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STAR BRIDGECase Studies
CASE STUDIES · ANONYMISED

Three Hong Kong businesses · before and after STAR BRIDGE

Client names and details are anonymised — but the systems, timelines and price ranges are real. We can share named references once an NDA is in place.

01 / 03 · 02 / 03 · 03 / 03
Case · 01 / 03

HK consumer-electronics trading firm

TRADING & WHOLESALE · 60 STAFF
TIMELINE
8 weeks
INVESTMENT
HKD $180K–$240K
BEFORE

Sales reps spent ~25 minutes preparing each customer call by pulling history from SAP B1, an Access pricing database, and Outlook.

WHAT WE BUILT

STAR BRIDGE (read-only) connecting their SAP B1, the Access database and Microsoft 365 to Microsoft Copilot.

AFTER

Average call-prep time dropped to under 4 minutes. Sales team queries Copilot in Cantonese before every call.

★STAR BRIDGE · Before · After
8 weeks
Call-prep time per rep
25 min<4 min
Before
CRM
Excel
Outlook
Access
Manual relay

Reps relayed between SAP B1, Access pricing and Outlook before every customer call.

After
STAR BRIDGE
One question · one answer

Sales team now queries Copilot in Cantonese before every call — answer in seconds.

LIVE
Case · 02 / 03

HK multi-outlet F&B group

F&B GROUP · 8 OUTLETS
TIMELINE
6 weeks
INVESTMENT
HKD $150K–$200K
BEFORE

Weekly performance report took 12 hours of manual export-and-pivot across POS, reservations and supplier system.

WHAT WE BUILT

STAR BRIDGE (read-only) to their Eats365 POS, internal reservation system and Xero, accessible via Claude.

AFTER

Weekly report drafted by AI in 8 minutes; managers ask follow-up questions in plain English; weekly ops meeting cut from 90 to 30 minutes.

★STAR BRIDGE · Before · After
6 weeks
Weekly report cycle
12 hrs8 min
Before
CRM
Excel
Outlook
Access
Manual relay

Manual export-and-pivot across POS, reservations and supplier system every week.

After
STAR BRIDGE
One question · one answer

Claude drafts the weekly report in 8 minutes; managers ask follow-ups in plain English.

LIVE
Case · 03 / 03

Mid-size HK accounting firm

ACCOUNTING · MID-SIZE
TIMELINE
10 weeks
INVESTMENT
HKD $250K–$350K
BEFORE

Junior associates spent ~6 hours/week per partner doing client status lookups across DMS, Xero and SharePoint.

WHAT WE BUILT

STAR BRIDGE (read-only) connecting their practice management system, Xero, and SharePoint to a locally hosted Claude instance — all data remained in HK.

AFTER

PDPO-compliant, all queries logged, partners save ~5 hours/week each, junior billable utilisation up 12%.

★STAR BRIDGE · Before · After
10 weeks
Partner hours saved / week
6 hrs lost5 hrs saved
Before
CRM
Excel
Outlook
Access
Manual relay

Juniors burned billable hours looking up client status across DMS, Xero and SharePoint.

After
STAR BRIDGE
One question · one answer

Locally-hosted Claude reads PDPO-compliant data; juniors' billable utilisation up 12%.

LIVE

Want a named reference?

We can share named references and arrange a direct call with an existing client once an NDA is in place.

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