CXO Research

Insights

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

A labelled diagram of four stages in a borrower's path, marking the offer as the point where the total cost could be disclosed, against 60 percent of online lender borrowers reporting costs higher than expected and 32 percent at large banks.

Sixty Percent of Your Borrowers Were Surprised by the Cost. At Banks It Is Thirty-Two.

The same borrowers, the same market, a 28 point gap in whether the cost landed as expected. That difference is produced by process, which means it can be closed without touching price.
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A falling curve showing how a merchant's margin coverage of their daily holdback collapses as advances stack, passing below the break-even threshold at the second advance.

Every Lender in a Stacked Position Underwrote It Correctly

One advance takes 10 to 20 percent of daily receipts. Two or more take 30 to 40. Each funder assessed the file in front of it, and the position that kills the merchant exists only across files.
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Two grids of 100 squares comparing the average lawyer's utilization rate of 37 percent against the 70 percent minimum the profession's own guidance sets for an effective firm.

The Average Lawyer Bills 2.9 Hours of an Eight-Hour Day

Utilization across law firms averages 37 percent against a 70 percent benchmark for an effective firm. It climbs with headcount, which tells you exactly what the constraint is.
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Three bullet bars showing builder confidence components against the neutral reading of 50: current sales conditions at 39, sales expectations at 43, and prospective buyer traffic at 23.

Housing Starts Fell 12.4 Percent. That Reaches a Lending Book Through Files That Look Unrelated.

July housing starts fell 12.4 percent on the month and 13.5 percent on the year, with builder confidence at 35 for a sixteenth straight month. Sector exposure arrives as many separate problems.
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A line chart of monthly employment in accounting, tax preparation, bookkeeping and payroll services, peaking at 1,160,500 in January 2024 and standing at 1,129,100 in July 2026.

The Pipeline Is Refilling at the Front. Your Capacity Problem Is at the Back.

Accounting enrollment rose 8.9 percent to 205,180, a third straight increase. Graduates fell 6.6 percent and new CPA exam candidates dropped from 42,626 to 28,082 over the same stretch.
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A labelled diagram of four stages showing that a merchant cuts hours and delays orders before anything changes in receipts, that July retail and food services sales fell 0.6 percent against an expected rise, and that remittance performance is where a lender finally sees it.

The Signal You Repay From Is the Last One to Move

July retail sales fell 0.6 percent against an expected rise, and categories ranged from minus 2.2 to plus 1.9 in the same month. Receipts are both the slowest signal a lender has and the least specific.
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A curve of monthly employment in nondepository credit intermediation, peaking at 630,700 in March 2021 and falling steadily to 490,300 in July 2026, a decline of 22.3 percent.

The Industry Has 140,000 Fewer People Than in 2021 and a Larger Share of the Applications

Employment in nondepository credit intermediation has fallen 22.3 percent from its 2021 peak and is still declining, while the share of small business applicants going to online lenders rose to 29 percent.
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A grid of 100 squares with 66 filled in blue, showing that 66.4 percent of available consultant time is billable across 509 professional services organizations, the lowest level recorded.

Billable Utilization Hit a Record Low in the Same Year AI Use Rose Forty Percent

Across 509 professional services organizations, billable utilization fell to 66.4 percent, the lowest on record, while revenue growth improved and generative AI reached 27.1 percent of projects.
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