Featurespace

Featurespace was spun out of the University of Cambridge in 2008 by Dave Excell (an Australian National University engineering alumnus) and Professor Bill Fitzgerald. It builds enterprise AI for fraud detection using Adaptive Behavioural Analytics — self-learning AI that models individual behaviour and detects anomalies in real time. In May 2023, HSBC acquired Featurespace.

Pre-2021 – Relationship Building: Excell's ANU alumni network — strong in Canberra's government and payments circles — created authentic connections to eftpos, Australia's sovereign domestic debit payment scheme.

August–November 2021 – eftpos Live: Featurespace was selected to power AI-driven predictive fraud scoring across eftpos's national online payment network as part of eftpos's AUD $100 million digital upgrade, available to all Australian financial institutions including the big four banks.

2022–2024 – VGW and APAC GM: Featurespace added VGW — the Perth-headquartered social gaming company — as a major ANZ client. In 2024, Phillip Finnegan was appointed APAC General Manager, based in Sydney.

• Your founder's network opens market-defining doors — Map every personal ANZ connection your founding team has before engaging formally (ANU alumni network led to eftpos relationship)
• Land the infrastructure, not the individual player — Look for the platform or intermediary that reaches your entire target market (eftpos gives access to ALL Australian banks, not just one)
• Formalise regional leadership at the right time — Once you have two or more significant ANZ clients, hire a dedicated APAC leader (APAC GM appointed after two significant ANZ clients)

• ANZ Anchor Client: eftpos — Australia's sovereign debit payment scheme
• Partnership Scope: AI fraud scoring available to all Australian financial institutions
• Investment Context: Part of eftpos's AUD $100 million digital upgrade
• Founder Connection: Dave Excell — ANU engineering and IT alumni
• Corporate Outcome: Acquired by HSBC (2023)

For UK operators considering ANZ entry, Featurespace's playbook offers a clear template. The lessons below are drawn from Featurespace's entry decisions, partner choices, and milestones in Australia & New Zealand.

• Your founder's network opens market-defining doors — Map every personal ANZ connection your founding team has before engaging formally (ANU alumni network led to eftpos relationship)
• Land the infrastructure, not the individual player — Look for the platform or intermediary that reaches your entire target market (eftpos gives access to ALL Australian banks, not just one)
• Formalise regional leadership at the right time — Once you have two or more significant ANZ clients, hire a dedicated APAC leader (APAC GM appointed after two significant ANZ clients)