Based on a combination of survey research and in-depth executive interviews, this report explores how organizations today are using data to drive business value. It’s sponsored by Amazon Web Services, and the views expressed within are those of MIT Technology Review Insights, which is editorially independent.
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初創由於缺乏業務往績,往往難以從傳統銀行獲得融資。不過,本地金融初創公司Choco Up引入收入掛勾(Revenue-based Investment,RBI)的融資模式,透過雲技術和大數據在AWS 上構建信貸分析及融資平台,可在短短 1 小時內完成借貸批核,並在日內提供資金,解決初創及中小企融資難的困境。
企業要在萬變的營商環境中保持競爭力,往往需要透過及時的市場調研來了解市場變化。不過,傳統的市場調研一般耗時3至6個月才能完成,而且成本可以高達近百萬元。本地初創Votee 透過在雲端建立市場調研系統,並透過人工智能(AI)和機器學習(ML)等技術實時分析數據,大大加快準備市場調研的時間,從而協助企業掌握最新業務機遇。
生物技術公司Codex Genetics 透過人工智能(AI)分析基因圖譜及臨床數據,協助醫生、診所和大學診斷神經系統疾病和癌症,為病人找出罕見病的病因。面對海量數據的傳輸及分析難題,Codex Genetics 將數據庫從本地機房遷移到與雲端混合使用,並透過各種AWS 數據服務來降低成本,同時提高系統的穩定性。
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