agentic workflow systems

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.

83% of operations leaders say AI agents will break functional silos. Only 27% have embedded a strategy. In lending, the cost leak lives in the handoffs no department owns, and no cost review will find it.

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.

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.