Why The 'Last Mile' Of AI In Finance Is An Infrastructure Problem, Not A Model Problem
Your AI model is fine. Your data infrastructure is killing you.
Why it matters
Financial services leaders are chasing model capabilities when the real bottleneck—data quality and pipeline infrastructure—determines whether AI deployments succeed or fail in production.
The key facts
9 to knowData infrastructure quality sets ceiling on AI system performance
Model architecture improvements cannot overcome infrastructure constraints
Financial services sector perspective on AI deployment barriers
Infrastructure-first approach to AI ROI in regulated industries
Article argues data infrastructure quality sets ceiling for AI system performance
Model architecture improvements cannot overcome poor data infrastructure
Framed as 'last mile' problem in financial AI deployment
Published by Forbes Tech Council (thought leadership/opinion format)
No specific financial data, benchmarks, or case studies cited in excerpt
Go to the source
Forbes Innovationforbes.com
Publisher excerpt: Your AI system's ceiling is set by your data infrastructure quality. No model architecture improvement can break through that ceiling.