Med-Pass Exception Analyzer
Which medication-administration exceptions need review? Would group documented late, missed, refused, or otherwise exceptional administrations from the designated authoritative MAR for nursing review.
Designed · not built or operator-validated · as of November 8, 2026
How it is designed
- Inputs it would read
- Authoritative MAR exceptions, medication orders, documented reasons, timing rules.
- What it would produce
- A nurse-review queue with source references and unresolved discrepancies.
- Accountable owner
- Director of nursing and authorized medication clinician
- What it never does
- Does not change orders or write the MAR; alongside an incumbent eMAR, reads one direction only.
- Gate before any claim changes
- One authoritative MAR per community, clinical safety review, and validated exception mapping.
Questions executives ask
Is the Med-Pass Exception Analyzer available today?
No. The Med-Pass Exception Analyzer is designed and has not been built or validated with an operator as of November 8, 2026.
Can the Med-Pass Exception Analyzer make decisions?
No. Does not change orders or write the MAR; alongside an incumbent eMAR, reads one direction only. The operator defines what information governs and separately authorizes any action; model confidence never creates authority.
Is operator data used to train it?
No. Operator, resident and workforce data are not authorized for model training or fine-tuning, and there is no cross-operator training.
Other clinical, risk & compliance agents
Every agent starts after the record is governed
The first step is a bounded proof on one operator’s authorized historical files: one contested occupancy figure, reconciled and approved by the operator.
Explore the Founding Operator ProgramGoverning Agentic AI in Senior Housing & Care
Illustrative framework · 2-page PDF · Design commitments, not demonstrated deployment.