Data brief · 2026
Small-business busywork: the numbers
How much time and money owner-operated businesses lose to administrative work, and how little of it AI is actually doing yet. Every figure below links to its source.
1 · Where the owner's week actually goes
Admin isn't an edge case. It's a third of the job.
Share of owners doing each admin task in a typical week
% of entrepreneurs reporting they personally handle the task weekly
Source: Time etc survey of entrepreneurs ("The Big Price of Small Tasks")
- 36% of the workweek goes to administrative tasks; 31% of entrepreneurs spend 26-50% of their week on small admin tasks alone. Time etc
- Up to 16 hours a week is spent by the average entrepreneur on mundane, repeatable processes. Time etc
- 49.4 hours is the average owner's actual workweek; 63% put in more than 50 hours, while owners themselves say 41.7 would be right. SCORE
- 1.5 hours a day is lost by small-business teams to unproductive "work about work," per a 2024 Slack/Salesforce survey. Salesforce news
- 20+ hours a month goes to financial tasks like accounting and invoicing, plus roughly 41 hours a year on tax preparation. SCORE, via Accounting Today
- 40% of owners spend 80+ hours a year on bookkeeping, taxes, and payroll, and 40% name bookkeeping & taxes the single worst part of owning a business. SCORE
2 · The receivables drag
The most expensive busywork is the work of getting paid.
- 56% of small businesses are owed money on unpaid invoices, averaging $17,500 per business. Intuit QuickBooks, 2025 US Small Business Late Payments Report
- 47% of businesses have invoices overdue by 30+ days, about 1 in 10 invoices on average. QuickBooks, 2025
- Businesses with a higher share of overdue invoices are 1.4x more likely to report cash-flow problems (50% vs 34%). QuickBooks, 2025
- The pattern is global: £26 billion is owed to UK small businesses at any given time, about £17,000 per affected business, and chasing it consumes 133 million staff hours a year. UK Office of the Small Business Commissioner / DBT, 2025
- Late payments shut down roughly 14,000 UK businesses a year (about 38 a day), at a cost of nearly £11 billion to the economy. UK Office of the Small Business Commissioner / DBT, 2025
- Invoices with online payment options get settled up to 2x faster than those without. Xero
Hours per month spent running payroll in-house
Distribution across small businesses that handle payroll themselves
Source: SCORE small-business survey (values rounded). Roughly 1 in 3 businesses spends 6+ hours/month on payroll alone.
3 · The AI adoption gap
Adoption is racing ahead in surveys. Operational use tells a different story: the busywork above is still done by hand.
Says they use generative AI vs. AI doing real operational work
Self-reported any-use (survey) vs. the US Census Bureau's measures of AI use in business operations
Sources: US Chamber of Commerce / Teneo Research, small-business technology report 2025 (58%) · US Census Bureau BTOS, May 2026 (19.8%, all businesses) and Aug 2025 (8.8%, firms <250 employees; the Census reworded this question in Nov 2025 from "producing goods and services" to "any business function")
- 58% of small businesses use generative AI, up from 40% in 2024 and more than double the 2023 rate. US Chamber of Commerce / Teneo Research, small-business technology report, 2025
- 19.8% of US businesses used AI in some business function as of May 2026. Among firms with four or fewer employees the rate is still under 20%, and use didn't change significantly for firms under 20 employees between December 2025 and May 2026. US Census Bureau, BTOS, May 2026
- Only 8.8% of small businesses used AI in producing goods or services as of Aug 2025, up from 6.3% six months earlier. US Census Bureau, BTOS
- By mid-2025, small businesses were adopting AI faster than large firms, a first in the Federal Reserve's monitoring data. Federal Reserve, FEDS Notes, 2026
- 83% of growing SMBs have adopted AI, vs 55% of declining ones (global survey of 3,350 SMB leaders). Salesforce SMB AI trends research, 2025