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Cyberport, Hong Kong

Research-led software, AI systems and agents

Global Digital Mojo is a cross-disciplinary engineering team. We start where the problem actually is — with the people doing the work — and carry it through to a system running in production.

  • Built with you, handed over to you
  • Deployed where your data must live
  • Education, public sector and commercial
gdm · scopingscoping

What the client said

“We get about 400 enquiry emails a week.

Three people answer them by hand.

Most are the same eight questions, but

the rest need someone who knows the

policy. We tried a chatbot in 2021 and

took it down after a month.”

Proposed plan

  1. 1UnderstandSit with the three, classify a real week of email
  2. 2PrototypeDraft-reply agent on the eight known questions
  3. 3BuildRouting + retrieval over policy, human approves
  4. 4Hand overRunbook, training, thresholds your team owns

What we build with

  • LLM agents
  • RAG pipelines
  • TypeScript
  • Python
  • React & Next.js
  • PostgreSQL
  • iOS & Android
  • Vector search
  • Docker
  • Data pipelines

Services

From the research question to the running system

Six things we do. Most engagements use three or four of them, in that order.

  • AI systems & agents

    Retrieval, reasoning and tool-using agents wired into the workflow you already run — not a chatbot bolted onto a website. Scoped so you can tell what it is doing and why.

  • Software & platform development

    Web platforms, mobile apps and internal tools, built to be handed over: documented, tested, and yours to run without us.

  • Data science & analytics

    Turn the data you already collect into models, forecasts and dashboards that people actually open — and that hold up when someone asks how the number was produced.

  • Research & solution design

    Our roots are academic. We scope the real problem — with users, in context — before a line of code is written. It is the cheapest stage at which to be wrong.

  • Integration & deployment

    Connect to the systems you run today, deploy where your data is required to live, and keep it running afterwards.

  • Training & enablement

    Workshops and hands-on sessions so your team can operate, extend and trust what we built — including the parts that use AI.

Approach

Four stages, and you see working software in every one

No six-month discovery phase that ends in a slide deck. Each stage produces something you can use or reject.

  1. 01

    Understand

    We sit with the people doing the work and watch the current process. Half of what a brief asks for turns out not to be the problem — better to learn that in week one than in month six.

  2. 02

    Prototype

    A narrow, working version in front of real users, fast. It settles arguments that no specification can, and it tells us which parts are genuinely hard.

  3. 03

    Build

    The real system: tested, documented, instrumented. Built on tools you can hire for, deployed where your governance requires.

  4. 04

    Hand over

    Training, documentation and the keys. You should be able to run, change and extend it without us. We stay on if you want us, not because you are stuck.

Scoping assistant

Describe your problem. Get a first cut of the approach.

This is a live AI assistant, built the way we build them for clients. Tell it what you are trying to solve and it will sketch an approach, a stack, a phase plan and the risks it would worry about.

ready

Not sure where to start? Try one of these:

A live model generates these replies. They are a starting point for a conversation, not a quotation. Please do not paste confidential material.

Work

The kind of problem we take on

One project, described properly, says more than a wall of logos.

Education · Special needs

From supervised practice to shopping alone

An independent-living training system that took special-education students from supervised practice to buying what they need at convenience stores and supermarkets on their own.

Read the case study
  • Designed alongside teachers and therapists, not for them
  • Rehearsable in small steps, as many times as each student needs
  • Tested in real convenience stores and supermarkets
  • Handed over to the school to run and extend

Sectors we work in

  • Education & special needs
  • Public sector & NGOs
  • Commercial & SME
  • Research institutions

About

A team that started in a research lab

Global Digital Mojo began as a group of postgraduates from computer science, psychology, marketing and design. That mix was deliberate, and we have kept it.

Most systems that fail do not fail on the code. They fail because nobody watched how the work is really done, or because the people expected to use the thing were never asked. Having psychologists and designers in the room from day one is not decoration — it is why our projects land.

We are based in Cyberport, Hong Kong, and we work with schools, public bodies and businesses across the region.

  • Computer science

    Systems, data and AI engineering

  • Psychology

    How people actually behave, not how briefs assume they do

  • Marketing

    Adoption, positioning and communication

  • Design

    Interfaces people can use under pressure

Contact

Tell us what you are trying to solve

A first conversation costs nothing and usually clarifies the problem, whether or not you work with us.

You are welcome to visit

We put clients first. Drop in during business hours — we would be glad to see you.

Global Digital Mojo

Level 6, Cyberport 2

100 Cyberport Road

Hong Kong

Fax
(852) 2388 8897

Business hours

Monday to Friday, 09:00 – 17:00

We reply within one business day.