04 / SECTORS Back to home

AI where it matters. Even where the network does not reach.

Private, off-grid computing helps organizations that cannot compromise on data control, continuity or independence.

LOCAL DATA
OWN ENERGY
OPEN MODELS
Updated September 2026
TRANSVERSAL DATA

Why the data stays on site

48.8%

of EU enterprises that considered AI without adopting it cite data protection

Eurostat · dic 2025
43.2%

in Italy (and 47.3% cite regulatory uncertainty)

ISTAT, Imprese e ICT 2025
90%survey

of organizations consider local data storage safer

Cisco Data Privacy Benchmark 2025

Companies do not want to ban AI: they want to use it under their own control. In 2026 total bans on generative AI fell from 28% to 7% of organizations [Cisco 2026 survey], while governed use grows.

01 / 07

Hospitals and clinics

Healthcare is the sector where AI is most needed and where data can leave the least.

996

SSN hospital facilities and 9,121 outpatient facilities

Annuario SSN 2023
€2.7 bn

digital health spending in Italy in 2025, +9%

Osservatori PoliMi
61%survey

of specialists and GPs already use generative AI

Osservatori PoliMi
€15.63 bn

NRRP Mission 6, of which €1.38 bn for the electronic health record

Osservatori PoliMi
74%

of EU states already use AI-assisted diagnostics

OMS Europa · apr 2026
NEEDS
  • health data (Art. 9 GDPR) that must not leave the hospital
  • the European Health Data Space (EHDS, Reg. 2025/327) applies to primary use from 25 March 2027
  • law 132/2025 leaves the final decision to the doctor and requires informing the patient
PROCESSES WHERE ON-SITE AI HELPS
  • AI-assisted reading of exams and screening — in the randomized MASAI trial (Sweden, 105,000 women) AI cut radiologists’ reading workload by 44% and increased detected cancers by 29%
  • dictation and drafting of reports and discharge letters — in a UCLA study of 238 physicians documentation time fell by 9.5%
  • patient record summarization
  • triage of patient messages

a US physician spends on average 13 hours a week on indirect activities such as documentation [survey]

RECOMMENDED SIZE

D1 for a facility or clinic, D2–D3 for a hospital.

See the product range
02 / 07

Public administration

The public sector has precise AI adoption targets and rules that reward data processed in Italy.

7,894

Italian municipalities

ISTAT · feb 2026
400+

AI projects in the PA expected in 2026

Piano triennale AgID
13,000+

administrations migrated to the cloud with the NRRP

innovazione.gov.it
94.5%

of municipalities exposed to landslides, floods or erosion

ISPRA 2025
NEEDS
  • traceability and human accountability of the decision (Art. 14, law 132/2025)
  • procurement preference for data in data centers located in Italy
  • service continuity even during blackouts
PROCESSES WHERE ON-SITE AI HELPS
  • classification and routing of protocol and certified email
  • drafting of acts and resolutions
  • AI-assisted citizen front office
  • search across regulations and archives
  • council meeting minutes
RECOMMENDED SIZE

Edge or D1 for a municipality or union of municipalities, D2 for a province or region.

See the product range
03 / 07

Defence and security

For defence, AI must work where there is no network, without depending on foreign suppliers and without fuel convoys.

€31.3 bn

Italian defence budget 2025, +7.2%

Geopolitica.info
€1.91 + €1.14 bn

in the DPP 2025-2027: €1.91 bn for cyber and €1.14 bn for C2, digitalization and infrastructure

Analisi Difesa
1.5% GDP

NATO target for critical infrastructure and resilience by 2035

NATO
€150 bn

SAFE loans, with non-EU components capped at 35%

Consiglio UE
€1 bn

European Defence Fund 2026, with topics on AI-based situational awareness and high-performance energy systems

European Defence Fund
NEEDS
  • the Ministry’s “AI and Defence – 2026 Edition” strategy aims at strategic autonomy and sovereign compute, with a Defence AI Office and Laboratory
  • law 132/2025 (Art. 6) excludes AI activities for national security from its scope; they follow the Defence security rules
  • for SAFE funds the European supply chain matters
PROCESSES WHERE ON-SITE AI HELPS
  • decision support and document analysis
  • logistics and predictive maintenance
  • translation and transcription
  • on-site analysis of sensor and satellite imagery
  • training and simulation

Barrel Digital provides compute infrastructure and software for support uses; every supply follows the rules on export and dual-use goods.

