市場調查報告書
商品編碼
1609514
市場佔有率與預測:IT運用聊天機器人,2023~2028年,世界規模(雙報告綁定套裝)Market Share and Forecast: Chatbots for IT Operations, 2023-2028, Worldwide (Bundle of Two Reports) |
該產品包括兩份報告:市場佔有率與市場預測
Quadrant Knowledge Solutions 透露,預計到 2028 年,IT 營運聊天機器人市場的複合年增長率將達到 20.12%。聊天機器人透過電腦程式模擬和處理人類的口頭和書面對話,使人類能夠與數位設備互動。用於 IT 營運的聊天機器人是使用人工智慧 (AI)、機器學習 (ML) 模型和自然語言處理 (NLP) 來理解和回應人類對話的電腦解決方案。用於 IT 營運的聊天機器人是對話式 AI 平台的用例之一,它允許公司透過文字和語音交互,透過類似人類的對話來自動化 IT 團隊的雜務。透過有效部署聊天機器人,IT 營運團隊可以提高幫助台票證避免率、增加平均修復時間 (MTTR)、處理請求管理以及對設備和應用程式進行故障排除。
Quadrant Knowledge Solutions 將IT 營運聊天機器人定義為 "旨在透過提供即時幫助、問題解決、警報管理、確保網路安全、從互動中學習以及提供多通路可訪問性的人工智慧解決方案來簡化IT支援流程" 。
根據 Quadrant Knowledge Solutions 的數據,到 2028 年,IT 營運聊天機器人市場的複合年增長率預計將達到 20.42%。 GPT-3 和 PaLM 等生成式 AI 模型的出現為增強聊天機器人開闢了新的可能性,特別是在 IT 營運支援等複雜用例中。透過產生真實合理的內容,生成式人工智慧可以實現更智慧的對話。生成式人工智慧有望成為 IT 營運管理的催化劑,因為它允許聊天機器人超越固定知識庫的回應範圍。與生成模型整合的聊天機器人可以理解上下文,提出明確的問題,並透過基於可用數據生成新的文字和內容來提供答案。這可以大大提高聊天機器人回應員工複雜而敏感的 IT 支援查詢的能力。以前的聊天機器人很難在狹窄的用例之外進行對話,而生成式人工智慧可以擴大其範圍,以涵蓋員工可能面臨的各種 IT 問題。課題包括針對利基 IT 術語和問題訓練產生模型,以及過濾掉潛在的不準確和不適當的內容。儘管在不久的將來,生成式人工智慧可能無法完全自動化需要人工判斷的複雜IT 對話,但它將增強人類代理的能力,而聊天機器人將處理大多數常規IT 支援查詢。提高生產力和成本。這顯示出增強聊天機器人 IT 營運能力並改變未來幾年 IT 服務台運作方式的巨大潛力。
This product includes two reports: Market Share and Market Forecast.
Quadrant Knowledge Solutions Reveals that Chatbots for IT Operations Market is Projected to Register a CAGR of 20.12% by 2028. A chatbot simulates and processes spoken and written human conversations via a computer program, enabling humans to interact with digital devices. Chatbots for IT operations are computer solutions that understand and respond to human conversations using artificial intelligence (AI), machine learning (ML) models, and natural language processing (NLP). The chatbot for IT operations is one of the use cases of conversational AI platforms that allow organizations to automate IT teams' mundane tasks in a human-like conversation through text or voice interactions. By implementing chatbots effectively, IT operation teams can increase helpdesk ticket deflection and MTTR (mean time to repair), handle request management, and perform device/application troubleshooting.
Quadrant Knowledge Solutions defines chatbots for IT operations 'as AI-powered solutions designed to streamline IT support processes by offering real-time assistance, resolving issues, managing alerts, ensuring cybersecurity, learning from interactions, and providing multi-channel accessibility'.
Quadrant Knowledge Solutions Reveals that Chatbots for IT Operations market Projected to Register a CAGR of 20.42% by 2028. The emergence of generative AI models such as GPT-3 and PaLM has opened new possibilities for enhancing chatbots, especially for complex use cases such as IT operations support. By generating realistic and reasonable content, generative AI can enable more intelligent conversations. Generative AI will be a catalyst for IT operations management as it will enable chatbots to go beyond just responding from a fixed knowledge base. Chatbots integrated with generative models can understand context, ask clarifying questions, and provide answers by generating new text and content based on available data. This can significantly improve chatbots' ability to handle complex and nuanced IT support queries from employees. Where earlier chatbots struggled with conversations beyond narrow use cases, generative AI can expand the scope to cover a wider variety of IT issues employees may face. The challenges include training generative models on niche IT terminology and issues and filtering out potential inaccuracies or inappropriate content. Generative AI may not fully automate complex IT conversations requiring human judgment in the near future, but by augmenting human agents and allowing chatbots to handle an increasing portion of routine IT support queries, generative AI can drive significant productivity and cost gains. This indicates its sizeable potential to enhance the capabilities of chatbots targeted for IT operations and transform how IT service desks operate in the coming years.