Our Services
Three Precise AI Solutions for Hong Kong Organisations
Each solution addresses a specific operational challenge. Clear scope, defined process, and outcomes agreed upfront.
← Back to HomeOur Methodology
How We Approach Every Engagement
Before building anything, we take time to understand what you're actually trying to achieve — and whether the proposed AI approach is well-suited to get you there. This discovery phase is included in every engagement and forms the foundation for everything that follows.
Discovery & Scoping
We map your data, workflows, and desired outcomes. We agree on scope, success criteria, and timeline before any development begins.
Model Development & Calibration
We build, test, and calibrate the AI system against your data and context — adjusting until outputs are accurate and interpretable.
Integration & Deployment
We integrate the system into your existing tools with your team's involvement, ensuring your people understand how to use and review outputs.
Review & Audit
We schedule periodic reviews to ensure the system continues to perform well as your data and business conditions evolve.
Solution 01
AI for Inventory Optimization
We build inventory optimization models that balance holding costs, stockout risks, and demand variability. The system analyses your sales patterns, lead times, supplier reliability, and seasonal factors to recommend optimal stock levels for each SKU. It integrates with your inventory management and purchasing systems to provide automated reorder suggestions. Your team reviews and approves orders — the AI handles the analysis.
Particularly effective for businesses managing large product catalogues or dealing with variable demand patterns common in Hong Kong's dynamic retail environment.
- Analyses sales patterns, lead times, and seasonal demand factors
- Integrates with existing inventory and purchasing systems
- Automated reorder suggestions reviewed and approved by your team
- Calibrated for Hong Kong retail and Mainland supply dynamics
- SKU-level recommendations for large product catalogues
Text
Images
Video
Solution 02
AI-Assisted Content Moderation
For platforms, marketplaces, or communities that need to maintain content standards, we develop AI moderation systems that screen user-generated content for policy violations. The system handles text, images, and video, flagging content that may require human review. We calibrate sensitivity thresholds to balance safety with freedom of expression, and design the human review workflow for efficiency.
The system is trained on your specific policies and adapted for the cultural context of your user base. Regular audits ensure the system remains fair and effective over time.
- Handles text, image, and video content in a unified workflow
- Trained on your specific content policies — not generic templates
- Calibrated for Cantonese-English bilingual content environments
- Human review queue designed for efficiency and reduced fatigue
- Regular fairness audits to maintain accuracy and reduce bias
Solution 03
AI Readiness Diagnostic
A focused, one-week diagnostic that evaluates your organisation's preparedness for AI adoption. We review your data landscape, technical infrastructure, team skills, organisational culture, and governance practices. The output is a concise diagnostic report with a readiness score across multiple dimensions and specific, actionable recommendations for each.
The diagnostic is designed to be lightweight — requiring minimal disruption to your daily operations — while providing a clear and honest picture of where you stand and what it would take to progress.
- Reviews data quality, infrastructure, team skills, and governance
- Readiness score across multiple dimensions with clear benchmarks
- Actionable recommendations — not vague suggestions
- Minimal disruption — conducted over five working days
- Candid output — including honest assessment of limitations
Solution Comparison
Which Solution Is Right for You?
Use this overview to orient your thinking. We're also happy to talk through your specific situation.
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Inventory Optimization
HK$10,600
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Content Moderation
HK$8,900
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Readiness Diagnostic
HK$3,700 · Start here
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|---|---|---|---|
| Engagement Duration | 4–10 weeks | 6–12 weeks | 1 week |
| Best for | Retailers, distributors with large SKU counts | Platforms, marketplaces with UGC | Any organisation considering AI |
| Systems Integration | |||
| Diagnostic Report | |||
| Periodic Model Review |
Not sure which to start with? The AI Readiness Diagnostic is a sensible first step for most organisations — it'll tell you which of the other services would be a worthwhile next move.
Ready to Take the Next Step?
Send us a message and we'll respond within one business day. We'll start with a conversation — no commitment required.