Insights from the UK and Germany
on AI capability among
Europe’s microenterprises
Motivated
but
undersupported
Understanding AI adoption among small businesses
The AI opportunity for small businesses is real. The support system isn't ready.
Across Europe, small business owners are embracing AI for productivity, efficiency and growth. But most remain at a surface level - using chatbots for brainstorming while their operations run exactly as they did before.
This white paper, produced by INCO, investigates what happens when the smallest businesses try to adopt AI - what works, what blocks them, and what they actually need. The research centres the voices of micro and small business owners in the UK and Germany: we asked them because they are the ones who know best.
Based on their insights, the paper proposes the INCO Entrepreneurs AI Training Framework - eight principles for designing practical, inclusive AI support that meets small businesses where they are.
"You can't really be a good business owner if you don't interact with AI right now. The motivation is definitely efficiency and cost - and being competitive too."
UK business owner
“What struck us most in this research was not the barriers - we expected those. It was the determination. Every founder we spoke with was already using AI, already experimenting, already trying to figure it out alone. That should not be the norm. We are at a pivotal moment: agentic AI will reshape how the smallest businesses operate entirely - but only if they have the skills, confidence and support to navigate it. Building that support is a matter of economic inclusion - and this white paper is our evidence base for doing it better."
mathieu planchard - managing director, inco
Key Insights
What we found: the gap between AI interest and real integration
AI is already part of how many small business owners work. But using it for individual tasks is not the same as integrating it into how a business actually operates.
9 out of 12
said they need more training - despite already using AI daily
Only 4 out of 12
had a full understanding of what tools are available to them
Only 4 out of 12
understood what agentic AI means for their business - all had technical backgrounds
"The more I learn about it,
the more I understand I know nothing."
DE business owner
The key challenges
facing microenterprises
A lack of skills and time
AI adoption remains largely focused on surface-level tasks, with fewer businesses progressing towards using AI to create significant operational efficiencies. For microenterprises, limited time and a lack of technical expertise make it difficult to move from experimentation to implementation.
Cost
Small businesses face a “hidden AI tax” through the cost of tools, overlapping subscriptions and fragmented systems — alongside pressure to demonstrate a clear return on investment.
Trust
Founders see AI’s potential to improve back-office efficiency, but often have limited trust in AI outputs. They also recognise that preserving the human element can be a genuine competitive advantage.
Regulatory uncertainty
Concerns around the EU AI Act, GDPR and data protection can leave small businesses unsure how to adopt AI safely and responsibly.
The agentic gap
As AI evolves from generating content to carrying out multi-step tasks autonomously, a new readiness challenge is emerging. Most small business owners in our research had never heard the term "agentic AI" - yet the few who understood it could already see how it would transform their operations.
This gap is not about awareness of a buzzword. It's about whether businesses have the skills, data infrastructure, and confidence to work with AI systems that act on their behalf.
Digital foundations are skipped.
Many programmes assume a level of digital confidence that micro-businesses don't have.
Micro-enterprises are excluded by design.
Support is built for businesses with teams, budgets, and time to spare - not for the solopreneur running everything alone.
Training is one-off, not sustained.
Workshops create enthusiasm but rarely lead to implementation without structured follow-up.
Agentic AI is almost entirely absent.
Existing offerings focus on generative AI awareness without addressing workflow redesign, data readiness, or autonomous oversight.
"I don't want 20 different tools in my business. I just want an ecosystem that works together."
DE business owner
from insights to action
The INCO Entrepreneurs
AI Training Framework
To help bridge the gap between AI interest and operational capability, INCO has developed an eight-pillar AI Training Framework that translates what small business owners told us into principles that ecosystem actors can fund, design, and deliver.
The framework is modular: organisations can adopt one pillar, several, or all eight - depending on the businesses they serve and the role they play.
1. Tiered pathways
Match training to digital maturity, from foundations through to agentic readiness.
2. Business-specific customisation
Organise cohorts by industry and business model so every use case applies immediately.
3. Fusion skills - from AI tools to business solutions
Teach founders when to buy, when to build, and when to simplify their stack.
4. Trust & compliance guidance
Actionable decision trees for GDPR and AI Act - not theory, but live compliance planning.
5. Sustained implementation support
Workshops create enthusiasm but rarely lead to implementation without structured follow-up.
6. Community and peer learning
Workshops create enthusiasm but rarely lead to implementation without structured follow-up.
7. Agentic readiness
Process mapping, data organisation, and human-in-the-loop protocols for autonomous tools.
8. Delivery
Flexible, bite-sized, mobile-first learning designed for people running a business.
Methodology
Listening to small business owners
The white paper centres the experiences of microenterprise owners in the UK and Germany, exploring their current use of AI, their challenges and the support they need.
12 in-depth interviews
with microenterprise owners in the UK & Germany
7 out of 12
are solopreneurs - running their businesses entirely alone
Micro-enterprises interviewed
Under 5 years old | 1-5 employees | Under €500k revenue
Industries represented:
consulting, healthcare, marketing, retail, creative services, wellness, automation, food retail
Methodology
Listening to small business owners
The white paper centres the experiences of microenterprise owners in the UK and Germany, exploring their current use of AI, their challenges and the support they need.
12 in-depth interviews
with microenterprise owners in the UK & Germany
7 out of 12
are solopreneurs - running their businesses entirely alone
micro-enterprises interviewed
Under 5 years old,1-5 employees Under, €500k revenue
Industries represented:
consulting, healthcare, marketing, retail, creative services, wellness, automation, food retail
Ecosystem
Call to Action
Building a more inclusive
AI support ecosystem
Moving small businesses from experimentation to real AI capability takes more than tools and training. It takes an ecosystem.
Business networks, public agencies, skills providers, funders, technology companies and other ecosystem organisations each have a role to play in addressing gaps in access, training and implementation support.
This white paper offers a framework for developing support that is practical, inclusive and responsive to the needs of solopreneurs and microenterprises.