Too much time on repeat
Copying information, sorting emails and rewriting documents leave less time for work that needs your judgment.
Explore the guide →A FIELD GUIDE TO AI FOR SMALLER BUSINESSES
Make AI useful.
Start with your business.
Find where AI can take work off your team’s plate. Choose a worthwhile first project, test it carefully, and build on what works.
No AI background needed. No email required.
YOUR AI ADOPTION JOURNEY
One useful step at a time.
SMALL SCOPE · REAL WORK
→Your first pilot
One process. A clear owner. A result you can measure.
From a real business problem to a measured result.
Designed for SMEs People stay in control EN + PL resources
START WITH THE EVERYDAY
Sound familiar? Start here.
Useful AI projects begin with a recurring problem, not a particular model.
Customers waiting for answers
Find questions that recur, prepare useful drafts and keep a person responsible for the response.
Explore the guide →Knowledge in too many places
Help staff find approved information across documents, without ignoring source access and confidentiality.
Explore the guide →A CLEAR PATH FORWARD
From “where do we start?” to “what’s next?”
Seven stages. A practical checklist at each step. Start where your business is today.
- 01
Awareness & education
Build a shared understanding of what AI can do, where it fails and who remains responsible.
- 02
Readiness assessment
Check data, processes, people, technology and budget before committing to a solution.
- 03
Opportunity discovery
Find repetitive work worth improving before deciding whether AI is the right mechanism.
- 04
Prioritization & business case
Compare business value with total effort, then check whether the assumptions survive a conservative estimate.
- 05
Pilot / proof of value
Test one defined use case on representative work before committing to a broader rollout.
- 06
Implementation & integration
Turn an evidenced pilot into an owned service that fits existing systems and daily work.
- 07
Scale, govern & measure
Keep useful systems useful as data, models, costs and responsibilities change.
PRACTICAL STARTING POINTS
View all use cases →Less repetitive work. More room to think.
Customer service
Email triage & drafting
A shared inbox mixes routine requests with urgent exceptions.
Effort: SExplore the guide →
IT
An assistant for company knowledge
Staff repeatedly search scattered procedures and ask the same experts.
Effort: MExplore the guide →
Finance
Invoice data extraction
Staff retype invoice fields and reconcile inconsistent supplier layouts.
Effort: MExplore the guide →
Illustrative example — not a customer result
THE QUICK WINS WORKSHOP
Your next useful project may already be on your task list.
Bring together the people who do the work. Map the process, count the time, and shortlist opportunities in a focused half-day workshop.
Run your own workshop ↗- 01Map the work
- 02Count the time
- 03Find the friction
- 04Test the AI fit
People stay in control
Know where your data goes.
Compare deployment options, understand your responsibilities, and keep human review where it matters.
Understand data & security →Services
Services →From a useful question to a working solution
FAQ
Questions before you start
Do we need our own model?
Usually the first decision is whether an approved existing feature or configured service can solve the task. Compare it with a simpler non-AI alternative before considering custom training.
Can we use company data?
Only after checking the data category, purpose, permissions and provider arrangement. An EU region or paid account alone does not settle the question.
Will this replace staff?
The guides focus on task changes and released capacity. Decisions about roles, staffing and how time is used belong to the employer and require their own assessment.
How quickly can we see results?
The proposed proof-of-value window is 4–8 weeks after prerequisites are ready. Access, integration and data gaps can extend it. Agree a bounded scope before estimating.
Practical AI. Measurable progress.
A sensible first step. A clearer next move.
Assess your starting point yourself, or work through it together.