1、?1?|?2023?2?|?2023?1.?1 2.?4 3.?7 4.?11 4.14.1?愿?11?愿?11 竹间智能 15 4.24.2 NLP?19NLP?19 拓尔思 22 4.34.3?26?26 明略科技 30 4.44.4?33?33 深睿医疗 36 5.?40?45?46?47?48?3?|?2023?1?|?2023?1.?社?愿?AI?研?研?纸?纸?纸?撑?务?撰?ChatGPT?ChatGPT?ChatGPT?去?的?宇?确?宇?够?纸?愿?NLP?2?|?2023?宇?宇?宇?l 宇?宇?l?宇?4?l?宇?4?2022?Q1?2022?Q4?3?|?2023?4?
2、|?2023?2.?l?400400 厅厅?2023?务?418.4 厅?48.5%?筛?ChatGPT?1?l?愿?愿?研?愿?研?愿?宇?宇?研?研?务?撰?研?研?研?愿?研?NLP?务?纸?研?告?纸?纸?告?割?宇?纸?务?5?|?2023?务?务?撑?l N NLPLP?N NLPLP?ChatChatGPTGPT?ChatGPT?去?IT?NLP?NLP 宇?覆?撰?送?研?GPU?送?NLP?NLP?宇?l?研撰撰?宇?研撰撰?宇?研?撰?务?宇?研?研?研?割?研?撰?宇?研?研?研?宇?研?6?|?2023?7?|?2023?3.?宇?务?宇?8?|?2023?9?|?20
3、23?10?|?2023?11?|?2023?4.?去?宇?宇?4.14.1?愿?研?愿?愿?愿?IT?愿?Know-how?愿?愿?愿?研?愿?愿?l?愿?愿?愿?Schema?研?Data?研?匮?愿?研?研?研?Know-how?愿?l?研务?研务?务?撰?研?研?研?愿?研?NLP?务?纸?12?|?2023?研?告?纸?l?愿?愿?研?愿?研?厅?愿?愿?筛?愿?研?研?愿?l?愿?愿?愿?撰?研?撰?撑练?研?AI?告?愿?割?研?愿?告?撰?撰?IT?割?愿?务?务?500?愿?映?愿?l?愿?愿?去?愿?务?割?愿?愿?愿?研?映?愿?告?研?愿?务?13?|?2023?宇?宇
4、?愿?宇?撰?撑?研?研?愿?愿?l 宇?愿?宇?愿?愿?撰?研?,够?去?务?宇?撰?研?务?宇?去?去?愿?务?宇?愿?去?去?2?l 宇?务?撑?宇?务?撑?告?纸?研?研?告?纸?割?纸?纸?割?纸?确?纸?愿?告?14?|?2023?宇?纸?务?务?务?撑?l 宇?研?研?研?宇?研?研?研?愿?研?愿?割?愿?愿?研?研?愿?研?研?愿?宇?研?研?研?割?研?l 宇?愿?模?愿?宇?愿?模?愿?愿?愿?愿?务?宇?愿?社?愿?API?愿?l 宇?愿?宇?愿?愿?宇?研?愿?研?研?研?愿?套?宇?愿?愿?1.?愿?宇?2.?宇?割?1000?3.?宇?割?5?15?|?2023?
5、宇?宇?2015?AI?AI?8?名?500 撰?筛?撰?-务-?AI?纸?撰?务Gemini?KG?愿?Gemini?愿?Gemini?KG?研?愿?愿?社?纸?Gemini?KG?割?愿?模?宇?宇?愿?愿?愿?Gemini?KG?愿?撰 NLP?研?愿?愿?Gemini?KG?撰?API?16?|?2023?撰?l Gemini?Gemini?KGKG?NLPNLP?愿?愿?愿?研?研?Gemini?KG?NLP?Artificial?Intelligence?+?Human?Intelligence?Human-In-The-Loop?AI?Gemini?KG?去?撰?NLP?API?
