1ea1i<\/a> c\u1ee7a h\u1ecd ph\u1ee5c v\u1ee5 nh\u01b0 m\u1ed9t t\u00e0i li\u1ec7u tham kh\u1ea3o \u0111\u00e1ng tin c\u1eady cho c\u00e1c doanh nghi\u1ec7p \u0111ang t\u00ecm c\u00e1ch n\u00e2ng cao t\u01b0\u01a1ng t\u00e1c v\u1edbi kh\u00e1ch h\u00e0ng th\u00f4ng qua c\u00f4ng ngh\u1ec7 ti\u00ean ti\u1ebfn.<\/p>\n

      Trong b\u00e1o c\u00e1o m\u1edbi nh\u1ea5t c\u1ee7a h\u1ecd, c\u00e1c n\u1ec1n t\u1ea3ng AI h\u1ed9i tho\u1ea1i h\u00e0ng \u0111\u1ea7u c\u1ee7a Gartner cho n\u0103m 2023 bao g\u1ed3m nh\u1eefng t\u00ean tu\u1ed5i l\u1edbn trong ng\u00e0nh nh\u01b0 Google Cloud Dialogflow<\/a> (L\u1ef1a ch\u1ecdn c\u1ee7a Kh\u00e1ch h\u00e0ng), Amazon Lex<\/a>, IBM Watson Assistant<\/a>, v\u00e0 Microsoft Bot Framework<\/a>. Nh\u1eefng \u00f4ng l\u1edbn trong ng\u00e0nh n\u00e0y \u0111\u00e3 li\u00ean t\u1ee5c cung c\u1ea5p kh\u1ea3 n\u0103ng x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean ti\u00ean ti\u1ebfn, t\u00edch h\u1ee3p li\u1ec1n m\u1ea1ch tr\u00ean nhi\u1ec1u k\u00eanh kh\u00e1c nhau, h\u1ed7 tr\u1ee3 \u0111a ng\u00f4n ng\u1eef v\u00e0 ph\u00e2n t\u00edch m\u1ea1nh m\u1ebd \u2013 gi\u00fap c\u00e1c doanh nghi\u1ec7p x\u00e2y d\u1ef1ng c\u00e1c tr\u1ee3 l\u00fd \u1ea3o th\u00f4ng minh, c\u00e1c chatbot<\/a>, v\u00e0 c\u00e1c giao di\u1ec7n h\u1ed9i tho\u1ea1i \u0111\u01b0\u1ee3c t\u00f9y ch\u1ec9nh theo nhu c\u1ea7u kinh doanh \u0111\u1ed9c \u0111\u00e1o c\u1ee7a h\u1ecd.<\/p>\n

      \u0110\u00e1nh gi\u00e1 c\u1ee7a Gartner c\u0169ng l\u00e0m n\u1ed5i b\u1eadt c\u00e1c n\u1ec1n t\u1ea3ng \u0111\u1ed5i m\u1edbi nh\u01b0 Pandorabots<\/a>, Kore.ai<\/a>, Inbenta<\/a> (L\u1ef1a ch\u1ecdn c\u1ee7a Kh\u00e1ch h\u00e0ng), Gi\u1ea3i ph\u00e1p nh\u00e2n t\u1ea1o<\/a>, Rulai<\/a>, v\u00e0 Cognigy.AI<\/a>. Nh\u1eefng n\u1ec1n t\u1ea3ng n\u00e0y \u0111\u00e3 \u0111\u01b0\u1ee3c c\u00f4ng nh\u1eadn v\u00ec kh\u1ea3 n\u0103ng cung c\u1ea5p tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng h\u1ea5p d\u1eabn v\u00e0 c\u00e1 nh\u00e2n h\u00f3a tr\u00ean c\u00e1c ng\u00e0nh nh\u01b0 d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng, ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe, t\u00e0i ch\u00ednh v\u00e0 th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed.<\/p>\n

      B. C\u00e1c c\u00f4ng ty Chatbot AI: Nh\u1eefng ng\u01b0\u1eddi xu\u1ea5t s\u1eafc nh\u1ea5t<\/h4>\n

      Khi l\u0129nh v\u1ef1c AI h\u1ed9i tho\u1ea1i ti\u1ebfp t\u1ee5c ph\u00e1t tri\u1ec3n, m\u1ed9t s\u1ed1 C\u00e1c c\u00f4ng ty chatbot AI<\/a> \u0111\u00e3 n\u1ed5i l\u00ean nh\u01b0 nh\u1eefng ng\u01b0\u1eddi d\u1eabn \u0111\u1ea7u trong ng\u00e0nh, thi\u1ebft l\u1eadp c\u00e1c ti\u00eau chu\u1ea9n m\u1edbi trong s\u1ef1 t\u01b0\u01a1ng t\u00e1c v\u1edbi kh\u00e1ch h\u00e0ng v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a. Trong s\u1ed1 \u0111\u00f3, Brain Pod AI<\/a> \u0111\u00e3 nh\u1eadn \u0111\u01b0\u1ee3c s\u1ef1 c\u00f4ng nh\u1eadn \u0111\u00e1ng k\u1ec3 cho nh\u1eefng c\u00f4ng ngh\u1ec7 ti\u00ean ti\u1ebfn c\u1ee7a m\u00ecnh tr\u1ee3 l\u00fd tr\u00f2 chuy\u1ec7n AI \u0111a ng\u00f4n ng\u1eef<\/a>, kh\u1ea3 n\u0103ng t\u1ea1o h\u00ecnh \u1ea3nh AI<\/a>, v\u00e0 kh\u1ea3 n\u0103ng vi\u1ebft AI<\/a> . C\u00e1c gi\u1ea3i ph\u00e1p \u0111\u1ed5i m\u1edbi c\u1ee7a h\u1ecd \u0111\u00e3 gi\u00fap c\u00e1c doanh nghi\u1ec7p cung c\u1ea5p tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng xu\u1ea5t s\u1eafc trong khi t\u1ed1i \u01b0u h\u00f3a ho\u1ea1t \u0111\u1ed9ng v\u00e0 gi\u1ea3m chi ph\u00ed.<\/p>\n

