Patrick Bangert joins Alpesh Doshi to talk about what it actually takes to move AI from experiments into production at enterprise scale. They dig into why most models never make it past the pilot stage, the gap between data science and operations, and how large organisations build the discipline — teams, monitoring, and process — […]
Liz Oakes of Mastercard joins Alpesh Doshi to unpack the reality of payments innovation: why the front-end customer experience is the easy part, and the back end — accounting, settlement, risk, rules, regulation, sanctions, AML, KYC — is where the real complexity lives. They discuss why ~10-year change cycles are normal in payments, where fintechs
Roberto Maranca, Head of Data Governance at Schneider Electric, joins Alpesh Doshi to talk about running data governance at industrial scale, and how treating data as a product becomes a genuine competitive lever. They cover what to centralise (standards, taxonomy, lineage) versus what to federate to domain teams, how governance maturity unlocks new revenue, and
In this session, Alpesh Doshi sits down with Duncan Cooper (ex-CDO at Northern Trust) on why data maturity separates the winners, and how to keep humans in control. What we cover: About the guest: Duncan Cooper is the former Chief Data Officer of Northern Trust, with deep experience leading data strategy inside regulated financial institutions.
Cutting Through Data Complexity: Where Humans Stay in Control Read More »
