Bridgewell 宇匯知識科技
“Can a Taiwan-native AI ad-tech firm survive the cookieless era by owning identity resolution across LiveRamp, UID 2.0, and its own AI identity graph?”
Founded1997
HQTaipei, Taiwan
FoundersPei Lin Chou (周培林)
IndustryAdTech / Digital Advertising
The story
Founded 1997 as a machine-learning software company doing automatic classification for enterprise data (won a Lexis Nexis competition in 2002). Struggled to monetize the pure-tech product and pivoted in 2006 into digital advertising, applying its ML capabilities to programmatic ad targeting via the Scupio ad network. Endured 16 years of losses before reaching profitability around 2014. Today Bridgewell is a Taiwan-focused AI ad-tech company (DSP, SSP, DMP, retail media network) — not an embedded finance company.
Last 12 months
Product timeline
1997
Founded as a software company focused on machine learning and data extraction technology· founding
2002
Won global automatic classification technology competition via Lexis Nexis / Reed Elsevier· product
2006
Pivoted machine learning tech to digital advertising; launched Scupio personalization service· pivot
2014
Won Google 'Best Programmatic Platform' award in Greater China region· product
2017
Became first Taiwan-based Facebook Marketing Partner (Ad Technology)· product
2021
Launched AI Identity Graph integrating LiveRamp and Unified ID 2.0 to prepare for cookieless world· product
2025
Named Carrefour Best Innovation Partner 2025· product
The stack
0 layers disclosed in Bridgewell 宇匯知識科技’s embedded-finance stack
Accounting gap: none