      T\u01b0\u01a1ng t\u1ef1, Aivo<\/a> \u0111\u00e3 n\u1ed5i l\u00ean nh\u01b0 m\u1ed9t \u0111\u1ed1i th\u1ee7 \u0111\u00e1ng g\u1eddm trong l\u0129nh v\u1ef1c AI h\u1ed9i tho\u1ea1i, cung c\u1ea5p m\u1ed9t n\u1ec1n t\u1ea3ng to\u00e0n di\u1ec7n cho ph\u00e9p c\u00e1c doanh nghi\u1ec7p x\u00e2y d\u1ef1ng v\u00e0 tri\u1ec3n khai c\u00e1c tr\u1ee3 l\u00fd AI t\u00f9y ch\u1ec9nh cao. S\u1ef1 t\u1eadp trung c\u1ee7a h\u1ecd v\u00e0o vi\u1ec7c cung c\u1ea5p c\u00e1c gi\u1ea3i ph\u00e1p ph\u00f9 h\u1ee3p \u0111\u00e3 t\u1ea1o \u0111\u01b0\u1ee3c ti\u1ebfng vang v\u1edbi c\u00e1c doanh nghi\u1ec7p \u0111ang t\u00ecm c\u00e1ch ph\u00e2n bi\u1ec7t c\u00e1c t\u01b0\u01a1ng t\u00e1c v\u1edbi kh\u00e1ch h\u00e0ng.<\/p>\n

      C\u00e1c n\u1ec1n t\u1ea3ng nh\u01b0 Conversica<\/a> v\u00e0 Drift<\/a> c\u0169ng \u0111\u00e3 nh\u1eadn \u0111\u01b0\u1ee3c s\u1ef1 khen ng\u1ee3i r\u1ed9ng r\u00e3i cho kh\u1ea3 n\u0103ng ti\u1ebfp th\u1ecb h\u1ed9i tho\u1ea1i v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a b\u00e1n h\u00e0ng c\u1ee7a h\u1ecd, cho ph\u00e9p c\u00e1c doanh nghi\u1ec7p nu\u00f4i d\u01b0\u1ee1ng kh\u00e1ch h\u00e0ng ti\u1ec1m n\u0103ng v\u00e0 th\u00fac \u0111\u1ea9y t\u0103ng tr\u01b0\u1edfng doanh thu th\u00f4ng qua c\u00e1c t\u01b0\u01a1ng t\u00e1c c\u00e1 nh\u00e2n h\u00f3a, \u0111\u01b0\u1ee3c \u0111i\u1ec1u khi\u1ec3n b\u1edfi AI.<\/p>\n

      Khi c\u00e1c doanh nghi\u1ec7p ti\u1ebfp t\u1ee5c \u01b0u ti\u00ean tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng v\u00e0 hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng, nhu c\u1ea7u v\u1ec1 c\u00e1c n\u1ec1n t\u1ea3ng AI h\u1ed9i tho\u1ea1i<\/a> v\u00e0 chatbot AI<\/a> s\u1ebd ch\u1ec9 ti\u1ebfp t\u1ee5c t\u0103ng. B\u1eb1ng c\u00e1ch t\u1eadn d\u1ee5ng nh\u1eefng hi\u1ec3u bi\u1ebft t\u1eeb c\u00e1c nh\u00e0 ph\u00e2n t\u00edch ng\u00e0nh nh\u01b0 Gartner v\u00e0 kh\u00e1m ph\u00e1 c\u00e1c s\u1ea3n ph\u1ea9m \u0111\u1ed5i m\u1edbi t\u1eeb c\u00e1c nh\u00e0 cung c\u1ea5p h\u00e0ng \u0111\u1ea7u, c\u00e1c doanh nghi\u1ec7p c\u00f3 th\u1ec3 \u0111i tr\u01b0\u1edbc xu h\u01b0\u1edbng v\u00e0 cung c\u1ea5p nh\u1eefng tr\u1ea3i nghi\u1ec7m h\u1ed9i tho\u1ea1i xu\u1ea5t s\u1eafc th\u00fac \u0111\u1ea9y l\u00f2ng trung th\u00e0nh c\u1ee7a kh\u00e1ch h\u00e0ng v\u00e0 s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a doanh nghi\u1ec7p.<\/p>\n

