AI Application Development & Integration in Hong Kong
Start with one task and a small set of representative data. We assess whether AI is useful, connect the right model to your workflow, and agree how to check answers, control access and track running costs.
What’s included
- Workflow and data assessment, including non-AI alternatives
- A scoped prototype with agreed evaluation examples
- Document retrieval or voice interaction where appropriate
- Integration with accounts, permissions and existing systems
- Human review, failure handling and per-request cost visibility
- Handover of configuration, evaluation notes and operating guidance
Scope, costs & handover
Your proposal lists the pages or workflows, content you need to supply, review milestones and acceptance checks. Additional features are quoted before work starts.
Domain renewals, hosting, payment processing, AI API usage and other third-party fees are itemised where applicable. Ongoing maintenance is separate from new feature development. Code, accounts and operating notes are included in the agreed handover.
Common questions
Do we need an AI agent?
Not always. A form, search function or rule-based workflow can be simpler and more predictable. We compare these options before proposing AI.
Can AI answers be guaranteed correct?
No. We agree evaluation examples, source display where applicable, and a human review path. Consequential decisions should not rely on an unchecked AI response.
What will it cost to run?
Model API usage, storage and hosting are separate from development. We estimate them against the proposed workload and set budgets or limits where supported. Actual charges depend on the provider and usage.
Can staff see all uploaded documents?
Access should follow your organisation's roles. We agree which sources and providers may process the data, who can retrieve each document and how long it should be kept before implementation.
Related work
Tutoring & learning platform
Learning management system · 2026A full LMS for 1:1 tutoring — assignments, quizzes, bookings, messaging, billing and an AI document assistant — now used every day by the consultancy's tutors and students.
View case study →AI mock-interview & assessment platform
Membership platform with AI · 2026Students practise admissions interviews with an AI interviewer that listens, asks follow-ups and speaks back, then sit timed ability tests with instant scoring and a printable report.
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Eventfull — event planning
iOS app + platform · 2026A published iPhone app that brings event creation, RSVPs, date and venue voting, budgets and event chat into one place for Hong Kong and Singapore users.
View case study →Websites & landing pages ↗
Bilingual company websites with clear services, technical SEO and a direct path to enquiry.
02Web platforms & systems ↗
Portals, LMS, booking, membership and admin systems that replace spreadsheets.
03Mobile apps & mini programs ↗
iOS and Android apps from one codebase, plus WeChat mini programs.
043D, kiosks & interactive ↗
WebGL product stories, self-service kiosks and software that drives hardware.
Tell us what you’re building.
A few lines is enough. We reply within one working day — usually sooner.