Case studies

Real work, real systems.

Projects our founder led inside retail and e-commerce companies before Heion. Company names and details are kept confidential.

These were done inside larger companies. We bring the same approach — right-sized — to Hong Kong SMEs who cannot hire a data team.

Retail

AI-assisted analytics and reporting for a retailer

Weekly reports turned daily, and deeper analysis opened up to business teams — without sensitive data leaving the company.

Proves · Applied AI + Data + Automation

Data modelling In-house AI model Scheduled reporting

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Retail

Live sales data from opening day

New shops opened with live sales visibility from day one — no waiting on manual reports.

Proves · Data engineering + BI

Data warehouse BI dashboards

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Retail and e-commerce

Finance reporting and marketing lists, automated

Two teams got their time back — the monthly numbers and the campaign lists now build themselves.

Proves · Process automation

BI dashboards System integration Scripting

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E-commerce

Influencer management moved out of spreadsheets

Recruiting, tracking and renewing influencers, managed from one CRM instead of a spreadsheet.

Proves · Process automation + CRM

CRM API integration

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E-commerce

Marketing attribution and automatic ROI

Broken tracking fixed, so each channel's real return showed up — and updated itself.

Proves · Data + Attribution + Automation

Tag management Web & app analytics Ad platform data

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Let's talk

Tell us where the time goes.

Describe the manual work, the messy data, or the AI idea you have in mind. We reply to every serious enquiry — usually within one business day, and faster on WhatsApp.

WhatsApp +852 5438 2350

Or email us directly at [email protected]