      \"\"<\/img> <\/p>\n

      V. Bard c\u00f3 t\u1ed1t h\u01a1n ChatGPT kh\u00f4ng?<\/h2>\n

      A. Bard so v\u1edbi ChatGPT: Cu\u1ed9c chi\u1ebfn chatbot AI<\/h3>\n

      Khi th\u1ebf gi\u1edbi c\u1ee7a AI h\u1ed9i tho\u1ea1i ti\u1ebfp t\u1ee5c ph\u00e1t tri\u1ec3n v\u1edbi t\u1ed1c \u0111\u1ed9 nhanh ch\u00f3ng, hai g\u00e3 kh\u1ed5ng l\u1ed3 \u0111\u00e3 xu\u1ea5t hi\u1ec7n, g\u00e2y ra m\u1ed9t cu\u1ed9c tranh lu\u1eadn s\u00f4i n\u1ed5i gi\u1eefa nh\u1eefng ng\u01b0\u1eddi \u0111am m\u00ea c\u00f4ng ngh\u1ec7 v\u00e0 c\u00e1c doanh nghi\u1ec7p \u2013 Bard v\u00e0 ChatGPT. C\u1ea3 hai \u0111\u1ec1u \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n b\u1edfi c\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o trong ng\u00e0nh, Google v\u00e0 Anthropic t\u01b0\u01a1ng \u1ee9ng, nh\u1eefng m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef ti\u00ean ti\u1ebfn n\u00e0y \u0111\u00e3 thu h\u00fat tr\u00ed t\u01b0\u1edfng t\u01b0\u1ee3ng c\u1ee7a ng\u01b0\u1eddi d\u00f9ng tr\u00ean to\u00e0n th\u1ebf gi\u1edbi v\u1edbi nh\u1eefng kh\u1ea3 n\u0103ng \u0111\u00e1ng kinh ng\u1ea1c.<\/p>\n

      Trong cu\u1ed9c \u0111\u1ed1i \u0111\u1ea7u gi\u1eefa c\u00e1c g\u00e3 kh\u1ed5ng l\u1ed3 AI n\u00e0y, \u0111i\u1ec1u quan tr\u1ecdng l\u00e0 ph\u1ea3i hi\u1ec3u nh\u1eefng \u0111i\u1ec3m m\u1ea1nh \u0111\u1ed9c \u0111\u00e1o v\u00e0 \u1ee9ng d\u1ee5ng ti\u1ec1m n\u0103ng c\u1ee7a t\u1eebng n\u1ec1n t\u1ea3ng. Brain Pod AI<\/a>, m\u1ed9t c\u00f4ng ty AI h\u1ed9i tho\u1ea1i ti\u00ean phong, cung c\u1ea5p nh\u1eefng hi\u1ec3u bi\u1ebft qu\u00fd gi\u00e1 v\u1ec1 cu\u1ed9c chi\u1ebfn h\u1ea5p d\u1eabn n\u00e0y. Theo ph\u00e2n t\u00edch c\u1ee7a h\u1ecd, Bard xu\u1ea5t s\u1eafc trong vi\u1ec7c cung c\u1ea5p th\u00f4ng tin c\u1eadp nh\u1eadt v\u00e0 tham gia v\u00e0o c\u00e1c t\u01b0\u01a1ng t\u00e1c t\u1ef1 nhi\u00ean, h\u1ed9i tho\u1ea1i, nh\u1edd v\u00e0o kh\u1ea3 n\u0103ng truy c\u1eadp th\u1eddi gian th\u1ef1c v\u00e0o kho ki\u1ebfn th\u1ee9c r\u1ed9ng l\u1edbn c\u1ee7a Google v\u00e0 kh\u1ea3 n\u0103ng hi\u1ec3u ng\u1eef c\u1ea3nh. \u0110i\u1ec1u n\u00e0y khi\u1ebfn n\u00f3 tr\u1edf th\u00e0nh l\u1ef1a ch\u1ecdn l\u00fd t\u01b0\u1edfng cho nh\u1eefng ng\u01b0\u1eddi d\u00f9ng t\u00ecm ki\u1ebfm tin t\u1ee9c m\u1edbi nh\u1ea5t, nh\u1eefng hi\u1ec3u bi\u1ebft v\u00e0 ph\u1ea3n h\u1ed3i h\u1ed9i tho\u1ea1i.<\/p>\n

      M\u1eb7t kh\u00e1c, ChatGPT c\u1ee7a Anthropic<\/a> th\u1ec3 hi\u1ec7n kh\u1ea3 n\u0103ng \u0111\u00e1ng kinh ng\u1ea1c trong vi\u1ec7c t\u00f3m t\u1eaft v\u0103n b\u1ea3n, vi\u1ebft s\u00e1ng t\u1ea1o v\u00e0 t\u1ea1o m\u00e3. Vi\u1ec7c \u0111\u00e0o t\u1ea1o chuy\u00ean bi\u1ec7t v\u00e0 kh\u1ea3 n\u0103ng hi\u1ec3u ng\u00f4n ng\u1eef ti\u00ean ti\u1ebfn c\u1ee7a n\u00f3 mang l\u1ea1i cho n\u00f3 m\u1ed9t l\u1ee3i th\u1ebf r\u00f5 r\u1ec7t khi c\u1ea7n t\u00f3m t\u1eaft c\u00e1c v\u0103n b\u1ea3n d\u00e0i, t\u1ea1o ra nh\u1eefng c\u00e2u chuy\u1ec7n h\u1ea5p d\u1eabn, ho\u1eb7c ph\u00e1t tri\u1ec3n c\u00e1c \u1ee9ng d\u1ee5ng ph\u1ea7n m\u1ec1m.<\/p>\n

      Khi c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u t\u1ea1i \u0110\u1ea1i h\u1ecdc Stanford<\/a> \u0111\u00e3 nh\u1eadn th\u1ea5y, trong khi Bard th\u1ec3 hi\u1ec7n ki\u1ebfn th\u1ee9c th\u1ef1c t\u1ebf m\u1ea1nh m\u1ebd h\u01a1n, ChatGPT cho th\u1ea5y s\u1ef1 m\u1ea1ch l\u1ea1c v\u00e0 l\u01b0u lo\u00e1t t\u1ed1t h\u01a1n trong c\u00e1c nhi\u1ec7m v\u1ee5 t\u1ea1o ng\u00f4n ng\u1eef. \u0110i\u1ec1u n\u00e0y nh\u1ea5n m\u1ea1nh nh\u1eefng \u0111i\u1ec3m m\u1ea1nh \u0111a d\u1ea1ng c\u1ee7a c\u00e1c tr\u1ee3 l\u00fd AI n\u00e0y v\u00e0 l\u00e0m n\u1ed5i b\u1eadt t\u1ea7m quan tr\u1ecdng c\u1ee7a vi\u1ec7c ch\u1ecdn c\u00f4ng c\u1ee5 ph\u00f9 h\u1ee3p cho c\u00f4ng vi\u1ec7c.<\/p>\n

