Pragmatic AI

More cases. Room to grow.

Every new referral, claim, booking or bill adds admin. Together, we can help routine cases finish themselves so your team has more time for customers. These illustrative examples show where we could start. You decide what stays with a person.

Medical billing bureaus

Take on more hospital work with the team you have. Routine accounts can move from theatre list to payment reminder, leaving your people time for unusual items and the calls that need them.

What arrives
A theatre list and anaesthetic record arrive with patient and fund details for a day procedure.
What the engine could check
The engine could match the patient records, check the documented procedure against the fee schedule and prepare the account for review.
Where your people make the difference
The anaesthetic record is missing an end time. A billing officer receives the incomplete record and asks the clinician to confirm it before the account proceeds.

Day hospitals and clinics

Make room for more bookings and more time with patients. Routine admission checks and instructions can finish before arrival, while your team handles the patients who need extra attention.

What arrives
An online admission form arrives alongside a cataract surgery booking, referral and health fund details.
What the engine could check
The engine could match the booking and referral, flag missing admission fields and prepare the clinic's approved arrival information.
Where your people make the difference
The form lists an anticoagulant. A pre-admission nurse receives the medication flag to arrange clinical review before instructions are sent.

Plan managers and care providers

Support more clients without adding the same volume of admin. Routine invoices and service records can be checked against service agreements and each client's plan, giving your people more time for care and questions.

What arrives
A provider invoice for a community access visit arrives with a service record and the participant's service agreement.
What the engine could check
The engine could match the participant, support item, visit date and recorded duration, then check for a duplicate invoice.
Where your people make the difference
The billed duration differs from the service record. A plan manager receives both entries and asks the provider to resolve the mismatch before payment.

Your next stage of growth starts here.

Whatever your industry, we learn your business over days or weeks, depending on your business. We sit with your team, watch the work and map every case type, step, workaround and exception. We start with small wins found along the way, delivering and measuring each one before and after without waiting for the whole map. We prove each improvement on real cases before going further. When the results show it is worth it, we transform the company, with the case engine running across your workflows. If it is not applicable, we say so honestly.

Give your team room for more.

Tell us how work arrives. We’ll explore where to begin learning with your team, then let measured results guide how far we go.