AI WORKFLOW AUTOMATION
AI Workflow Automation Consultancy
Turn scattered requests, WhatsApp follow-ups, email approvals and manual SOPs into AI-assisted workflows your team can monitor and operate.
From messy inputs to structured decisions
Practical AI, built around your workflow
A practical operating flow, not just a brochure page.
/01Capture request
/02Structure data
/03AI assists review
/04Route approval
/05Dashboard & audit
What we can help with
Tap a use case to see how it works.
AI does not fix messy workflows by magic
- Important data is scattered across spreadsheets, inboxes and chat groups
- Approvals depend on who remembers to follow up
- Reporting is manual and late
- Staff know the SOP, but the system does not
Relevant work style
Best for teams that already have repeated operational workflows and want AI support without losing human control.
SELECTED WORK
Workflows we’ve already shipped
Real systems where messy, manual processes became structured, AI-assisted workflows.

RECEIPT AI · REWARDS
D2 Place — receipt scanning & point redemption
Shoppers snap a receipt; AI reads merchant, amount and date, then awards and redeems points — zero manual data entry.

DATA · DASHBOARDS
JCCSP — Metabase data analysis
Scattered program records unified into self-serve Metabase dashboards, so the team analyses and reports without waiting on engineers.

CONVERSATIONAL AI
Cantonese live-chat assistant
A chat assistant that understands Cantonese and English, answers common enquiries instantly and hands off to a human when it matters.
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