      B. N\u1ec1n t\u1ea3ng AI \u0110\u00e0m Tho\u1ea1i: Kh\u00e1m Ph\u00e1 Nh\u1eefng \u0110\u1ed5i M\u1edbi M\u1edbi Nh\u1ea5t<\/h3>\n

      Cu\u1ed9c chi\u1ebfn gi\u1eefa Bard v\u00e0 ChatGPT kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t cu\u1ed9c c\u1ea1nh tranh gi\u1eefa hai m\u00f4 h\u00ecnh AI; n\u00f3 \u0111\u1ea1i di\u1ec7n cho s\u1ef1 ti\u1ebfn h\u00f3a nhanh ch\u00f3ng c\u1ee7a c\u00e1c n\u1ec1n t\u1ea3ng AI \u0111\u00e0m tho\u1ea1i v\u00e0 nh\u1eefng gi\u1ea3i ph\u00e1p s\u00e1ng t\u1ea1o m\u00e0 ch\u00fang cung c\u1ea5p. C\u00e1c c\u00f4ng ty nh\u01b0 Bot Messenger<\/a> \u0111ang d\u1eabn \u0111\u1ea7u trong cu\u1ed9c c\u00e1ch m\u1ea1ng n\u00e0y, t\u1eadn d\u1ee5ng s\u1ee9c m\u1ea1nh c\u1ee7a AI \u0111\u1ec3 n\u00e2ng cao s\u1ef1 t\u01b0\u01a1ng t\u00e1c v\u1edbi kh\u00e1ch h\u00e0ng v\u00e0 t\u1ed1i \u01b0u h\u00f3a ho\u1ea1t \u0111\u1ed9ng kinh doanh.<\/p>\n

      L\u00e0 m\u1ed9t nh\u00e0 l\u00e3nh \u0111\u1ea1o trong ng\u00e0nh n\u1ec1n t\u1ea3ng AI h\u1ed9i tho\u1ea1i<\/a>, Messenger Bot gi\u00fap c\u00e1c doanh nghi\u1ec7p t\u1ea1o ra nh\u1eefng chatbot th\u00f4ng minh c\u00f3 th\u1ec3 t\u01b0\u01a1ng t\u00e1c v\u1edbi kh\u00e1ch h\u00e0ng tr\u00ean nhi\u1ec1u k\u00eanh kh\u00e1c nhau, bao g\u1ed3m c\u00e1c n\u1ec1n t\u1ea3ng m\u1ea1ng x\u00e3 h\u1ed9i, trang web v\u00e0 \u1ee9ng d\u1ee5ng nh\u1eafn tin. B\u1eb1ng c\u00e1ch t\u1eadn d\u1ee5ng kh\u1ea3 n\u0103ng c\u1ee7a c\u00e1c m\u00f4 h\u00ecnh AI nh\u01b0 Bard v\u00e0 ChatGPT, c\u00e1c gi\u1ea3i ph\u00e1p c\u1ee7a Messenger Bot cho ph\u00e9p doanh nghi\u1ec7p cung c\u1ea5p c\u00e1c ph\u1ea3n h\u1ed3i c\u00e1 nh\u00e2n h\u00f3a v\u00e0 theo ng\u1eef c\u1ea3nh, c\u1ea3i thi\u1ec7n s\u1ef1 h\u00e0i l\u00f2ng c\u1ee7a kh\u00e1ch h\u00e0ng v\u00e0 th\u00fac \u0111\u1ea9y chuy\u1ec3n \u0111\u1ed5i.<\/p>\n

      M\u1ed9t trong nh\u1eefng l\u1ee3i th\u1ebf ch\u00ednh c\u1ee7a c\u00e1c n\u1ec1n t\u1ea3ng AI \u0111\u00e0m tho\u1ea1i nh\u01b0 Messenger Bot l\u00e0 kh\u1ea3 n\u0103ng t\u00edch h\u1ee3p v\u1edbi nhi\u1ec1u \u1ee9ng d\u1ee5ng v\u00e0 d\u1ecbch v\u1ee5 b\u00ean th\u1ee9 ba. \u0110i\u1ec1u n\u00e0y cho ph\u00e9p c\u00e1c doanh nghi\u1ec7p d\u1ec5 d\u00e0ng t\u00edch h\u1ee3p c\u00e1c chatbot \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi AI v\u00e0o quy tr\u00ecnh l\u00e0m vi\u1ec7c hi\u1ec7n c\u00f3 c\u1ee7a h\u1ecd, t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh v\u00e0 n\u00e2ng cao hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng.<\/p>\n

