AI Automation · Use Case

AI Workflow Automation

An AI agent triaging a medical information inbox the moment each patient inquiry arrives — routine questions answered from a pre-approved FAQ library, serious reports reviewed by a human within 48 hours, and critical emails escalated within 24.

Human-in-the-loop24h critical safeguardPre-approved FAQ library
Case Study

We automated a medical information inbox — every patient inquiry triaged by severity in seconds, with a human in the loop for anything serious.

The Workflow

Every inquiry read, scored and routed on arrival

Live simulation of a real client build. Inquiry content is masked for confidentiality.

Medical information inbox — AI triage

Every inquiry read, scored and routed on arrival

Live triage
Incoming24/7

Being read by the AI agent…

Waiting — patient inquiry

Waiting — patient inquiry

AI triage agent
Scores severity on arrival
Matches preset FAQ criteria
Flags adverse events & risks
Adverse event — human review

Nothing is sent to a patient without a defined safeguard

Routed by severity
Routine · FAQ
Rapid reply

Response drafted from the pre-approved FAQ library

2 routed
Serious — human in the loop
< 48 hrs

Adverse events & serious reports — a human must review and send a structured response

1 routed
Critical — escalation safeguard
< 24 hrs

Escalated straight up the chain for senior review and response

0 routed
Triage on arrival
24/7
Critical response
< 24 hrs
Serious response
< 48 hrs
Human oversight
Built in
Challenge
Challenge

Patient inquiries arrived into one shared medical information inbox and were sorted by hand across several roles. Serious reports could sit behind routine questions, response times were inconsistent, and the team spent hours every day just working out what needed attention first.

Solution
Solution

An AI agent now reads and scores every email the moment it arrives. Routine questions get replies drafted from a pre-approved FAQ library. Anything matching serious criteria — such as adverse event reports — goes to a human, who must review and send a structured response within 48 hours. Critical emails trigger a further safeguard: escalation straight up the chain, with a response inside 24 hours.

Outcome
Outcome

Faster, more consistent service for patients — routine questions answered quickly, and high-priority emails guaranteed immediate attention. The team stopped sorting an inbox and started overseeing a workflow, with humans in the loop exactly where they matter.

Built-in Safeguards

Automation with safeguards built in

In a medical information setting, speed is only half the job. The workflow was designed so the AI accelerates the routine — and escalates the serious.

Severity triage on arrival

Every inquiry is read and scored the moment it lands — routine, serious or critical — so nothing waits in an unsorted pile.

Pre-approved FAQ replies

Routine questions are answered with responses drafted from a preset, pre-approved FAQ library — quick for patients, consistent for the team.

Human in the loop

Serious inquiries — including adverse event reports — must be reviewed by a human, who provides a structured response within 48 hours.

Critical escalation safeguard

Anything critical is escalated straight up the chain with a 24-hour response safeguard, so the most urgent emails get immediate senior attention.

Want this built for your team?

Book a 30-minute discovery call. We'll look at the workflows your team runs by hand today and show you what a safeguarded, AI-automated version could do — at no cost and no commitment.

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No commitment. 30 minutes.