AI use cases
Six sectors. One pattern that works.
Each use case tells the story of a person, a process and how AI connected to existing systems gives time back to the team. Every story ends with interactive demonstrations.
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Public Administration
A municipality receives hundreds of requests every week, spread across email, the front desk and the online portal. See how an AI assistant, connected through MCP to the existing document management and case systems, transforms triage, decision drafting and citizen …
Included demonstrations
- Triage and routing of applications
- Case summaries with citations
- 24/7 support with request status
−60% triage time Estimate
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Education and Training
A vocational training body opens a new application round: hundreds of files, detailed regulations and tight deadlines. See how AI, connected to the existing platforms, checks eligibility, builds timetables and summarises what learners think. The same pattern applies to nurseries …
Included demonstrations
- Applications checked against the regulations
- Enrolments and fees in early childhood education
- Timetables and classes with constraints
- Satisfaction survey synthesis
−70% application review time Estimate
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Healthcare
In a hospital department, every referral, appointment and report passes through several hands and several systems. See how AI, connected through MCP to the existing systems, takes on the administrative work — without ever making clinical decisions.
Included demonstrations
- Referrals structured automatically
- Rescheduling with human approval
- Reports with pseudonymised data
−50% admin time per referral Estimate
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E-commerce
At an online homeware shop with 25 employees, most support messages ask the same questions: where is my order, does this fit, what can I do about it. See how a support chatbot, connected through MCP to the shop, the …
Included demonstrations
- Order tracking without opening a ticket
- Product questions answered from the catalogue
- Hand-off to a person with full context
≈ 60% of conversations resolved without an agent Estimate
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Accounting firms
At a firm with 15 staff and around 300 client companies, documents arrive by email, WhatsApp and paper scans. See how AI, connected through MCP to the accounting software, SAF-T and e-Fatura files and bank statements, prepares the work — …
Included demonstrations
- Documents classified on arrival
- Matching against purchases reported in e-Fatura
- Requests for missing documents prepared
−70% document collection and matching time Estimate
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Non-profits and Charities
At a local development association with 25 staff and several funded programmes, every funding call, every report and every request for evidence takes days. See how AI, connected through MCP to beneficiary records, documents and accounts, prepares the work — …
Included demonstrations
- Funder reports with cited evidence
- Applications read against the call's regulations
- Replies to beneficiaries and families
−50% time spent preparing reports Estimate
What they all share
No migrations. No black boxes. No data outside the EU.
The principles we apply in every sector.
Connected through MCP
AI queries existing systems through MCP servers with permissions and audit trails.
People in control
Any data change or decision with effect requires human approval.
Processing in the EU
Models and data inside the European Union, through our partners.
Measured impact
Every project starts with agreed indicators and ends with measured results.
Is your sector not listed?
The same principles apply to any organisation with administrative processes and information systems. Talk to us.