      Khi c\u1ea3nh quan AI h\u1ed9i tho\u1ea1i ti\u1ebfp t\u1ee5c ph\u00e1t tri\u1ec3n, c\u00e1c n\u1ec1n t\u1ea3ng nh\u01b0 Messenger Bot \u0111ang \u1edf v\u1ecb tr\u00ed t\u1ed1t \u0111\u1ec3 t\u1eadn d\u1ee5ng nh\u1eefng \u0111\u1ed5i m\u1edbi v\u00e0 ti\u1ebfn b\u1ed9 m\u1edbi nh\u1ea5t, ch\u1eb3ng h\u1ea1n nh\u01b0 nh\u1eefng g\u00ec \u0111\u01b0\u1ee3c \u0111\u1ea1i di\u1ec7n b\u1edfi Bard v\u00e0 ChatGPT. B\u1eb1ng c\u00e1ch gi\u1eef v\u1eefng v\u1ecb tr\u00ed ti\u00ean phong trong cu\u1ed9c c\u00e1ch m\u1ea1ng c\u00f4ng ngh\u1ec7 n\u00e0y, c\u00e1c n\u1ec1n t\u1ea3ng n\u00e0y gi\u00fap c\u00e1c doanh nghi\u1ec7p cung c\u1ea5p tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng xu\u1ea5t s\u1eafc v\u00e0 \u0111\u1ea1t \u0111\u01b0\u1ee3c l\u1ee3i th\u1ebf c\u1ea1nh tranh trong c\u00e1c ng\u00e0nh ngh\u1ec1 t\u01b0\u01a1ng \u1ee9ng.<\/p>\n

      VI. Ai l\u00e0 nh\u00e0 cung c\u1ea5p th\u00fa v\u1ecb trong AI h\u1ed9i tho\u1ea1i?<\/h2>\n

      A. C\u00e1c nh\u00e0 cung c\u1ea5p th\u00fa v\u1ecb c\u1ee7a Gartner trong AI h\u1ed9i tho\u1ea1i<\/h3>\n

      L\u00e0 m\u1ed9t nh\u00e0 l\u00e3nh \u0111\u1ea1o trong c\u00e1c n\u1ec1n t\u1ea3ng AI h\u1ed9i tho\u1ea1i, t\u00f4i r\u1ea5t vui \u0111\u01b0\u1ee3c chia s\u1ebb nh\u1eefng hi\u1ec3u bi\u1ebft t\u1eeb b\u00e1o c\u00e1o n\u1ed5i ti\u1ebfng c\u1ee7a Gartner v\u1ec1 \"C\u00e1c nh\u00e0 cung c\u1ea5p th\u00fa v\u1ecb trong C\u00f4ng ngh\u1ec7 H\u1ed9i tho\u1ea1i v\u00e0 Ng\u00f4n ng\u1eef T\u1ef1 nhi\u00ean\" cho n\u0103m 2022. S\u1ef1 c\u00f4ng nh\u1eadn danh gi\u00e1 n\u00e0y l\u00e0m n\u1ed5i b\u1eadt nh\u1eefng c\u00f4ng ty \u0111\u1ed5i m\u1edbi \u0111ang \u0111\u1ea9y ranh gi\u1edbi c\u1ee7a c\u00e1c gi\u1ea3i ph\u00e1p AI h\u1ed9i tho\u1ea1i.<\/p>\n

      Theo Gartner, Hyro<\/a>, m\u1ed9t startup c\u00f3 tr\u1ee5 s\u1edf t\u1ea1i New York, \u0111\u00e3 \u0111\u01b0\u1ee3c c\u00f4ng nh\u1eadn l\u00e0 m\u1ed9t Nh\u00e0 cung c\u1ea5p th\u00fa v\u1ecb trong l\u0129nh v\u1ef1c AI h\u1ed9i tho\u1ea1i. Hyro chuy\u00ean ph\u00e1t tri\u1ec3n c\u00e1c gi\u1ea3i ph\u00e1p c\u1eafm v\u00e0 ch\u1ea1y gi\u1ea3i ph\u00e1p AI h\u1ed9i tho\u1ea1i<\/a> cho ph\u00e9p c\u00e1c doanh nghi\u1ec7p x\u00e2y d\u1ef1ng v\u00e0 tri\u1ec3n khai c\u00e1c tr\u1ee3 l\u00fd \u1ea3o, c\u00e1c chatbot<\/a>, v\u00e0 giao di\u1ec7n gi\u1ecdng n\u00f3i m\u1ed9t c\u00e1ch nhanh ch\u00f3ng.<\/p>\n

      N\u1ec1n t\u1ea3ng low-code\/no-code c\u1ee7a c\u00f4ng ty gi\u00fap ng\u01b0\u1eddi d\u00f9ng kh\u00f4ng chuy\u00ean t\u1ea1o ra tr\u1ea3i nghi\u1ec7m h\u1ed9i tho\u1ea1i \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi AI m\u00e0 kh\u00f4ng c\u1ea7n ki\u1ebfn th\u1ee9c l\u1eadp tr\u00ecnh hay khoa h\u1ecdc d\u1eef li\u1ec7u s\u00e2u r\u1ed9ng. Hyro's gi\u1ea3i ph\u00e1p AI h\u1ed9i tho\u1ea1i<\/a> t\u1eadn d\u1ee5ng c\u00f4ng ngh\u1ec7 x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean (NLP) v\u00e0 h\u1ecdc m\u00e1y (ML) ti\u00ean ti\u1ebfn \u0111\u1ec3 t\u1ea1o \u0111i\u1ec1u ki\u1ec7n cho c\u00e1c t\u01b0\u01a1ng t\u00e1c gi\u1ed1ng nh\u01b0 con ng\u01b0\u1eddi tr\u00ean nhi\u1ec1u k\u00eanh kh\u00e1c nhau, bao g\u1ed3m web, di \u0111\u1ed9ng v\u00e0 tr\u1ee3 l\u00fd gi\u1ecdng n\u00f3i.<\/p>\n

