Clinical compliance monitoring
Continuous monitoring of protocol adherence, with reporting for regulators and boards — because compliance measured by sampling a ward for an hour changes behaviour while you watch.
What continuous compliance monitoring needs
Continuous protocol monitoring
Adherence measured constantly and passively, producing a population of observations rather than a sample taken at a moment somebody chose.
Hand hygiene and infection control
Sensor-based observation of hygiene events at the point of care, which is the best-established use of this approach and the one with clearest clinical evidence behind it.
Behavioural nudging
Immediate, quiet feedback at the moment of the missed action, which changes behaviour far more reliably than a monthly report does.
Ward and team dashboards
Results shown at team level rather than individual level, because the aim is improvement and individual scoring reliably destroys cooperation.
Regulator and board reporting
Consistent measurement over time, which makes a trend defensible in a way that periodic audits are not.
Role-based access and logging
Tight control over who sees what granularity of data, with every access logged — a precondition for staff accepting the system at all.
Don’t see your challenge here? Talk to us about your project
An observer on the ward changes the thing being measured
Traditional compliance audit has two well-known weaknesses: the sample is small, and behaviour improves while the observer is present. The resulting number is reported with a confidence it does not deserve.
Passive, continuous measurement removes both problems and introduces a different one — trust. Getting that right is a design and governance question about granularity, anonymity and who sees the data, and it decides whether the system is used or resented.
- Passive capture
- No observer, so no observer effect.
- Team-level reporting
- Improvement focus, not individual scoring.
- Immediate feedback
- A nudge at the moment, not a monthly report.
- Trend defensible
- Consistent measurement over long periods.
- Access controlled
- Granularity limited by role and logged.
- Staff-accepted
- Governance agreed before deployment, not after.
A monitoring system for hygiene compliance at the point of care
The Sani Nudge monitoring system measures hygiene compliance continuously and nudges at the moment of the missed action rather than reporting it weeks later. The engineering is a sensor fleet and an event pipeline; the part that determines success is the reporting model and who is allowed to see what.
Common questions
Will staff accept being monitored?
That depends almost entirely on the governance, not the technology. Team-level rather than individual reporting, clear limits on access, and involving clinical staff in the design are what determine acceptance — and we would rather resolve that before deployment than after.
What can you actually measure reliably?
Events with a clear physical signature — hygiene actions, presence at a bedside, equipment use. We are explicit about what a sensor can and cannot infer, because overclaiming here damages trust permanently.
Does it integrate with our existing quality reporting?
Yes. The value of continuous measurement is largely in the trend, so it is most useful alongside your existing indicators rather than as a separate dashboard nobody opens.
Let's talk about your healthcare platform
Tell us where the friction sits in the pathway today and what the regulatory position requires. We will come back with an honest read on the integration work, the identity problem underneath it, and what a realistic first phase looks like.
