Cases
Eight cases, from credit risk to enterprise AI: problem, role, approach, impact and lessons.
- Banking · 2014-2015Itaú Unibanco: A major Brazilian financial institutionImprove credit decision quality across the lifecycle while keeping risk and delinquency under control.Read more →
- Banking · 2015-2017Banco BV: A Brazilian retail and wholesale bankKeep regulatory-capital calculations and risk models auditable and reproducible under supervisory scrutiny.Read more →
- Payments · 2017Mercado Libre / Mercado Pago: Leading Latin American commerce and digital-payments ecosystemControl fraud and chargeback exposure without creating excessive false declines or constraining legitimate payment growth.Read more →
- Banking · 2018Banco ABC Brasil: A wholesale-focused Brazilian bankExpand corporate credit while controlling default, sector and economic-group concentration, and portfolio deterioration.Read more →
- Retail · 2020–2021Grupo Casas Bahia: A major Brazilian retail group with a proprietary consumer-credit operationScale consumer-credit origination across physical and digital channels while maintaining consistent risk policies, approval speed, and portfolio quality.Read more →
- Retail · 2021–2023Grupo Boticário: A leading Latin American beauty and consumer-goods groupScale AI and machine learning from isolated solutions into a governed enterprise capability serving multiple brands, channels, and business functions.Read more →
- Consulting · 2023–2025Capgemini: A global technology and consulting organizationMove clients from generative AI experiments to governed adoption.Read more →
- Manufacturing · 2026Global industrial and life-sciences organizationsConnect AI strategy to value-chain use cases in maintenance, supply, quality, and regulated productivity.Read more →
Employers are named and consulting clients stay anonymized. Company-level figures such as portfolio size, GMV or delinquency show the context of the period in which the work took place.