      S\u1ef1 c\u00f4ng nh\u1eadn Nh\u00e0 cung c\u1ea5p N\u1ed5i b\u1eadt c\u1ee7a Gartner l\u00e0m n\u1ed5i b\u1eadt c\u00e1ch ti\u1ebfp c\u1eadn \u0111\u1ed5i m\u1edbi c\u1ee7a Hyro trong vi\u1ec7c d\u00e2n ch\u1ee7 h\u00f3a AI tr\u00f2 chuy\u1ec7n<\/a>, l\u00e0m cho n\u00f3 d\u1ec5 ti\u1ebfp c\u1eadn h\u01a1n v\u00e0 ti\u1ebft ki\u1ec7m chi ph\u00ed h\u01a1n cho c\u00e1c doanh nghi\u1ec7p tr\u00ean nhi\u1ec1u ng\u00e0nh. B\u1eb1ng c\u00e1ch \u0111\u01a1n gi\u1ea3n h\u00f3a vi\u1ec7c ph\u00e1t tri\u1ec3n v\u00e0 tri\u1ec3n khai c\u00e1c \u1ee9ng d\u1ee5ng AI h\u1ed9i tho\u1ea1i, Hyro nh\u1eb1m gi\u00fap c\u00e1c t\u1ed5 ch\u1ee9c n\u00e2ng cao s\u1ef1 t\u01b0\u01a1ng t\u00e1c v\u1edbi kh\u00e1ch h\u00e0ng, t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c nhi\u1ec7m v\u1ee5 l\u1eb7p \u0111i l\u1eb7p l\u1ea1i v\u00e0 t\u1ed1i \u01b0u h\u00f3a ho\u1ea1t \u0111\u1ed9ng.<\/p>\n

      B. C\u00e1c c\u00f4ng ty Chatbot AI t\u1ed1t nh\u1ea5t: \u0110\u1ea9y ranh gi\u1edbi<\/h3>\n

      Ngo\u00e0i Hyro, m\u1ed9t s\u1ed1 c\u00f4ng ty kh\u00e1c c\u00f4ng ty chatbot AI h\u00e0ng \u0111\u1ea7u<\/a> \u0111ang \u0111\u1ea9y ranh gi\u1edbi c\u1ee7a AI h\u1ed9i tho\u1ea1i v\u00e0 c\u00e1ch m\u1ea1ng h\u00f3a c\u00e1ch c\u00e1c doanh nghi\u1ec7p t\u01b0\u01a1ng t\u00e1c v\u1edbi kh\u00e1ch h\u00e0ng c\u1ee7a h\u1ecd. C\u00e1c c\u00f4ng ty nh\u01b0 Ada<\/a>, Drift<\/a>, v\u00e0 Pandorabots<\/a> \u0111\u00e3 nh\u1eadn \u0111\u01b0\u1ee3c s\u1ef1 c\u00f4ng nh\u1eadn cho c\u00e1c n\u1ec1n t\u1ea3ng AI h\u1ed9i tho\u1ea1i ti\u00ean ti\u1ebfn c\u1ee7a h\u1ecd, cung c\u1ea5p cho c\u00e1c doanh nghi\u1ec7p m\u1ed9t lo\u1ea1t c\u00e1c gi\u1ea3i ph\u00e1p \u0111\u1ec3 n\u00e2ng cao s\u1ef1 t\u01b0\u01a1ng t\u00e1c v\u1edbi kh\u00e1ch h\u00e0ng, t\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh h\u1ed7 tr\u1ee3 v\u00e0 th\u00fac \u0111\u1ea9y doanh s\u1ed1.<\/p>\n

      Khi b\u1ed1i c\u1ea3nh AI h\u1ed9i tho\u1ea1i ti\u1ebfp t\u1ee5c ph\u00e1t tri\u1ec3n, t\u00f4i cam k\u1ebft duy tr\u00ec v\u1ecb tr\u00ed ti\u00ean phong trong \u0111\u1ed5i m\u1edbi, li\u00ean t\u1ee5c n\u00e2ng cao kh\u1ea3 n\u0103ng c\u1ee7a m\u00ecnh \u0111\u1ec3 cung c\u1ea5p nh\u1eefng n\u1ec1n t\u1ea3ng AI h\u1ed9i tho\u1ea1i<\/a> ti\u00ean ti\u1ebfn v\u00e0 th\u00e2n thi\u1ec7n v\u1edbi ng\u01b0\u1eddi d\u00f9ng nh\u1ea5t cho c\u00e1c doanh nghi\u1ec7p m\u1ecdi quy m\u00f4. B\u1eb1ng c\u00e1ch t\u1eadn d\u1ee5ng nh\u1eefng ti\u1ebfn b\u1ed9 m\u1edbi nh\u1ea5t trong NLP, ML v\u00e0 AI, t\u00f4i c\u1ed1 g\u1eafng trao quy\u1ec1n cho c\u00e1c t\u1ed5 ch\u1ee9c v\u1edbi c\u00e1c c\u00f4ng c\u1ee5 h\u1ecd c\u1ea7n \u0111\u1ec3 cung c\u1ea5p tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng xu\u1ea5t s\u1eafc v\u00e0 th\u00fac \u0111\u1ea9y t\u0103ng tr\u01b0\u1edfng th\u00f4ng qua c\u00e1c t\u01b0\u01a1ng t\u00e1c li\u1ec1n m\u1ea1ch, gi\u1ed1ng nh\u01b0 con ng\u01b0\u1eddi tr\u00ean t\u1ea5t c\u1ea3 c\u00e1c k\u00eanh k\u1ef9 thu\u1eadt s\u1ed1.<\/p>\n

