Revenue cycle operations
Reconciliation, follow-up tasks, work queues, and exception handling executed against existing RCM systems.
Technical domain
Buffaly in healthcare operations.
Healthcare administrative workflows are where Buffaly's runtime boundaries are easiest to see: language models interpret variable input, typed actions invoke real systems, sensitive values remain behind runtime handles, and execution produces a reviewable record.
Workflow surface
Administrative work connected to real systems.
Insurance and eligibility
Coverage checks, staged results, exception routing, and recorded evidence for downstream review.
EOB and remittance handling
Inbound remittance normalization, field resolution, and high-volume exception workflows.
Patient intake and data staging
Inbound patient data resolution and preparation for downstream clinical and administrative systems.
Runtime boundaries
The model does not hold the workflow together.
Typed execution
The model selects explicit actions; native implementations validate inputs and perform the operation.
Protected values
PHI, credentials, and operational records can remain in trusted runtime memory and source systems.
Grounded rules
Policies and domain logic live in typed contracts, ontology, schemas, and existing code.
Execution history
Inputs, selected actions, outputs, and exceptions remain available for operational review.