LOOMAL
AI Patient Intake

Patient onboarding
before they walk in.

Patient intake clogs the front desk. Forms get printed, scanned, mistyped, lost. A Loomal agent owns the intake conversation by email, gathers the right info, verifies insurance, and books the first visit — with every action audited against an identity HIPAA can defend.

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API Primitives used

mail_send

Reach out to new patients

Welcome message goes from a real clinic identity with the intake form, insurance fields, and first-visit prep.

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Catch the response

Patient replies with the form. extractedText feeds clean data into the intake workflow without OCR brittleness.

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Book the visit

Once intake is complete, agent books the first appointment on the right provider's calendar with full context.

Intake is a paper-era workflow.

Patient intake still runs on paper forms in 2025. Patients show up early to fill them out, the front desk types the answers into the EMR, and 30 minutes of clinic time evaporates per new patient. Multiply across a busy clinic and intake alone consumes a full FTE that should be doing patient care.

An agent fronts the entire workflow over email. The patient gets the intake form before they ever arrive, the data lands clean in the clinic system, and the visit starts on time. The front desk gets back to the work that needs them in person.

How to build it.

01mail_send

Send the intake email

Agent reaches out the moment a new patient is referred or self-schedules, with the intake form and insurance fields.

02mail_list_messages

Collect the response

Agent reads the reply, validates required fields, and chases anything missing in-thread.

03calendar_create

Book the visit

Once intake is complete, agent finds the right provider slot and books the appointment.

Example prompt

For every new patient referral, send the intake form, validate insurance against our covered list, and book a first visit with the matching provider — all from my clinic agent address.

What clinics build.

Self-scheduled intake

Agent runs intake for self-scheduled patients before they arrive, eliminating front-desk bottleneck.

Referral handoffs

Referrals from partner clinics trigger an intake email with the right context and provider routing.

Insurance verification

Agent reads insurance details, checks against covered carriers, and flags ineligibility before booking.

Multi-language intake

Different patient populations get intake in their language from regional clinic identities.

Pre-visit prep

Agent sends visit-specific prep instructions based on the appointment type.

Why intake needs a defensible identity.

Healthcare workflows need provable identity for every system that touches patient data. HIPAA mandates unique user identification — and most AI integrations skirt the requirement by using a shared technical account. That's exactly the thing a regulator will flag.

Loomal gives the intake agent its own identity with a full delegation chain back to the clinician who authorized it. Every email, every read, every booking is logged against an identifiable agent. The clinic gets automation; HIPAA gets the attribution it requires.

Patient data scoped

Intake responses live in the clinic identity's inbox, not a third-party form vendor.

HIPAA-grade audit

Every action is logged with the agent identity and human delegation — defensible attribution.

Identity-scoped access

Each clinic or specialty can run on its own agent identity with isolated patient data.

Related use cases

Modernize patient intake.

Real inbox, real calendar, HIPAA-aware identity.