Official statistics now put everyday AI use well beyond early-adopter tech firms. The UK Office for National Statistics reported on 8 October 2026 that around 3 in 10 (30%) of all businesses used at least one AI technology in September 2026 — up from 9% when the question was introduced in September 2023. Among firms with 250 or more employees, the share was 51%. For businesses with 10 or more employees, 38% reported AI use.
This explainer sticks to those official figures and to list prices on major SMB-facing products. A companion TSN playbook — Scaling with AI Agents: a Step-by-Step Guide for Small Firms — covers how to roll agents out without burning cash or trust.
US Census note: the US Census Bureau’s Business Trends and Outlook Survey (BTOS) publishes AI-use charts on census.gov. TSN could not independently confirm the exact national percentage cells in the Census downloadable files from this drafting pass (the public data page is chart-driven). We are not publishing a US percentage figure here. UK ONS numbers below are taken from the bulletin text.
How deep is adoption, really?
An ONS article on AI in UK businesses (2023 to 2026), published 20 July 2026, adds useful caution. It says 28% of businesses with 0 to 9 employees reported using at least one AI technology, versus 49% of those with 250 or more. The average number of AI technologies used per adopting business rose only modestly, from around 1.4 to 1.6, which ONS says “would imply relatively limited transformative impacts to date for most AI-adopting firms.” Around half of businesses reported that AI had no impact on headcount.
BICS is labelled official statistics in development and the survey is voluntary — say so when you cite it. The 8 October bulletin also notes that among AI-using firms with 10+ employees, 38% said administrative and clerical roles were the most affected; creative or design roles were next at 24%.
Seat pricing versus pay-per-outcome
Two pricing models dominate what small firms actually buy:
Per seat (office assistants). Microsoft’s Copilot team said Microsoft 365 Copilot Business is priced at $21 per user per month for organisations with fewer than 300 users (launched worldwide 1 December 2025). Microsoft’s Copilot pricing page is the live list-price reference; annual commitment terms apply on the Business SKU.
Google Workspace pricing shows Business Starter with an introductory $3.50 per user per month (regular $7) for new customers on the first 20 users for 12 months, including a Gemini AI assistant in Gmail. Plans max out at 300 users. Standard adds Gemini across more apps plus Workspace Studio agents.
Pay per outcome (support and sales agents). Intercom prices Fin at $0.99 per Fin outcome, with seat tiers on the broader platform. HubSpot announced Customer Agent at $0.50 per resolved conversation (50 HubSpot Credits) and Prospecting at $1.00 per lead recommended for outreach; these need Professional or Enterprise. HubSpot’s own claim is that Customer Agent “resolves 65% of conversations” across more than 8,000 activated customers — a vendor figure.
Included in the plan. Shopify says Sidekick is included with a Shopify plan, with features and usage limits varying by plan, and that it respects staff permissions inside admin.
Workflow automation. Zapier’s pricing page lists plans starting from about $19.99/month (Pro) and $69/month (Team). n8n’s pricing lists Starter at 20€/mo, Pro 50€/mo and Business 667€/mo (annual billing), with a free self-hosted Community Edition and cloud data stored in the EU (Frankfurt). Both tools advertise human-approval gates for tool calls.
Why the split matters for a 10-person company
A five-seat Copilot Business bill is predictable: 5 × $21 each month on an annual commitment. A support agent on $0.99 per resolved ticket scales with ticket volume — cheap when quiet, painful during a product launch unless you set caps. HubSpot’s credit model can stop taking new agent conversations when credits run out (product behaviour described in HubSpot’s own materials).
For coding assistants, see TSN’s existing comparison of Cursor, Windsurf and GitHub Copilot rather than re-pricing them here: AI Coding Tools 2026.
Failure rates — enterprise studies, not SMB proof
MIT Project NANDA’s “The GenAI Divide: State of AI in Business 2025” reported that 95% of organisations are getting zero return from GenAI pilots, with only 5% of integrated pilots extracting millions in value. That study is enterprise-weighted, self-selected and short-horizon — credit MIT NANDA; do not treat it as an SMB statistic. It still matches the ONS picture of shallow intensity (1.4 → 1.6 technologies per firm).
What to do next
If you want the operational sequence — which tasks to automate first, how to keep a human in the loop, how UK GDPR and the EU AI Act apply to a typical support bot, and vendor case studies clearly labelled as vendor claims — read the companion: Scaling with AI Agents: a Step-by-Step Guide for Small Firms.
What’s still unknown
- A verified, citable US Census BTOS national AI percentage from the XLSX (dropped here until confirmed)
- How many of the ONS “AI users” are paying for seat products versus free ChatGPT-style tools
- Independent (non-vendor) SMB case studies with audited ROI
What this means
- UK official stats: ~30% of all firms; 51% of 250+; shallow intensity (1.4→1.6 tech per firm).
- Pricing pattern: seats for office AI; outcomes for support/sales agents.
- US % withheld until Census file cells are verified on census.gov downloads.
Sources
- ONS, “Business insights and impact on the UK economy”, 8 October 2026
- ONS, “Artificial intelligence in UK businesses: 2023 to 2026”, 20 July 2026
- US Census Bureau, Business Trends and Outlook Survey data page
- Microsoft Tech Community, “Introducing Microsoft 365 Copilot Business…”, Copilot Business $21/user/month
- Microsoft, Microsoft 365 Copilot pricing
- Google Workspace pricing
- Intercom pricing (Fin $0.99/outcome)
- HubSpot, Customer Agent and Prospecting Agent outcome pricing
- Shopify Sidekick
- Zapier pricing
MIT NANDA / Project NANDA, “The GenAI Divide: State of AI in Business 2025”, July 2025
Related stories
- Scaling with AI Agents: a Step-by-Step Guide for Small Firms
- AI Coding Tools 2026: Cursor, Windsurf, Copilot Compared
- OpenAI Says AI Agents Now Account for More Than Half of Its EU Enterprise Use, in an Analysis of ChatGPT Usage
- Singapore Launches a Starter Kit for Testing AI Agents and a Task Force on Frontier-AI Cyber Threats
- Harmonic Security Raises $50 Million to Police What Employees Send to AI Tools
- ServiceNow Announces AI Passport to Limit What AI Agents and MCP Servers May Do at Runtime
- AI Agent Security: Langflow’s Critical Flaw, Copilot’s Encrypted-Instruction Finding and the New Guardrail Stack
Follow @tsnmediahub on X for breaking AI news as it happens.
Follow on X
