Tag

specialty finance operations

2 insights

Dot grid chart comparing 17 percent of organizations with AI agents deployed today against 64 percent expecting to deploy within two years, from the 2026 Gartner CIO and Technology Executive Survey.

Agentic Projects Do Not Fail on Capability. They Fail on Scope.

More than 40% of agentic AI projects are forecast to be canceled by 2027, and escalating cost leads the causes. Why open scope, not capability, is what ends most agentic builds.
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Bar chart comparing linear back-office cost scaling versus agentic cost-to-process for a specialty lender doubling loan volume.

Specialty Finance Is About to Outgrow Its Own Back Office

83% of private-credit firms expect AUM growth in 12 to 18 months. Here is why staffing back office linearly turns that growth into a $216,000 labor line, and how to break the link. Word count: ~915. Now the company post.
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