Experiences That
Speak for Themselves
Accounts from organisations across Hong Kong who chose Meridium for their AI journey — shared in their own words.
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What Our Clients Share
"Our data team had been asking for better analytics for two years. Meridium came in, understood the real problem in a week, and delivered a dashboard that our management team now relies on every Monday morning. The anomaly alerts alone have changed how quickly we respond to issues."
"The conversational interface Meridium built has made a genuine difference to how quickly new staff become productive. It's not that the old system was bad — it was just hard to navigate until you'd been using it for months. Now people can just ask what they need. The follow-up support was also excellent."
"We brought Meridium in for the AI Ethics Workshop before starting our own AI development programme. The session was substantive — not a checkbox exercise. The case studies were tailored to financial services, the facilitator held the room well, and our team left with an actual framework we now reference in sprint planning."
"What I appreciated most was that Meridium told us early on that one of our original ideas wasn't worth pursuing — and explained why. That honesty saved us time and budget. The actual visualisation project they recommended instead was more valuable than what we'd asked for."
"The documentation Meridium handed over at the end of our project was some of the best I've received from any technology partner. Our internal dev team could pick up the codebase and extend it within a week. We've since added two integrations ourselves that weren't in scope."
"We ran the AI Ethics Workshop with our product and engineering leads as we were planning our first AI feature. It changed the conversation in our team in a way that no internal meeting had managed. The workbook is now part of how we brief new product work. Well worth the half-day."
Case Studies
A closer look at three engagements and the changes they produced.
A logistics company in Kwun Tong was spending 12 hours per week manually compiling operational reports from five different data systems. Leadership couldn't identify performance issues until they were already significant.
Meridium built an AI-enhanced dashboard that unified all five data sources, applied ML-based anomaly detection, and generated role-tailored views for operations staff and senior management. Delivered in six weeks.
Reporting time reduced by approximately 90%. Three operational issues identified in the first month that would previously have been discovered two to three weeks later. Leadership described the change as "significant".
A property management firm in Wan Chai was experiencing high onboarding time for new operations staff — typically 8 to 10 weeks before staff felt confident using the internal ticketing and inventory system.
Conversational AI interface layered over the existing system, allowing staff to query inventory, raise tickets, and generate summary reports via natural language. Integrated with existing SSO and role-based access. Delivered in eight weeks.
Onboarding time for new operations staff reduced from approximately 9 weeks to around 3.5 weeks. Support requests from staff dropped by roughly 60% in the three months following deployment.
A financial services technology team in Central was planning to deploy an AI-assisted credit scoring feature and wanted to ensure the team had a shared understanding of the ethical risks — before development began.
A half-day AI Ethics Workshop tailored to financial services and specifically the context of credit scoring. Covered algorithmic bias, proxy discrimination, transparency with customers, and regulatory considerations. All participants received a workbook.
The team identified two feature approaches that could introduce proxy bias — and removed them before development started. The ethical framework from the workbook is now referenced in all subsequent feature briefs for AI-related work.
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We're based at Hong Kong Science Park and work with organisations across the city and the region. Happy to meet in person or via video call.
17 Science Park East Avenue, Sha Tin, New Territories, Hong Kong
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