AI Lab Result Notifications

Why this matters

Patients anxiously wait for lab results with no proactive notification, leading to repeated phone calls that burden clinical staff. Email notifications help, but lab results contain Protected Health Information that must never appear in email subjects or body text. Balancing timely notification with HIPAA compliance requires careful message crafting.

How MultiMail solves this

MultiMail's AI agent drafts HIPAA-compliant notification emails that inform patients results are ready without including any PHI. With gated_all oversight, clinical staff reviews every message to verify no protected information has leaked into the email before it reaches the patient.

Receive Lab Result Event

When lab results are finalized in your LIS (Laboratory Information System), the event triggers MultiMail's AI agent with the patient's contact information and result status.

Draft PHI-Safe Notification

The AI composes a notification that tells the patient results are available without mentioning test names, values, or diagnoses. It directs the patient to the secure patient portal for details.

Clinical Staff Reviews

With gated_all, clinical staff verifies that no PHI appears in the subject line, body, or any other part of the email. This is mandatory for HIPAA compliance.

Send to Patient

Approved notifications are sent, directing patients to log in to their portal to view results. The email includes portal login instructions and help desk contact information.

Try it with your agent

Pick your platform, copy the prompt, and paste it to your AI agent — it sets up MultiMail and builds the whole flow. Nothing to fill in.

1. Get MultiMail ready: read https://multimail.dev/llms.txt, connect the MCP server, create a free inbox, and set up a verified sender. 2. In Epic, use Bridges to subscribe to outbound HL7 ORU result messages and trigger only when a lab result is final, corrected, or amended. 3. For each eligible result, look up the patient’s allowed email preference and draft a neutral notice saying results are ready in the patient portal or by contacting the clinic, with no test names, values, diagnoses, provider notes, attachments, or other PHI in the subject or body. 4. Send only one notification per result event, suppress duplicates, log the Epic message identifier, patient contact destination, draft text, and review status, and schedule a same-day reminder only if the clinic’s policy allows reminders. 5. Run this in MultiMail gated_send mode so clinical staff approves every email before release; ask me only for Epic interface credentials, clinic brand voice, portal wording, and the verified sender to go live.

What you get

HIPAA-Compliant by Design

The AI is trained to never include test names, values, or diagnoses in email. Gated_all review provides a second layer of PHI protection.

Reduced Phone Call Volume

Proactive notifications reduce "are my results ready?" phone calls by giving patients a timely heads-up to check their portal.

Patient Satisfaction

Patients appreciate timely notification instead of waiting days to learn results are available. It reduces anxiety and improves the care experience.

Clinical Staff Oversight

Gated_all ensures clinical staff reviews every notification, catching any edge case where PHI might inadvertently appear in the message.

Recommended oversight mode

Recommended

gated_all

Lab result notifications involve HIPAA-protected health information. Even though the email itself should contain no PHI, gated_all provides mandatory clinical review of every message to ensure no protected information has leaked into the subject or body. The regulatory risk of a PHI exposure demands maximum oversight.

Common questions

Why can't the email include the test name or results?

Email is not a secure channel under HIPAA. PHI including test names, values, and diagnoses must only be accessed through authenticated, encrypted channels like a patient portal. The notification email simply tells the patient to log in.

Why gated_all instead of autonomous for templated notifications?

Despite being templated, the stakes of accidentally including PHI are too high. A HIPAA breach can result in fines up to $1.5M per violation. Gated_all ensures clinical staff verifies every notification before delivery, even if the template is standardized.

What if the patient doesn't have a portal account?

Include portal registration instructions and help desk contact information in the notification. The AI can detect which patients lack portal accounts and include setup instructions in their notification.

Can I differentiate between normal and critical results?

Be careful — differentiating by urgency could itself reveal PHI. A message saying "urgent results" implies a medical concern. Most healthcare organizations use a single generic notification template for all result types to avoid this issue.

HIPAA-Compliant Lab Result Notifications

Why this matters

How MultiMail solves this

Receive Lab Result Event

Draft PHI-Safe Notification

Clinical Staff Reviews

Send to Patient

Try it with your agent

What you get

HIPAA-Compliant by Design

Reduced Phone Call Volume

Patient Satisfaction

Clinical Staff Oversight

Recommended oversight mode

Common questions

Explore more use cases

The only agent email with a verifiable sender

HIPAA-Compliant Lab Result Notifications

Why this matters

How MultiMail solves this

Receive Lab Result Event

Draft PHI-Safe Notification

Clinical Staff Reviews

Send to Patient

Try it with your agent

What you get

HIPAA-Compliant by Design

Reduced Phone Call Volume

Patient Satisfaction

Clinical Staff Oversight

Recommended oversight mode

Common questions

Explore more use cases

Appointment Reminders

Prescription Refill Alerts

The only agent email with a verifiable sender