Banking doesn't need more AI pilots, it needs the confidence to scale them

Press
Written By Ben Saunders

Ben Saunders contributed a thought leadership piece to Financial IT on the gap between AI experimentation and production deployment in banking and financial services.

The article covers:

  • Why many institutions become "pilot factories" where proof-of-concepts multiply but few reach embedded, operational capability

  • Organisational blockers beyond regulation: unclear business cases, limited technical understanding, leadership misalignment, and low trust among teams approving change

  • Building conditions for responsible scaling: clear value cases, observability, auditability, and human oversight before production

  • Repeatable experimentation frameworks that compare outcomes and identify which initiatives are ready to scale

Read the full article on Financial IT →
Ben Saunders
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