Hospital Management Software (HIS) with Claude

Billing is the part that decides whether staff adopt the system. TPA claims, package rates and concession approvals are where the real complexity sits, and generic billing modules rarely survive contact with it.

Claude is strongest at sustained reasoning over long documents, careful tool use, and a low rate of confident errors. For hospital management software (his) that matters because the failure modes of this kind of system tend to cluster exactly there.

The honest trade-off: for very high-volume classification or extraction, a smaller model is cheaper at indistinguishable quality. We say that up front because a stack chosen for fashion rather than fit becomes someone's migration project two years later. We build the smallest thing that proves the case, put it in front of real users, and expand only what earns its keep.

We hand over with runbooks, tests and a team that knows how it works, not a dependency.