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Use case

Client & Patient Intake

Intake is where growth meets friction: referrals and applications arrive as PDFs and faxes, get keyed by hand, bounce for missing information, and queue for days before work begins.

What can be automated in client & patient intake? With current AI and integration tooling: extraction from referrals/applications into structured fields; completeness checks with automatic gap-chasing; eligibility and rule checks at arrival; routing with priority and summary attached. What should remain under human control: acceptance decisions and clinical/professional judgment; exception cases and sensitive situations; final verification before onboarding commitments. Olyra implements this with confidence scoring, audit logging, and human-review gates matched to risk.

The manual reality

What this work looks like today

Who does it

Intake coordinators, admissions teams, new-business staff — plus the professionals waiting on them.

Typical systems

Fax and email, portals, EHR/CRM/practice systems, eligibility services, spreadsheets tracking status.

The cost

Measured before we touch anything: Intake-to-start time · Touches per case · Incomplete-at-appointment rate

What changes

What gets automated — and what stays human

Automated (with logging):

  • Extraction from referrals/applications into structured fields
  • Completeness checks with automatic gap-chasing
  • Eligibility and rule checks at arrival
  • Routing with priority and summary attached

Stays under human control:

  • Acceptance decisions and clinical/professional judgment
  • Exception cases and sensitive situations
  • Final verification before onboarding commitments
Measurement & governance

How value and risk are managed

Measure

What we baseline and track

Intake-to-start time · Touches per case · Incomplete-at-appointment rate · Backlog age

Governance

Risks designed for

PHI/PII handled within your compliance framework; human review mandatory on clinical-adjacent steps; audit trail per case.

Typical implementation path: One intake stream piloted on historical cases; measured against the same month last year. Implementation follows the Olyra 120: pilot on real historical volume, parallel run, then measured cutover.

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