CXO Research

Insights

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

Two bullet bars showing that 59 percent of small business debt holders secured their debt with a personal guarantee against 51 percent using business assets, and that 88 percent of owners applied using personal credit history against 12 percent who used business credit only.

Fifty-Nine Percent of Small Business Debt Is Secured on a Household You Underwrite Once

Most small business debt is backed by a personal guarantee, which makes a household balance sheet the collateral. Merchants get monitored daily. Guarantors get looked at once, at origination.
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A rising curve showing how long it takes to double revenue at a given organic growth rate, marked at 7.0 percent where doubling takes 10.2 years, against 9.2 years at last year's 7.8 percent.

Top-100 Growth Rose to 12.8 Percent While Organic Growth Fell to 7

Total revenue growth at the top 100 accounting firms rose from 10.4 to 12.8 percent. Organic growth fell from 7.8 to 7.0. The entire acceleration was bought, and the benchmark moved with it.
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A labelled diagram of how a small business owner self-funds before applying: a cash gap appears, personal credit covers it for 75 percent of owners, utilization rises for 23 percent and personal credit scores fall for 12 percent, and 25 percent are then denied or significantly delayed on the business application that follows.

Three in Four Applicants Already Borrowed Before They Reached You. It Was on Personal Credit.

Revolving credit is growing at nearly twice the pace of everything else, and 75 percent of small business owners funded the business on personal credit in the past year, up from 49 percent in 2024.
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Two grids of 100 squares comparing lenders who agree that shared industry fraud data helps, at 73 percent, against the 34 percent who actually take part in it.

The Fraud Growing Fastest Is the Kind You Cannot See in Your Own File

Synthetic identity, bust-out and application stacking are the three fastest growing fraud types, and none of them are visible in one lender's own file. The defence is recall, not detection.
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A line chart of the monthly services index across the twelve months to July 2026, holding above the 50 no-change line throughout and reading 54.1 in July, the twenty-fifth consecutive month of expansion.

Demand Has Not Been the Constraint for Twenty-Five Months. Delivery Capacity Has.

Services business activity jumped to 59.1 in July while the services employment index fell to 47.4. Demand keeps expanding and the payroll that delivers it keeps contracting.
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Two bullet bars comparing small business applicant outcomes against bank benchmarks: 42 percent received the full amount sought against 57 percent at small banks, and 60 percent of online lender borrowers said costs exceeded expectations against 32 percent at large banks.

Thirty-Six Percent of Applicants Got Part of What They Asked For. That Is Your Biggest Untouched Book.

Across small business applicants, 42 percent received the full amount sought and 36 percent received some or most. The partially funded group carries an unmet need, a completed file, and no owner.
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A rising curve showing that the number of system pairs that can disagree grows faster than the number of applications a firm runs, with the average firm's ten applications marked at 45 pairs.

The Top Barrier to Advisory Work Is Data Cleanup. That Is an Integration Problem.

Thirty percent of accounting professionals name manual data cleanup as the top barrier to advisory work, ahead of staffing. The average firm runs ten applications and loses five hours a week to re-entry.
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A labelled diagram of a small ticket equipment finance file moving through application, credit decision, documentation and servicing, with 80.7 percent of small ticket applications approved at the decision stage.

Small Ticket Volume Is Up 25.8 Percent. Your Back Office Counts Files, Not Dollars.

Equipment finance small ticket volume is up 25.8 percent year to date against 11.3 percent for the industry. That growth arrives as file count, and a back office charges by the file.
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