What organisations tell us
Real experiences from teams across Hong Kong who've implemented our solutions.
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Client feedback
"The quality control system has reduced our false rejects by 30% while catching genuine defects we were missing before. It feels like the system learns what our inspectors know."
Chen Liu, Quality Manager
Electronics Manufacturing, New Territories
Implemented: Manufacturing Quality system
"Our legal team spends less time on initial document review. The summarisation engine gives us a solid starting point, and we can focus on the subtleties that matter."
Sarah Kim, Legal Director
Corporate Law Firm, Central
Implemented: Text Summarisation Engine
"The readiness workshop gave us clarity. We could separate realistic AI opportunities from wishful thinking. That clarity shaped our 18-month roadmap."
Raymond Tong, Operations Director
Logistics Company, Kowloon
Implemented: AI Readiness Workshop
"The team didn't oversell. They were honest about limitations and timeline. The implementation was smooth because expectations were clear from the start."
Victoria Wong, IT Manager
Manufacturing, Tseung Kwan O
Implemented: Manufacturing Quality system
"Good implementation support. They trained our team properly and didn't disappear after go-live. We still reach out when we have questions."
Jonathan Ho, Operations Manager
Publishing & Media, Hong Kong Island
Implemented: Text Summarisation Engine
"They spoke our language — both figuratively and literally. Understanding our local context made the whole process more efficient."
Nina Gupta, Process Improvement
Manufacturing, Kwai Chung
Implemented: Manufacturing Quality system
Success stories
Electronics Manufacturer — Quality Control System
Challenge: A mid-sized electronics manufacturer in Tseung Kwan O was experiencing 5–7% false rejection rates on visual inspection, slowing throughput and frustrating production teams. Manual inspection inconsistency was the core issue.
Solution: Implemented a computer vision system trained on their specific product defects. Integrated the system into their existing QMS platform. Provided two weeks of hands-on training for their quality team.
Results:
Timeline: 8 weeks from kickoff to production deployment
Law Firm — Text Summarisation Engine
Challenge: A corporate law firm in Central was spending 12–15 hours per week on initial document review and summary generation for contract negotiations and due diligence. Junior associates handled most of this, limiting their development on higher-value work.
Solution: Implemented a summarisation engine tuned to legal document structure and firm-specific terminology. Integrated with their document management system for automatic processing of incoming contracts.
Results:
Timeline: 4 weeks from initial assessment to production use
Logistics Company — AI Readiness Programme
Challenge: A growing logistics operation in Kowloon wanted to explore AI but lacked strategic clarity. Leadership had heard various pitches but couldn't distinguish realistic opportunities from hype.
Solution: Delivered full-day workshop plus half-day follow-up session covering AI capabilities, data readiness assessment, organisational readiness, and strategic decision framework. Provided detailed workbook and self-assessment tools.
Results:
Timeline: 1.5 days of facilitated workshops plus ongoing strategy support
Recognition and trust
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