One in three NHS staff have never reported a patient safety incident (Mahajan et al., Cureus, 2025). A further 41% have missed opportunities to report.

Before drawing any conclusions about culture or commitment, it is worth asking why. These are the same staff working on understaffed wards, finishing late, and navigating reporting systems that were not designed around their workflow.

The problem is not the person. The problem is the system.

Why staff stop reporting

Research by Mahajan et al. (Cureus, 2025) found that completing a single incident report takes most NHS staff at least ten minutes — a significant ask for a team already running at capacity. Complex, poorly structured forms ask for information that requires cross-referencing records staff no longer have open. The path of least resistance is to not report at all.

The second barrier is arguably more damaging. The NHS Staff Survey 2024 found that 38.7% of staff do not receive any feedback about changes made following reported incidents. When reporting feels like it disappears into a void, rational people stop doing it.

The scale of this disconnect is striking. 86% of NHS staff say their organization encourages reporting — yet only 61.8% feel safe to speak up about concerns (NHS Staff Survey 2024). That gap is where under-reporting lives.

What under-reporting actually costs

Under-reporting is not just a compliance gap. It is a patient safety risk.

Near-misses and low-harm incidents are the leading indicators of serious harm — the events that reveal systemic vulnerabilities before catastrophic failures accumulate. They are also the events most likely to disappear when forms are too burdensome to complete.

When they go unrecorded, patient safety teams are making prioritization decisions, PSIRF planning decisions, and board assurance decisions on a fraction of what is actually happening. PSIRF's entire premise — proactive, intelligence-driven safety management — depends on data that reflects reality. Under-reporting means it doesn't.

What AI changes at both ends of the problem

AI form-fill assistance will address the form burden directly. Rather than presenting staff with a blank, complex form, context-aware recommendations will guide accurate completion in real time — reducing form completion time by 80% (Ideagen Healthcare Guardian AI capability data). The barrier drops, and reporting rates follow. AI form-fill assistance is designed to deliver a 200% increase in near-miss reporting (Ideagen Healthcare Guardian AI capability data) — not because staff become more motivated, but because the friction that was stopping them has been removed.

At the review end, intelligent summarization will reduce incident review times from up to 20 minutes to just 2 minutes (Ideagen Healthcare Guardian AI capability data). That speed means actions are generated and communicated to staff faster.

When staff see that their reports lead to visible, timely change, the feedback loop that sustains a genuine reporting culture can actually function.

Closing the loop on patient safety

A trust that reports more, more accurately, and closes the loop with its staff is a trust that can genuinely learn from what is happening — not just from the fraction that makes it into the system.

Ideagen Healthcare Guardian is an AI-enabled patient safety solution built to make this possible — removing the structural barriers to reporting and turning faster review into faster action.