Impact

What we have delivered

The following case studies are drawn from projects completed by Nick 穩哥 (Nick, AI implementation specialists). To protect our clients’ commercial information, they do not disclose client names or solution details; each presents the original problems, the work carried out and the results achieved.

Abstract ring formed from dark gray, green glass, and silver arcs

End-to-End Reinvention (Strategy · Brand · AI Implementation)

Food import, wholesale and chain retail | Hong Kong | Strategy · Brand · AI Implementation

AI-Native Reinvention of a Forty-Year-Old Wholesaler: From Traditional Wholesale to Integrated Wholesale and Retail

A food importer and wholesaler with more than forty years in business, which had never used AI, went through four stages (Initial Diagnostic, Full Diagnostic & Proposal, Implementation and Operations & Maintenance) to rebuild its business operating system on AI-native lines. It fully digitized its data and extended from wholesale into chain retail under its own brand, integrating wholesale and retail in a single business.

AI Content Operations

In preparation

AI Process Operations

Legal services | AI Implementation

Deploying AI for Practicing Lawyers: Local De-identification and Case Work with Large Language Models

We have deployed AI individually for dozens of practicing lawyers in multiple countries and regions. Highly sensitive case materials are de-identified on the lawyer’s own computer before being processed by a cloud-based large language model. Document work such as organizing evidence, responding to contract redlines and compiling case chronologies is drafted by the system, leaving lawyers to focus on legal judgment.

Executive AI

In preparation