Client satisfaction

Client Experiences

What Our
Clients Say.

We'd rather you hear about our work from people who've experienced it than from us describing it.

Back to Home

60+

Clients Served

4.8

Average Rating

4+

Years in HK

91%

Would Recommend

Reviews

From the Organisations We've Worked With

"We brought Penumbra in to look at our seasonal pricing and left with something more valuable than a model — we had a much clearer picture of which of our assumptions had been wrong for years. The pricing tool has performed well, but the process itself was what justified the investment."

CL

Catherine Leung

Commercial Director — Retail, Mong Kok

January 2026

"The seminar they ran for our leadership team changed the conversation we were having internally. Before it, half the room was either dismissive or anxious about AI. Afterwards, we could actually discuss our specific situation. Alice was clear, patient with questions, and never talked down to anyone."

JW

James Wong

CEO — Professional Services, Central

December 2025

"Reconciling our partner reports with internal records used to take our finance team two weeks every quarter. After the Penumbra tool, it's a day. The number that surprised me most was the error rate on our manual process — higher than anyone had suspected. The dashboard makes that visible now."

MH

Michelle Ho

Finance Manager — Logistics, Kwai Chung

January 2026

"What I appreciated most was that Marcus told us early in the scoping process that one of the things we'd originally planned to do wasn't worth the cost. That kind of candour from a consultant is rare. It meant we could trust the rest of what they said."

RY

Raymond Yu

Operations Director — Hospitality, Tsim Sha Tsui

February 2026

"We used the seminar as a client event — an afternoon session for about thirty people across three of our major accounts. The feedback was positive across the board. It positioned us as a firm that's thinking seriously about these questions, without us having to claim expertise we don't yet have."

PC

Patricia Chan

Managing Partner — Financial Advisory, Admiralty

December 2025

"Sandra took the time to properly understand our data structure before proposing anything. We have records going back twelve years across four different systems, and the reconciliation tool handles all of it. The implementation was well documented and our internal team can maintain it themselves."

AT

Andrew Tang

IT Director — Healthcare Administration, Sha Tin

January 2026

In Depth

Case Studies

Case Study — Price Optimisation

Kowloon Retail Group: Moving from Annual to Dynamic Pricing

The Situation

A mid-sized retail group with twelve outlets across Kowloon was relying on annual pricing reviews and intuition-based adjustments during peak periods. They were aware that competitors were responding faster to demand changes but lacked the data infrastructure to do the same.

What We Built

A pricing model that incorporated point-of-sale data, inventory levels, and external signals including local event calendars and competitor monitoring. The system generated weekly pricing recommendations for their top 200 product lines, with supporting data visible to the pricing team.

The Outcome

After twelve months of use, the group reported improved margin performance on promoted lines and a measurable reduction in end-of-season overstock situations. The pricing team cited confidence in the recommendations as a key factor — they could interrogate and override the model when their contextual knowledge warranted it.

"The system didn't replace our judgment — it gave our judgment better raw material to work with."

— Head of Merchandising, Kowloon Retail Group

Case Study — Data Reconciliation

Regional Logistics Provider: Closing a Long-Standing Visibility Gap

The Situation

A logistics business operating across Hong Kong and the Pearl River Delta was spending approximately 180 person-hours per quarter reconciling shipment records across their TMS, partner systems, and client billing platforms. Discrepancy rates were unknown — they simply fixed what they noticed.

What We Built

A reconciliation tool that connected to their three primary data sources, applied entity resolution to handle naming inconsistencies and timing gaps, and surfaced exceptions with suggested resolutions. A dashboard displayed real-time reconciliation status and historical discrepancy patterns.

The Outcome

Quarterly reconciliation time dropped from 180 hours to approximately 22 hours. The team discovered a pattern of systematic discrepancies in one partner's reporting format that had been creating billing errors for over two years. With the audit trail in place, they were able to quantify and recover the difference.

"We thought we were managing the reconciliation problem. We weren't — we were just managing the parts of it we could see."

— Finance Controller, Regional Logistics

Case Study — AI Awareness Seminar

Professional Services Firm: Grounding a Leadership Conversation

The Situation

A firm of forty professionals in Admiralty had AI appearing frequently in partner discussions, client conversations, and staff concerns. Opinions ranged from anxious to sceptical to enthusiastic, and the leadership team wanted a shared baseline before making any strategic decisions.

What We Did

A two-hour session tailored to professional services — covering how current AI tools actually work, what they can and can't do in an advisory context, specific examples from comparable firms in Hong Kong and globally, and open Q&A structured around the firm's specific concerns.

The Outcome

The leadership team left with a shared vocabulary and enough common understanding to hold substantive internal discussions. Three months later, the firm commissioned a targeted scoping exercise to evaluate one specific AI application — something that wouldn't have happened without the grounding the seminar provided.

"Before the seminar, we were having fifteen different versions of the AI conversation. Afterwards, we were finally having one."

— Managing Partner, Professional Services Firm

Get in Touch

Ready to Talk?

Hours

Mon–Fri, 9:00–18:00 HKT

Add Your Own Chapter.

We're always happy to have an initial conversation — no commitment, no pressure, just an honest discussion about whether we might be useful to you.

Reach Out to Us