Data lives in too many places
Customer, order, finance and support data are split across old systems, spreadsheets and chat threads.
Hong Kong · Asia-Pacific · Business systems · Controlled AI
We help growing companies rebuild CRM, ERP, data and operations workflows into usable software with clear permissions, audit trails and practical automation.
01
Customer, order, finance and support data are split across old systems, spreadsheets and chat threads.
Approvals, tickets and exceptions exist somewhere, but nobody can quickly answer what is delayed and why.
Old CRM and ERP screens force teams into manual checks, duplicated input and vendor-only changes.
A generic chatbot can summarise documents, but cannot safely update records, request approval or leave an audit trail.
02
Start with one workflow that wastes time every week. We ship a focused first version, measure use, then extend from there.
Assess, refactor, cloud-deploy and integrate existing business systems without forcing a risky full replacement on day one.
Connect fragmented operational data into a unified customer and operations view for management decisions.
Introduce churn prediction, demand forecasting, smart reports, anomaly alerts and workflow suggestions around real business data.
Integrate e-commerce, marketing, customer service, finance and internal systems with monitoring and exception handling.
03
Teams ask normal questions and get answers tied back to real records, reports and source data.
Draft replies, update fields or create tasks only after role checks, confirmations and audit logging.
Usage data reveals repeated exceptions, manual workarounds and automations worth building next.
04
Orders piled up, catalogue queries slowed down, and the team could not tell where failures started. The delivery rebuilt the data layer, added hot cache and replaced manual log checks with proper monitoring.
05
06
Trace who starts the work, where data comes from and where it gets stuck.
Build a small but real version with actual data shape and roles.
Add auth, approvals, audit logs, monitoring and backups before launch.
Watch usage, fix friction and decide the next workflow with evidence.
07
A short email is enough: current systems, where time is lost, and what outcome would make the project worthwhile.
UNIT 1022A, BEVERLEY COMMERCIAL CENTRE, 87-105 CHATHAM ROAD SOUTH, TSIM SHA TSUI, HONG KONG
Business Registration No.75522619