Label Less Information

Label Less is a Hong Kong social enterprise focused on data annotation and human review. Our mission is to create meaningful work opportunities for underserved communities. We welcome enquiries about image, video, text and audio annotation, including Cantonese and Traditional Chinese. Project scope, review steps, data handling and availability are discussed individually. We also offer free, practical AI workflow workshops for Hong Kong NGOs, starting with everyday tasks: forms, attendance records, grant reports and finance administration. Sessions cover data minimisation, access controls and human review. Workshop scope and dates are agreed individually. Paid software and production implementation are separate. Explore our work: https://www.label-less.org/ NGO workshops: https://www.label-less.org/ngo-ai-workflow-training.html Contact: hello@label-less.org Label Less 是香港社會企業，專注數據標註及人手覆核，致力為較缺乏就業機會的社群創造有意義的工作機會。 我們歡迎機構查詢圖像、影片、文字及音訊標註服務，包括廣東話及繁體中文內容。項目範圍、覆核流程、資料處理方式及服務安排會按個別需要商議。 我們亦為香港 NGO 提供免費實務 AI 工作流程工作坊，從表格、出席紀錄、資助報告及財務行政等日常工作入手。內容涵蓋減少使用不必要的資料、存取權限管理及人手覆核。工作坊內容及日期按個別機構需要安排；付費軟件及正式系統建置另議。 工作坊詳情：https://www.label-less.org/zh-hant/ngo-ai-workflow-training.html