Our Services
Three Ways
to Begin.
Each of our services is self-contained and can be engaged independently. Many clients start with the seminar and proceed from there — at whatever pace makes sense.
Back to HomeMethodology
How We Work Before We Build
Listening
We start by understanding your situation — not with a generic discovery template, but through open conversation about what you're trying to do and why.
Assessing
We evaluate whether AI is genuinely the right tool, what your data situation allows, and what a realistic outcome looks like.
Proposing
We produce a written scope with a clear price before anything proceeds. No surprises, no scope creep hidden in ambiguous language.
Delivering
We build and hand over, with documentation, a post-delivery review, and a support window for questions that arise in the first weeks of use.
Solution 01
AI-Powered Price Optimisation
We develop pricing models that analyse market conditions, competitor behaviour, demand patterns, and customer segments to suggest optimal pricing strategies. The models consider elasticity, seasonality, inventory levels, and margin targets.
Rather than fully automating pricing decisions, we design the system to present recommendations with supporting data, allowing your pricing team to make informed final calls. This approach is suitable for retail, hospitality, SaaS, and logistics businesses where pricing dynamics are complex and impactful.
Key Benefits
- Pricing recommendations grounded in live market and demand data
- Adjustable weights for seasonality, inventory levels, and margin targets
- Transparent recommendation logic — your team sees why each price is suggested
- Human override at every decision point — no automated execution without approval
- Ongoing recalibration as new data accumulates
Process Steps
Data audit: review your existing pricing data, sales history, and available competitor signals
Model design: select and configure the appropriate modelling approach for your product and market
Pilot run: generate recommendations for a defined subset, review with your pricing team
Refinement and handover: adjust based on feedback, document, and transfer with support period
Starting From
HK$12,700
Solution 02
Automated Data Reconciliation
For organisations that regularly reconcile data across multiple systems — financial records, inventory counts, customer databases, partner reports — we build AI-assisted reconciliation tools that match records intelligently, flag discrepancies, and suggest resolutions.
The system handles fuzzy matching, format variations, and timing differences that make manual reconciliation tedious and error-prone. Your team reviews exceptions rather than checking every record. We integrate with your existing data sources and provide a reconciliation dashboard with audit trails.
Key Benefits
- Intelligent matching across records with format inconsistencies and timing gaps
- Exception-first workflow — your team's attention goes only where it's genuinely needed
- Full audit trail for every match, flag, and resolution decision
- Integration with existing accounting, ERP, and inventory systems
- Dashboard view of reconciliation status, backlogs, and historical accuracy
Process Steps
Systems mapping: document all data sources, formats, fields, and current reconciliation workflow
Matching logic design: configure entity resolution and discrepancy classification for your specific records
Integration and testing: connect to your live data sources, run against historical data to validate accuracy
Handover: documentation, training for your team, and post-deployment support window
Starting From
HK$8,400
Solution 03
AI Awareness Seminar
A two-hour seminar designed for non-technical audiences who want to understand what AI is, how it works in plain terms, and what it means for their industry. We cover real-world examples, address common misconceptions, and create space for questions and discussion.
The seminar is suitable for all-hands meetings, board presentations, client events, or community groups. We tailor the content to your audience and industry. There is no sales agenda — just accessible, honest information that helps people form their own informed views about AI.
Key Benefits
- Content tailored to your audience's level of familiarity and your industry's context
- Covers the actual mechanics of AI — not just the marketing narratives around it
- Space for open Q&A without a predetermined agenda to steer the conversation
- Addresses the misconceptions most commonly encountered in your sector
- Can be delivered in-person at your premises or virtually
Process Steps
Briefing call: understand your audience, industry, and the questions they're likely bringing
Content tailoring: adapt the seminar materials to your context and priority themes
Delivery: two-hour session with presentation, real examples, and open discussion
Follow-up: written summary of key points and answers to questions raised during the session
Fixed Price
HK$2,500
Which Is Right for You?
Service Comparison
Most organisations start with either the seminar (to build a grounded shared understanding) or a direct consultation on a specific use case.
| Feature | Price Optimisation | Data Reconciliation | AI Seminar |
|---|---|---|---|
| Requires existing data infrastructure | No | ||
| Technical staff involvement needed | Helpful | Helpful | Not required |
| Typical timeline | 8–14 weeks | 6–10 weeks | 2 weeks |
| Ongoing output after delivery | Written summary | ||
| Suitable as first engagement | After scoping | After scoping | |
| Starting price (HKD) | 12,700 | 8,400 | 2,500 |
Across All Solutions
What Stays Constant
Data Security
All client data is processed under confidentiality agreement with defined retention and deletion schedules.
Written Scope
Every engagement begins with a written scope and price. No work starts without your explicit sign-off.
Senior Delivery
The same experienced consultants who scope the work are the ones who deliver it. No bait and switch.
Post-Delivery Support
A defined support window after delivery for questions that arise when the output is used in practice.
Not Sure Which Service Fits?
Tell us a little about what you're working on and we'll help you identify the most sensible starting point — or whether any of our services are actually the right fit.
Have a Conversation