Industries
Built for the sectors that can't send data away.
Where confidentiality, sovereignty and compliance are non-negotiable, sysf.io turns AI from a blocked pilot into a production system you own.
Banking & Finance
Client-identifying data (CID) and Art. 47 banking secrecy don't forbid external AI — they make it a months-long legal project. We deploy fine-tuned models inside your environment instead, with the data residency, audit trail and documented exit plan your second line of defence and FINMA outsourcing due diligence will actually test.
On-prem or confidential compute · zero data egress · audit rights & exit plan documented
- Client-advisory copilots grounded in your product and policy documents
- KYC / AML document processing and screening support
- Regulatory and internal-policy Q&A across DE/FR/IT/EN
- Research and reporting assistants over your own market data
Healthcare & Pharma
Hospital AI fails in the review, not in the demo. Special-category data under Art. 5 nFADP and Art. 9 GDPR stays inside your clinical network — integrated with your KIS via HL7/FHIR, and designed to your cantonal data-protection law, not only the federal FADP. We deliberately stay outside MDR/MepV scope: no diagnostic or triage functionality.
Patient data stays in Switzerland · outside MDR/MepV scope by design
- Discharge letters and clinical reports drafted from structured notes (DE/FR/IT)
- Clinical coding support (CHOP / ICD-10)
- Research and literature assistants over internal knowledge
- Administrative workflow and correspondence automation
Legal & Professional Services
Privilege and confidentiality demand tools that don't leak. Your associates lose hours to first drafts, clause hunting and cross-language research memos — we install assistants trained on your own templates and precedent that run inside the firm. Nothing leaves your control.
Privilege-safe · in-jurisdiction · your templates and precedent
- Contract analysis, review and clause extraction
- Multilingual legal research (DE / FR / IT / EN)
- Drafting assistants grounded in your templates and precedent
- Due-diligence and data-room summarisation
Government & Public Sector
This already works: the Canton of Ticino runs a fine-tuned Apertus-8B translation system on its own infrastructure — 94% accuracy after fine-tuning on cantonal data. The same playbook applies to your canton or municipality: sovereign, multilingual services on infrastructure you control.
Runs on national infrastructure · data never leaves the country
- Multilingual citizen-service assistants (DE / FR / IT / RM)
- Internal knowledge and procedure assistants for staff
- Document and application processing support
- Accessible, plain-language communication drafting
Insurance
Your claims teams re-key data from scanned forms, medical reports and broker mail all day — documents too sensitive for a US API. We deploy grounded models inside your environment that classify, extract and draft against your core systems (Guidewire, Syrius, SAP FS-CM), structured as a FINMA-compliant outsourcing from day one.
Traceable outputs · FINMA outsourcing-ready · on-prem option
- Claims intake, triage and document automation
- Policy and coverage Q&A copilots for agents and customers
- Underwriting research and summarisation support
- Correspondence drafting grounded in your policies
Manufacturing & Industrial
Operational and IP-sensitive knowledge shouldn't leave the plant. On-prem assistants put decades of documentation at the fingertips of your teams.
On-prem / edge-friendly · protects operational IP
- Maintenance and troubleshooting copilots on the shop floor
- Knowledge assistants over manuals, SOPs and specs
- Quality and compliance documentation support
- Supplier and procurement document processing
Don't see your sector?
If you handle confidential data under Swiss or EU regulation, sovereign AI applies. Tell us your use case.