Outcomes
Is AI creating value, and is it governed? Two questions, two ledgers. Governance metrics are computed from the decision stream and receipts; business-value measurements are per workflow and labelled by method. Nexus does not blend them into a single trust score — a number that hides an open hold or a blocked PHI request is worse than none.
Governance · computed from decisions and receipts
Business value · synthetic workflow measurements
Per workflow, with the method and period. These are synthetic demonstration measurements for Lakeview, not customer results.
| Workflow · agent | Metric | Now | Baseline | Method · period | Provenance |
|---|---|---|---|---|---|
| inpatient-dischargeDischarge Summary Assistant | Clinician minutes per discharge summary | 11 min | 24 min | Timed draft-to-signature on synthetic charts · Pilot weeks 1–4 | synthetic demo |
| inpatient-dischargeDischarge Summary Assistant | Summaries signed within 24 h of discharge | 91% | 68% | Record timestamps, synthetic cohort · Pilot weeks 1–4 | synthetic demo |
| workforce-schedulingScheduling Optimizer | Schedule proposal turnaround | 2 h | 2 days | Request-to-draft elapsed time · Last 30 days | synthetic demo |
| workforce-schedulingScheduling Optimizer | Unfilled shifts per week | 6 | 14 | Staffing system counts · Last 30 days | synthetic demo |
| daily-intelligence-briefNexus Intelligence Analyst | Analyst hours per weekly brief | 1.5 h | 6 h | Timesheet, review time only · Last 8 weeks | synthetic demo |
| administrative-correspondenceStaff Drafting Assistant | Consumer-chatbot sessions on clinical subnets | 0 | ~40 / week | Proxy logs after the block and the sanctioned path · Last 3 weeks | synthetic demo |
Alice on this site runs over the synthetic Lakeview General Hospital environment. Verdicts, checks, and receipts are computed by the Nexus decision engine on synthetic requests; nothing here is a customer, a patient, or a production deployment. Signed-in organizations see their own agents, decisions, and receipts.