Capability map · first edition

The prevention technology landscape, mapped to the ward.

108 hardware products, software platforms, AI use cases and studies across six domains, each classified and linked to its source. Explore what exists, how mature it is, and what the Clinical AI Lab can build on.

108 of 108 shown

108 ITEMS MAPPED

Commercial or guidanceResearchPilotInner to outer ring: research → AI → software → hardwareTap a dot · click a domain to focus

Independent landscape compiled from public sources. No endorsement, no paid placement. Vendor-reported figures are labelled as such. First edition, 11 October 2026.

At a glance

What the first edition shows.

Hardware and research dominate; AI is mostly in pilots and studies. That gap, between promising evidence and tools that run on a ward, is where the Clinical AI Lab works.

Items by domain and type

Water 18
Air 18
Surfaces 18
Devices 18
Hands 18
Surveillance 18

HardwareSoftwareAI use caseResearch

Maturity

  • 0Commercial
  • 0Pilot
  • 0Research
  • 0Guidance

Commercial means available to buy today. Pilot means deployed in a limited setting.

How it was built

Desk research in October 2026 across six domains. Every item was checked against a public source before inclusion. The underlying research database is maintained in a spreadsheet and the map is refreshed with each edition.

Know something we missed?

Suggestions for the next edition are welcome, from hospitals, researchers and companies alike.

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