CXO Research

Insights

Agentic AI analysis, operational strategy, and implementation intelligence for financial services firms and growth-stage businesses.

Insights

Adoption Is Not Transformation. Most Professional Services Firms Bought the First and Skipped the Second.

Adoption Is Not Transformation. Most Professional Services Firms Bought the First and Skipped the Second.

Three-quarters of small professional services firms use AI. A third saw revenue move. The gap is not the tools, it is the unrebuilt operation the tools run inside.

AI & AutomationProfessional Services Ops
Human in the Loop Was Never the Real Question. Where the Human Stands Is.

Human in the Loop Was Never the Real Question. Where the Human Stands Is.

Keeping a human in the loop by reviewing every file rebuilds the bottleneck agents remove. The 2026 operating question for lenders is where judgment should sit, not whether a person is involved.

AI & AutomationAlternative Lending
Everyone in Finance Adopted AI. Almost No One Rebuilt the Operation.

Everyone in Finance Adopted AI. Almost No One Rebuilt the Operation.

Process automation runs at 79% of financial firms, but only 14% call AI transformational. For alternative lenders, the gap between adopting tools and rebuilding the operation is the next competitive edge.

AI & AutomationAlternative Lending
Your Servicing Platform Will Ship You Agents This Year. That Is Not the Same as an Automated Operation.

Your Servicing Platform Will Ship You Agents This Year. That Is Not the Same as an Automated Operation.

By 2026, 40% of enterprise apps ship with AI agents built in. For alternative lenders, presence is not production: embedded agents optimize one system while the cross-system process stays manual.

AI & AutomationAlternative Lending
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