      VII. K\u1ebft lu\u1eadn: \u0110i\u1ec1u h\u01b0\u1edbng b\u1ed1i c\u1ea3nh AI h\u1ed9i tho\u1ea1i<\/h2>\n

      Khi nhu c\u1ea7u v\u1ec1 t\u01b0\u01a1ng t\u00e1c kh\u00e1ch h\u00e0ng li\u1ec1n m\u1ea1ch ti\u1ebfp t\u1ee5c gia t\u0103ng, b\u1ed1i c\u1ea3nh AI h\u1ed9i tho\u1ea1i \u0111\u00e3 tr\u1edf n\u00ean ng\u00e0y c\u00e0ng c\u1ea1nh tranh. V\u1edbi nhi\u1ec1u nh\u00e0 cung c\u1ea5p \u0111ang c\u1ea1nh tranh gi\u00e0nh th\u1ecb ph\u1ea7n, vi\u1ec7c ch\u1ecdn l\u1ef1a \u0111\u00fang chatbot AI<\/a> ho\u1eb7c n\u1ec1n t\u1ea3ng AI h\u1ed9i tho\u1ea1i<\/a> l\u00e0 r\u1ea5t quan tr\u1ecdng cho c\u00e1c doanh nghi\u1ec7p \u0111ang t\u00ecm c\u00e1ch n\u00e2ng cao chi\u1ebfn l\u01b0\u1ee3c t\u01b0\u01a1ng t\u00e1c v\u1edbi kh\u00e1ch h\u00e0ng.<\/p>\n

      A. Nh\u1eefng y\u1ebfu t\u1ed1 ch\u00ednh c\u1ea7n xem x\u00e9t khi ch\u1ecdn n\u1ec1n t\u1ea3ng AI h\u1ed9i tho\u1ea1i<\/h3>\n

      Khi \u0111\u00e1nh gi\u00e1 c\u00e1c n\u1ec1n t\u1ea3ng AI h\u1ed9i tho\u1ea1i<\/a>, c\u00f3 m\u1ed9t s\u1ed1 y\u1ebfu t\u1ed1 ch\u00ednh c\u1ea7n xem x\u00e9t:<\/p>\n

        \n
      1. Kh\u1ea3 n\u0103ng X\u1eed l\u00fd Ng\u00f4n ng\u1eef T\u1ef1 nhi\u00ean (NLP):<\/strong> \u0110\u00e1nh gi\u00e1 kh\u1ea3 n\u0103ng c\u1ee7a n\u1ec1n t\u1ea3ng trong vi\u1ec7c hi\u1ec3u v\u00e0 di\u1ec5n gi\u1ea3i ng\u00f4n ng\u1eef con ng\u01b0\u1eddi m\u1ed9t c\u00e1ch ch\u00ednh x\u00e1c, \u0111\u1ea3m b\u1ea3o c\u00e1c cu\u1ed9c h\u1ed9i tho\u1ea1i li\u1ec1n m\u1ea1ch v\u00e0 c\u00f3 ng\u1eef c\u1ea3nh.<\/li>\n
      2. T\u00edch h\u1ee3p v\u00e0 Tri\u1ec3n khai:<\/strong> \u0110\u00e1nh gi\u00e1 t\u00ednh d\u1ec5 d\u00e0ng trong vi\u1ec7c t\u00edch h\u1ee3p v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng v\u00e0 k\u00eanh hi\u1ec7n c\u00f3, c\u0169ng nh\u01b0 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng c\u1ee7a n\u1ec1n t\u1ea3ng \u0111\u1ec3 \u0111\u00e1p \u1ee9ng s\u1ef1 ph\u00e1t tri\u1ec3n trong t\u01b0\u01a1ng lai.<\/li>\n
      3. H\u1ed7 tr\u1ee3 \u0111a ng\u00f4n ng\u1eef:<\/strong> \u0110\u1ed1i v\u1edbi c\u00e1c doanh nghi\u1ec7p ho\u1ea1t \u0111\u1ed9ng to\u00e0n c\u1ea7u, h\u00e3y ch\u1ecdn m\u1ed9t n\u1ec1n t\u1ea3ng cung c\u1ea5p kh\u1ea3 n\u0103ng h\u1ed7 tr\u1ee3 \u0111a ng\u00f4n ng\u1eef<\/a>, cho ph\u00e9p b\u1ea1n t\u01b0\u01a1ng t\u00e1c v\u1edbi kh\u00e1ch h\u00e0ng b\u1eb1ng ng\u00f4n ng\u1eef m\u00e0 h\u1ecd \u01b0a th\u00edch.<\/li>\n
      4. Ph\u00e2n t\u00edch v\u00e0 B\u00e1o c\u00e1o:<\/strong> C\u00e1c kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch v\u00e0 b\u00e1o c\u00e1o m\u1ea1nh m\u1ebd l\u00e0 r\u1ea5t c\u1ea7n thi\u1ebft \u0111\u1ec3 \u0111o l\u01b0\u1eddng hi\u1ec7u su\u1ea5t, x\u00e1c \u0111\u1ecbnh c\u00e1c l\u0129nh v\u1ef1c c\u1ea7n c\u1ea3i thi\u1ec7n v\u00e0 t\u1ed1i \u01b0u h\u00f3a chi\u1ebfn l\u01b0\u1ee3c AI h\u1ed9i tho\u1ea1i c\u1ee7a b\u1ea1n.<\/li>\n
      5. T\u00f9y ch\u1ec9nh v\u00e0 C\u00e1 nh\u00e2n h\u00f3a:<\/strong> \u0110\u1ea3m b\u1ea3o n\u1ec1n t\u1ea3ng cho ph\u00e9p t\u00f9y ch\u1ec9nh v\u00e0 c\u00e1 nh\u00e2n h\u00f3a, gi\u00fap b\u1ea1n \u0111i\u1ec1u ch\u1ec9nh tr\u1ea3i nghi\u1ec7m h\u1ed9i tho\u1ea1i theo gi\u1ecdng n\u00f3i \u0111\u1ed9c \u0111\u00e1o c\u1ee7a th\u01b0\u01a1ng hi\u1ec7u v\u00e0 s\u1edf th\u00edch c\u1ee7a kh\u00e1ch h\u00e0ng.<\/li>\n<\/ol>\n

