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Optional; no account or notification permission. Tap the button again to close.AI · CYBERSECURITY · SERVICES
Digital & artificial intelligence
Research, companies, programmes, data and cybersecurity without unnecessary jargon.25 guides to explore
A USEFUL STARTING POINT
Find the guide you need first
Choose the dossier that answers your next question. Background and the complete directory are just below.


Cybersecurity and data
Who protects systems, who regulates data and which habits matter.
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UNDERSTAND BEFORE YOU CHOOSE
Choose digital services with your data in mind
A useful tool solves a specific need. Claimed performance, full cost, privacy and support need separate checks.
AI: test before depending on it
Test a representative task with non-sensitive data. Check errors, sources and limits before automating. A convincing example does not establish reliability across every case. Keep human review for important decisions and anything sent or published outside your organisation.
Online procedures and caution
Reach public services through their institutional source rather than an unexpected message. Before uploading a document, check the destination, requested data and retention information. Do not share sign-in codes with someone offering help.
Knowing a detail does not authenticate a caller
When reading about a digital incident, distinguish the affected system, the data described in the notice and your own account. The DGFiP dossier compares dated statements and individual/business routes; it does not equate internal access with compromise of every public account space. For an urgent request, reach the service independently and keep useful evidence. School phones raise a different question: use also belongs to an educational framework and written regulations, not merely the device’s technical security. Keep these issues separate when choosing what to do next.
FRA9 · PORTAL SELECTION
01—09
Artificial intelligence in France
The labs, companies, funding and debates shaping French AI.
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Cybersecurity and personal data in France
Who protects systems, who regulates data and which habits matter.
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Digital public services in France
The main portals, common procedures and traps to avoid.
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AI funding in France: grants, funds and accelerators
A decision guide for choosing grants, advances, loans, investment, university transfer and incubation by AI project stage.
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French AI funding application: budget, evidence and timeline
Turn an AI product into a fundable application: customer problem, technical risk, data, milestones, costs, co-funding and compliance.
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Science and technology in France: schools, labs and careers
Research bodies, clusters, programmes and careers in AI, space, health, energy and deeptech.
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Best universities in France: ranking and admission
Twelve institutions compared by subject, research, selectivity, cost and international application route.
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Science and technology in France
Public research, space, nuclear, health and AI in one ecosystem.
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Start-ups and technology
A changing ecosystem from Paris to regional hubs.
Read →FRA9 · INDEX