Case Studies

Real Workflows.
Measurable Outcomes.

A look at how Veyra approaches automation in financial services and healthcare operations — from discovery to human-in-the-loop review.

Healthcare clinic reception with patient intake paperwork
Healthcare

Patient Intake Automation

A multispecialty clinic was drowning in referral paperwork. Front-desk staff manually re-entered insurance details, referral forms, and demographic data into the EHR — with errors slipping through to billing.

1
Discovery — mapped the intake journey from referral capture to first appointment.
2
Automation — built an intake pipeline that captures referral data, validates insurance details, and routes patients to the right care team.
3
Human review — every patient record lands in a review queue before being written to the EHR. Nothing ships without approval.
~80% Front-desk data entry reduced
100% Intake steps audit-logged
Financial analyst reviewing invoices and payment reports
Financial Services

Invoice Reconciliation Pipeline

An accounting firm spent two days a month reconciling invoices against payments across QuickBooks and a payment processor. Discrepancies were caught late, and the close process was a scramble.

1
Discovery — mapped the reconciliation flow and the root causes of mismatch.
2
Automation — built a reconciliation pipeline that matches invoices to payments and flags discrepancies by reason.
3
Human review — flagged items appear in a review queue; matched items are ready for audit export.
2 days → 1 hour Monthly reconciliation time
0 Unflagged mismatches at close

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