Passive AI monitoring for independent living

Earlier visibility for discharge, community, and preventative NHS pathways.

Enhanced Day helps NHS and community teams identify meaningful change in daily living earlier — without cameras, wearables, or disruption to life at home.

Designed for discharge support, waiting well, community follow-up, neighbourhood health, and preventative care models where earlier visibility, monitor station access, and patient dashboards may help teams prioritise better, act sooner, support safer discharge, and support people recovering at home.

A calmer, earlier way to spot change between contacts, visits, and reviews

Designed for pathways that need earlier visibility while people wait for assessment, return home after discharge, or receive support in the community.

Patient dashboards
Review each patient individually and gain earlier visibility of meaningful change at home.
Monitor station
Oversee multiple patients across a pathway and help identify who may need earlier follow-up or review.
Enhanced Day monitored support
Where needed, we can help monitor and highlight key patients who may deserve earlier attention from your team.

Where it can fit in NHS pathways

Enhanced Day is not intended to replace clinical judgement or direct care. It is designed to provide earlier visibility of meaningful change in day-to-day living patterns, helping teams decide when a check-in, review, or intervention may be appropriate.

Discharge and step-down support

Helps maintain earlier visibility when people return home after a hospital stay, especially where there is concern about deterioration, reduced activity, or loss of routine.

Community and neighbourhood teams

Supports better prioritisation by surfacing change that may help indicate when earlier follow-up could be useful.

Preventative and long-term condition pathways

Offers a privacy-first way to support independence at home while helping services move from reactive response to earlier awareness.

Why this matters for NHS teams

Many of the earliest signs that someone may be struggling appear first in behaviour and routine rather than in formal escalation. Reduced movement, missed routines, and quieter patterns at home can all matter before a crisis event occurs.

What it helps with

  • Earlier visibility between planned contacts
  • Dashboard visibility for each patient
  • Better prioritisation for community follow-up
  • Optional support to highlight key patients who may need attention

What it does not do

  • It does not provide diagnosis
  • It does not replace clinical assessment
  • It does not use cameras, microphones, or wearables
  • It does not remove the need for professional judgement

Example pathway scenario

A simple example of how earlier behavioural visibility can support better prioritisation and earlier intervention after discharge or between community contacts.

Illustrative example

A patient returns home after discharge and routine begins to fall away

A patient is discharged home following treatment. Over the next several days, the usual signs of daily living begin to reduce: kitchen activity weakens, movement is less frequent, and the overall pattern at home becomes quieter than expected.

1. Normal routine is learned The system understands what daily living generally looks like in that home.
2. Sustained change is surfaced Reduced activity and missed routine signals are highlighted earlier.
3. The team gains earlier visibility The change can inform whether a follow-up call, welfare check, review, or earlier community response may be useful.
4. Intervention can happen sooner Support can be better prioritised before the situation escalates further.

Why this matters

The goal is not surveillance. It is earlier awareness that may help services act sooner, use resources more effectively, and support people to remain independent at home for longer.

NHS and integrated care pilot discussions

We are interested in working with NHS, community, and integrated care partners — including Integrated Care Systems (ICS) and Integrated Care Boards (ICB) — who want to explore how passive, privacy-first behavioural insight, patient dashboards, and monitor station visibility may support waiting well, safer discharge, recovering at home, community prioritisation, neighbourhood health, and preventative care at home.

Potential pilot themes

  • Discharge and step-down pathways
  • Waiting well and assessment support pathways
  • Community frailty and neighbourhood support models
  • Independent living and avoidable escalation reduction
  • Earlier awareness between planned contacts
  • Monitor station and dashboard-led pilots
  • Integrated Care System (ICS) and Integrated Care Board (ICB) pathway pilots

Discuss an NHS pilot

If you would like to explore pilot design, pathway fit, monitor station use, dashboard access, or partnership discussion with an Integrated Care System (ICS) or Integrated Care Board (ICB), please get in touch.