Return on AI: Daily — July 9, 2026

Today's posts cover two distinct parts of the AI business picture. The first looks at AI-driven financial advisory firms, which are signing clients faster than legacy competitors. The second covers a supply chain problem slowing AI infrastructure buildout: transformer shortages are pushing data center completion timelines out by years.


AI Financial Advisers Outpace Legacy Firms On Client Acquisition Speed
Transformer Shortages Extend Data Center Builds By Years For AI Growth

The Standout Today

AI-powered financial advisory firms are acquiring clients at a pace that legacy institutions cannot match, exposing a structural competitive gap that will compound over time. For CFOs weighing digital investment priorities, this is the clearest current evidence that AI deployment in client-facing functions produces measurable market share gains, not just operational efficiency. The firms moving now are building lead times that slow movers will find nearly impossible to close.


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