Insights

Current events and research on how small and mid-sized businesses are using AI. Every item below comes from a recognizable primary source and links straight to the original — no blogs, no commentary, nothing invented.

Goldman Sachs 10,000 Small Businesses Voices

Small businesses embrace AI, but need training and support

In a Goldman Sachs survey of small business owners, 76% said they currently use AI and 93% of those users reported a positive impact on their business. Only 14% said AI is fully integrated into core operations, and 73% said more training and resources would help them implement it successfully.

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Goldman Sachs

AI presents a major opportunity for small businesses — but an implementation gap remains

Goldman Sachs' analysis of its small business survey found 84% of AI-using small businesses cite increased efficiency and productivity as the primary benefit, while support and implementation help remain the biggest barriers to going further.

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U.S. Census Bureau — Business Trends and Outlook Survey

Larger firms lead AI use, but adoption is rising across firm sizes

Census Bureau BTOS data shows AI use by U.S. businesses has grown since December, with firms of at least 20 employees the heaviest users and adoption varying widely by sector. BTOS provides a biweekly, nationally representative read on AI implementation.

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U.S. Census Bureau — Center for Economic Studies working paper

How AI actually spreads inside firms, functions, and worker tasks

Using the 2026 AI supplement to the Business Trends and Outlook Survey, Census researchers map AI diffusion down to the business function and worker task level — useful for identifying which specific jobs inside a small business are realistic first candidates for automation.

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Goldman Sachs Research

AI adoption tracker: adoption rises to 19.8%

Goldman Sachs Research's AI adoption tracker put U.S. business AI adoption at 19.8% as of April 2026, alongside continued growth in AI-related investment now standing at roughly $360bn (1.1% of GDP) in the national accounts.

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Board of Governors of the Federal Reserve System — FEDS Notes

Monitoring AI adoption in the U.S. economy

A Federal Reserve note compares three publicly available surveys of AI adoption to explain why headline adoption rates differ so much, and what each measure does and does not capture about business use.

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Salesforce — Small and Medium Business Trends Report

SMB Trends Report: AI agents and scaling with small teams

Salesforce's SMB Trends Report surveys small and medium business leaders on technology investment priorities, and documents how AI agents are being used to handle customer outreach and back-office work with limited headcount.

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Federal Reserve Banks — Small Business Credit Survey

Firms in Focus: 2026 small business chartbooks

The Federal Reserve Banks' 2026 Firms in Focus chartbooks break down small business conditions, financing, and technology use by firm characteristics — a primary data baseline for benchmarking your own operation.

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