6、NLP?割?模?Gemini?KG?愿?NLP?Gemini?KG?愿?研?l Gemini?KGGemini?KG?愿?愿?模?模?空?Gemini?KG?愿?NLP?愿?社?社?导?Gemini?KM?Bot?Factory?AI?AICC+?Gemini?KG?撰?研?愿?17?|?2023?3?l?愿?愿?撰?愿?名?务?愿?研撰?愿?割?撰?务?愿?名?l?愿?愿?务?/?纸?愿?研?愿?割?务?愿?割?愿?愿?愿?愿?愿?愿?18?|?2023?愿?务?宇?研?模?愿?纸?愿?愿?纸?纸?社?社?愿确?愿?务?愿?研?务?套?务?19?|?2023?4.24.2 N NLPLP?N
7、LP?纸?愿?纸?研?NLP?NLP?NLP?IT?NLP?割?NLP?务?NLP?割?NLP?研?NLP?l?NLPNLP?NLP?割?NLP?NLP?务?务?撰?撰?纸?纸?纸?NLP?撑?撰?务?l?撰?研?纸?撰?研?纸?NLP?研?撰?撰?NLP?撰?研?纸?务?l?NLPNLP?务?研?NLP?20?|?2023?告 NLP?NLP?NLP?l?ChatGPT?研?GPU?送?宇?宇?NLP?宇?宇?NLP?NLP?宇?务?NLP?宇?NLP?研?NLP?宇?确?l 宇?宇?NLPNLP?NLPNLP?NLP?NLP?宇?割?割?NLP?宇?割?NLP?务?宇?NLP?NLP?l
8、宇?撰?研?纸?宇?撰?研?纸?NLP?撰?研?研?研?研?纸?3?务?NLP?务?愿?l 宇?宇?NLPNLP?NLP?宇?NLP?NLP?NLP?21?|?2023?NLP?NLP?NLP?l 宇?确?宇?确?NLP?宇?NLP?去?告?宇?研?宇?确?宇?务?宇?NLP?宇?割?告宇?够?1.?NLP?宇?2.?割?1000?3.?割?5?22?|?2023?宇?宇?1993?研?研?40+?1000+?社?研?NLP?务?GA?社?研?空?NLP?TRS?空?TRS?NLP?撰?愿?TRS?筛?去?NLP?愿?愿?RPA?研务?筛?撰?AI?AI?宇?宇?NLP?宇?NLP?研?NLP
9、?筛?纸?NLP?23?|?2023?NLP?l?NLPNLP?研?研?2000?NLP?撰?厅?愿?撰?350+?宇?割?割?4?NLP?研?匮?匮?撰?务?务?l?NLPNLP?筛?纸?筛?纸?NLPNLP?NLP?筛?纸?宇?宇?NLP?割?NLP?NLP?NLP?NLP?24?|?2023?研?NLP?NLP?NLP?NLP?NLP?模?l?NLPNLP?NLPNLP?NLP?NLP 宇?覆?撰?送?模?NLP?2016?纸?研?研?纸?AI?纸?5?ChatGPT?25?|?2023?够?纸?研?撰?愿?筛?筛?匹?筛?筛?/?研?套?愿?纸?26?|?2023?4.34.3?ASR
10、?NLP?纸?研务?愿?研?研?务?研?撰?割?研?研?告?撰?撑?研?研?l?研?研?撰?撰?撰?研?匹?研?研?研?研?l?研?研?去?撑练?撰?告 Gartner?9%?42%?研务?27?|?2023?撑?研?告?撰?割?割?撰?l?务?割?务?割?割?l?模?够?模?够?务?导?研?模?够?CRM?告?务?l?撰?筛?务?模?宇?宇?研?研?宇?撰?宇?研?研?研?研务?CDP?研?宇?Know-how?NLP?研?SOP?务?研?28?|?2023?l 宇?宇?研?研?研?研匹?API?匹?匹?研?研?研?宇?研?研务?研?CDP?研务?6?CDP?务?l 宇?宇?宇?撰?纸?研?
11、研?研务?撑?l 宇?研?宇?研?宇?Know-how?纸?宇?纸?研?研?ASR?研?29?|?2023?NLP?研?纸?研务?研?l 宇?宇?宇?宇?研?研?模?1.?宇?2.?割?500?3.?割?3?30?|?2023?宇?宇?研?研?研?务?送?研?研?撰?务?空?SaaS?务?匮?匮?送?3C?SaaS?宇?宇?研?研?3C?l?研?研?研?31?|?2023?告?研?研?割?研?撰?务?宇?研?研?研?割?研?研?务?研?研?研?研务?x?宇?研?ASR?NLP?研?l?3C3C?1010?研?研?割?研?撑?17?撰?500?3C?10?NLP?撰?研?l?研?研?模?研?研?
12、研?32?|?2023?SOP?务?撑?纸?33?|?2023?4.44.4?愿?纸?务?纸?纸?纸?研?l?纸?纸?纸?割?纸?务?纸?l?研?研?研?务?研?30%?4.1%?模?l?研?34?|?2023?牌?研?告?研?社?愿?模?研?l?告?务?AI?宇?宇?宇?撰?纸?宇?愿?研?7?l 宇?宇?宇?纸?NLP?愿?研?愿?35?|?2023?务?导?割?l 宇?愿?宇?愿?宇?研?愿?/?l 宇?愿?研宇?愿?研?研?宇?NLP?愿?愿?愿?研?研?研?l?宇?愿?AI?研?愿?研?1.?宇?2.?割?500?3.?割?3?36?|?2023?宇?宇?2017?3?纸?匹?30
13、撰?纸?AI?研?纸?匹?30 撰?纸?AI?研?务?Dr.Wise?7?NMPA?AI?宇?宇?模?AI?模?纸?AI?2023?1?NMPA?AI+?37?|?2023?l?模?纸?模?纸?纸?AI?宇?模?AI?宇?纸?割?7?15?30 撰?模?纸?AI?纸?撰?纸?2022?研?DeepMRDTR?愿?20?撰?撰?群?8?90%?l?千?X?撰?纸?务?AI?2023?1?NMPA?AI?l?AI+?AI+?纸?AI?AI+?-AI?愿?2022?务?2022?撰?12?38?|?2023?务?研?务?匮?2022?愿?NLP?撰?AI?空?AI?AI+?CT?务?纸?割?l?AIAI?研?研?AI?模?撰?AI?去?撑?CT?AI?AI?皆?撰?模?愿?研?+?研?AI?空?研?研?研?2023?2?Deepwise?MetAI?&?研?纸?NLP?皆?务?研?研?撰?撰?务?对?39?|?2023?40?|?2023?5.?41?|?2023?42?|?2023?43?|?2023?44?|?2023?49?|?2023?50?|?2023?
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