Machine learning in finance – Andreas Burner, SmartStream – DigFin VOX

Andreas Burner, Chief Innovation Officer, SmartStream Technologies, speaks with DigFin about artificial intelligence’s deployment among financial institutions – in particular, machine learning, how ML has evolved, the challenges it continues to present, and the benefits that banks, asset managers, and other are deriving. The impression is one of important progress despite a myriad of smaller issues that financial institutions and tech vendors continue to grapple with.

Show notes:

  • The big problems AI can solve, ML’s evolution: 1.30
  • Data science roles, a software company’s approach to ML: 5.45
  • Explainability in AI: 8.00
  • Fintech versus FI approaches to infrastructure: 9.20
  • Cloud versus data science, hardware vs software: 11.40
  • FIs’ challenge with explainability: 13.40
  • Use cases: visualization, making sense of the data: 15.50
  • User experience: challenges with ML: 18.30
  • How ML is benefitting financial institutions: 19.30
  • Standardizing software: 22.30
  • Reconciliations and exceptions processing: 24.30
  • Convergence: AI and blockchain for FIs: 27.05
Cash & Treasury Management Unveiled – Navigating Risks, Rewards, and Responsibilities
How AI is unlocking the potential of data for banks
Bharat Malesha, SmartStream: Fighting fees
Fireside Chat with SmartStream’s Jethro MacDonald about AI and machine learning
In Conversation with Elena Savitskaya, Director of User Experience and Design at SmartStream
Haytham Kaddoura at Money20/20 about AI, changes and challenges in the Fintech business
Peter Dehaan at Money20/20 about Cash and Liquidity Management
Jethro MacDonalds at Money20/20 about SmartStream Air and AI