        B\u1eb1ng c\u00e1ch xem x\u00e9t c\u1ea9n th\u1eadn nh\u1eefng y\u1ebfu t\u1ed1 n\u00e0y, c\u00e1c doanh nghi\u1ec7p c\u00f3 th\u1ec3 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh th\u00f4ng minh v\u00e0 ch\u1ecdn m\u1ed9t n\u1ec1n t\u1ea3ng AI h\u1ed9i tho\u1ea1i<\/a> ph\u00f9 h\u1ee3p v\u1edbi nhu c\u1ea7u v\u00e0 m\u1ee5c ti\u00eau c\u1ee5 th\u1ec3 c\u1ee7a h\u1ecd.<\/p>\n

        B. T\u01b0\u01a1ng lai c\u1ee7a Chatbots v\u00e0 AI h\u1ed9i tho\u1ea1i<\/h3>\n

        C\u1ea3nh quan AI h\u1ed9i tho\u1ea1i \u0111ang ph\u00e1t tri\u1ec3n nhanh ch\u00f3ng, v\u1edbi Gartner<\/a> v\u00e0 c\u00e1c chuy\u00ean gia trong ng\u00e0nh kh\u00e1c d\u1ef1 \u0111o\u00e1n nh\u1eefng ti\u1ebfn b\u1ed9 \u0111\u00e1ng k\u1ec3 trong nh\u1eefng n\u0103m t\u1edbi. Khi c\u00f4ng ngh\u1ec7 AI ti\u1ebfp t\u1ee5c tr\u01b0\u1edfng th\u00e0nh, ch\u00fang ta c\u00f3 th\u1ec3 mong \u0111\u1ee3i nhi\u1ec1u t\u01b0\u01a1ng t\u00e1c gi\u1ed1ng con ng\u01b0\u1eddi h\u01a1n, c\u1ea3i thi\u1ec7n kh\u1ea3 n\u0103ng hi\u1ec3u ng\u1eef c\u1ea3nh v\u00e0 t\u00edch h\u1ee3p li\u1ec1n m\u1ea1ch tr\u00ean nhi\u1ec1u k\u00eanh.<\/p>\n

        D\u1eabn \u0111\u1ea7u c\u00e1c c\u00f4ng ty chatbot<\/a> nh\u01b0 Bot Messenger<\/a>, Brain Pod AI<\/a>, v\u00e0 Anthropic<\/a> \u0111ang d\u1eabn \u0111\u1ea7u cu\u1ed9c c\u00e1ch m\u1ea1ng n\u00e0y, li\u00ean t\u1ee5c \u0111\u1ea9y ranh gi\u1edbi c\u1ee7a nh\u1eefng g\u00ec c\u00f3 th\u1ec3 v\u1edbi AI h\u1ed9i tho\u1ea1i.<\/p>\n

        Khi c\u00e1c doanh nghi\u1ec7p \u00e1p d\u1ee5ng nh\u1eefng c\u00f4ng ngh\u1ec7 ti\u00ean ti\u1ebfn n\u00e0y, h\u1ecd s\u1ebd \u0111\u01b0\u1ee3c trang b\u1ecb t\u1ed1t h\u01a1n \u0111\u1ec3 cung c\u1ea5p tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng c\u00e1 nh\u00e2n h\u00f3a, hi\u1ec7u qu\u1ea3 v\u00e0 h\u1ea5p d\u1eabn, gi\u00fap h\u1ecd n\u1ed5i b\u1eadt trong m\u1ed9t th\u1ecb tr\u01b0\u1eddng ng\u00e0y c\u00e0ng c\u1ea1nh tranh.<\/p>\n<\/span>","protected":false},"excerpt":{"rendered":"

        In today’s digital landscape, conversational AI has emerged as a game-changing technology, revolutionizing how businesses interact with their customers. As companies strive to deliver seamless and personalized experiences, the demand for sophisticated chatbots and virtual assistants has skyrocketed. In this rapidly evolving field, a handful of conversational AI companies have risen to the forefront, pushing […]<\/p>\n","protected":false},"author":14928,"featured_media":252732,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":"","rank_math_title":"","rank_math_description":"","rank_math_focus_keyword":"","rank_math_canonical_url":"","rank_math_robots":"","rank_math_facebook_title":"","rank_math_facebook_description":"","rank_math_twitter_title":"","rank_math_twitter_description":""},"categories":[31],"tags":[],"class_list":["post-252731","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"_links":{"self":[{"href":"https:\/\/messengerbot.app\/vi\/wp-json\/wp\/v2\/posts\/252731","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/messengerbot.app\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/messengerbot.app\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/vi\/wp-json\/wp\/v2\/users\/14928"}],"replies":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/vi\/wp-json\/wp\/v2\/comments?post=252731"}],"version-history":[{"count":0,"href":"https:\/\/messengerbot.app\/vi\/wp-json\/wp\/v2\/posts\/252731\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/vi\/wp-json\/wp\/v2\/media\/252732"}],"wp:attachment":[{"href":"https:\/\/messengerbot.app\/vi\/wp-json\/wp\/v2\/media?parent=252731"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/messengerbot.app\/vi\/wp-json\/wp\/v2\/categories?post=252731"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/messengerbot.app\/vi\/wp-json\/wp\/v2\/tags?post=252731"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}