Use Case

Improving provider follow-through on clinical insights

Nudge helps clinicians act quickly on AI-driven insights, close care gaps, and improve documentation accuracy.

Challenge

Insights without action

Clinical AI tools generate more actionable insights than ever, but they only create value when providers act on them. Busy clinicians miss alerts buried in inboxes or deprioritize non-urgent flags.

Operations teams end up chasing providers manually, creating friction on both sides. Without a reliable feedback loop, it is impossible to know which insights are being acted on and which are falling through the cracks.

96%

Clinical alerts overridden by providers

Up to 96% of clinical decision support alerts are overridden by providers, largely due to alert fatigue from poorly targeted notifications.

Journal of the American Medical Informatics Association, 2023

30%

Care gaps remain open after initial flag

An estimated 30% of flagged care gaps remain unaddressed after initial notification, often due to competing clinical priorities and manual follow-up burden.

Health Affairs, 2024

<50%

AI-generated insights acted on by providers

Less than half of AI-generated clinical insights are acted on within the recommended timeframe, primarily due to workflow integration gaps.

Nature Medicine, 2024

Solution

How Nudge helps

Automated provider engagement that turns clinical insights into completed actions.

Timely delivery

Focused prompts via the channel providers actually check.

Automated escalation

Follow-up sequences if no action is taken within a defined window.

Gap closure tracking

See which insight types get acted on quickly and which need changes.

Custom branding

Nudges come from your organization, maintaining provider trust.

Workflow

From insight to action

A closed-loop workflow that ensures every clinical flag gets a response.

Step 1

Trigger

Clinical AI flags a suspected diagnosis or documentation gap.

Step 2

Initial Nudge

Provider receives patient context, AI finding, and recommended action.

Step 3

Follow-up

Second Nudge with supporting rationale if no response within 48 hours.

Step 4

Escalation

Operations team or clinical lead notified after defined period.

Step 5

Closure tracking

Outcome logged and fed back to the Insights dashboard.

Outcomes

Expected outcomes

Get in touch

Increase follow-through

Close care gaps without adding manual operations burden.

Reduce time-to-action

Faster response on suspected diagnoses and documentation gaps.

Improve provider satisfaction

Replace disruptive chase calls with concise, well-timed Nudges.

Strengthen AI ROI

Ensure insights translate into completed actions.

Next up

Let's talk

Get in touch