RECOMMENDED SIZE

Portable Edge for operational units, D1–D2 for commands and bases.

See the product range
04 / 07

Businesses

In Italy AI spreads fast among large enterprises, but SMEs lag behind: a solution is needed that requires no IT department.

16.4%

of Italian enterprises with at least 10 employees use AI in 2025 (8.2% in 2024); large 53.1%, SMEs 15.7%

ISTAT
20%

in the EU

Eurostat
€1.8 bn

AI market in Italy in 2025, +50%

Osservatori PoliMi
47%survey

of Italian workers use AI at work

Osservatori PoliMi
NEEDS
  • trade secrets, designs and bids that must not end up on third-party servers
  • predictable costs rather than pay-per-use
  • integration with ERP and email
PROCESSES WHERE ON-SITE AI HELPS
  • review of contracts and NDAs — lawyers estimate 190 hours saved per year each
  • search across technical manuals and quality procedures
  • preparation of bids and tenders
  • transcription of meetings and call centers
RECOMMENDED SIZE

Edge or D1 for an SME, D2 for an industrial group.

See the product range
ALSO FOR

Where the network does not reach.

The same architecture serves humanitarian operations, civil protection and research in remote places.

05 / 07

Humanitarian and cooperation

Where aid is most needed, both power and connectivity are often missing.

135 m

people in need of aid across 50 countries, 2026 UN appeal of $33 bn

OCHA
117.8 m

forcibly displaced at the end of 2025

UNHCR
~1 bn

people served by health facilities without reliable electricity; in sub-Saharan Africa only 40% have reliable power

OMS
730 m

people without electricity, 8 in 10 in sub-Saharan Africa

IEA
63%

of the African population does not use mobile internet

GSMA 2026
NEEDS
  • own energy
  • offline operation
  • data of vulnerable people that must not leave the country
  • local languages
PROCESSES WHERE ON-SITE AI HELPS
  • offline clinical support in field clinics
  • translation and transcription of interviews
  • beneficiary registration without sending data abroad
  • needs assessment reports
RECOMMENDED SIZE

Edge for an outpost, D1 for a field hospital or camp.

See the product range
06 / 07

Civil protection

When a disaster strikes, the first thing to fall is the power grid, and with it connectivity.

358

natural disasters in 2025, 110 million people affected, $169.7 bn in damages

EM-DAT
94.5%

of Italian municipalities at hydrogeological risk, 5.7 million people exposed to landslides

ISPRA
54%

of cellular antennas in North Carolina out of service during Hurricane Helene (USA, 2024), mostly for lack of power

FCC, Hurricane Helene
NEEDS
  • systems that work without a network
  • portability
  • rapid startup
PROCESSES WHERE ON-SITE AI HELPS
  • synthesis of field reports and radio communications
  • on-site analysis of drone and satellite imagery
  • situation reports
  • consultation of plans and procedures without a connection
RECOMMENDED SIZE

Portable Edge, D1 for an operations center.

See the product range
07 / 07

Research and agriculture

Those producing food and data in remote places need computing where they are.

608 m+

family farms worldwide, 5 in 6 under 2 hectares

FAO
49.3%

of employment in sub-Saharan Africa is agricultural

ILO / Banca Mondiale
+25%

yield for wheat and rice with digital agronomic advice in Ethiopia, Nigeria and Mali

Brookings 2025
~91 PB

of Copernicus data online

Copernicus Data Space
NEEDS
  • advice in the local language and by voice
  • photo diagnosis without internet
  • process satellite imagery locally instead of downloading it
PROCESSES WHERE ON-SITE AI HELPS
  • voice agronomic advice
  • plant disease recognition
  • satellite analysis of crops and drought
  • remote research stations
RECOMMENDED SIZE

Edge for a cooperative, D1 for a research center.

See the product range
08 / FAQ

Questions about sectors.

01Which sector uses on-site AI the most?+

Healthcare and the public sector, because they handle data that by law must not leave.

02Do you need large volumes to justify a system?+

No: the Edge size serves a small organization; the size is chosen by the number of users and the processes.

03Where do the figures come from?+

From public sources cited next to each figure; we update them every quarter.