05 · Solutions
AI Commerce & Growth
From traffic to transaction, every step measurable.
Key answer
Commerce and O2O integration, content and product-data automation, AI search and recommendation, plus disciplined growth experimentation.
Growth is not more ad accounts. We fix product data and the conversion path first, then use AI to accelerate content and personalization, then run experiments on a fixed cadence.
Outcomes
- Standardized product data, consistent across platforms
- More relevant on-site search and recommendations
- Shorter content production cycles
- Growth experiments with recorded results
What we deliver
- Commerce platform and integration review
- AI search and recommendation setup
- Content and product-data workflows
- Measurement framework and dashboards
Who it is for
- Retail and D2C brands
- Wholesale moving online
- Cross-border sellers
Typical timeline
8–16 weeks
How it works: the five S.M.A.R.K. stages
- S
Scan
Assess data, processes, systems and risk to establish an objective baseline.
Current-state report and readiness scoring
- M
Map
Prioritize use cases and tie each one to a measurable operating outcome.
Prioritized transformation roadmap
- A
Activate
Validate with a contained pilot, then implement once it holds up.
A validated working solution
- R
Reconnect
Integrate CRM, ERP, commerce and internal workflows so AI lands in daily operations.
Integrated operating processes
- K
Keep improving
Track adoption and outcomes, establish a governance cadence, and scale the capability.
A continuous improvement mechanism and quarterly review
Evidence
Related delivery records
These are historical system implementation records. They are systems integration work, not AI deployments or proven AI outcomes.
CityLink
POS, warehouse, logistics and membership app integration
A cross-channel system project launched on 1 June 2018, spanning POS, warehouse, logistics, membership, in-app purchase, WhatsApp order confirmation and coupon functions.
Learn more
CityU VMC / Vet Boutique
POS, warehouse, logistics and e-commerce
A recorded retail and e-commerce systems integration for CityU VMC / Vet Boutique, spanning POS, warehouse and logistics.
Learn more
Diving Adventure
Retail POS, e-commerce and warehouse
A retail systems reference recorded in the company portfolio, covering POS, e-commerce and warehouse operations.
Learn moreFrequently asked questions
Related insights
Latest insights
Why Customers Do Not Buy: Use AI to Connect CRM, Enquiries and Sales
A company’s most valuable customer evidence may not be its completed orders, but the conversations that nearly became business and then stopped.
Learn moreThe BUD Fund and AI upgrading: scope, ceilings and common misreadings
How the BUD Fund treats upgrading and market development projects with AI elements, and why buying AI software does not automatically qualify.
Learn moreRelated solutions
Six ways we deliver
AI Transformation Strategy & Readiness
See the current state clearly before committing budget.
Learn more
AI Office and Workflow Automation in Hong Kong
Bring repetitive tasks, decision criteria and review responsibilities into one traceable workflow.
Learn more
AI-enabled CRM & Customer Experience
One customer record that both front line and marketing can trust.
Learn moreStart with an AI readiness session
Sixty minutes to review your systems, your most time-consuming processes and your goals — followed by initial observations and a suggested scope.