The First Agent Never Belongs at the Front Door
The largest US banks put AI agents in client vetting and transaction accounting, not the storefront. Three tests decide where a lender's first agent actually earns its keep.
View Insight Category
AI & Automation
34 insights · page 3 of 5
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.
View Insight 
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.
View Insight 
The Renewal Book Is the Cheapest Origination Channel in Alternative Lending. Almost Nobody Works It.
Paid-off borrowers convert at multiples of a cold lead and cost nothing to acquire. Most alternative lenders never work them. The constraint is capacity, not strategy, and it is fixable.
View Insight 
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.
View Insight 
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.
View Insight 
A Reporting Rule Lands June 30. Most Lenders Have Not Checked Whether It Touches Them.
The revised CFPB Section 1071 rule takes effect June 30, raising the coverage threshold tenfold. Most lenders cannot pull the origination data that decides whether it applies to them.
View Insight 
Automating Tasks Is Not Automating a Function. Most Lenders Have Confused the Two.
Most lenders have automated tasks, not functions. The 2026 data shows why that gap keeps the cost in place, and what automating a full function actually requires.
View Insight Keep reading
More from CXO Insights
Selected writing from the practice.
The First Agent Never Belongs at the Front Door
The largest US banks put AI agents in client vetting and transaction accounting, not the storefront. Three tests decide where a lender's first agent actually earns its keep.
View insight →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.
View insight →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.
View insight →Start with the process that costs you most.
A conversation first. A structured assessment when it earns one. Or see what a discovery finds before you book anything.
Book a discovery call → See what a discovery finds