SCFL-H Recoverability Audit: A Governance-Grade Early-Intervention Capability for Hospital Systems

# Zenodo Description SCFL-H is a governance-grade recoverability audit capability designed to help hospital systems identify instability early enough for meaningful intervention while stabilization capacity still exists. The framework is built around a core operational premise: In complex hospital systems, visible failure typically appears after recoverability conditions have already narrowed. By the time conventional dashboards, escalation pathways, staffing metrics, or financial indicators fully surface the problem, intervention options may already be materially constrained. SCFL-H is designed to evaluate those conditions earlier. Using existing institutional telemetry — including:- EHR throughput records,- staffing and scheduling data,- escalation metadata,- operational coordination logs,- service-line metrics,- and financial or infrastructure indicators where available — the framework performs a governance-grade recoverability audit intended to identify: - instability propagation pathways,- seam activation conditions,- intervention-capacity windows,- operational coordination degradation,- escalation latency,- and recoverability compressionbefore visible institutional degradation fully emerges. SCFL-H does not require:- new instrumentation,- replacement operational systems,- workflow disruption,- or deterministic predictive forecasting. Instead, it reconstructs and evaluates the institution’s existing operational record in order to determine whether actionable visibility conditions were already present within existing telemetry. The capability is intended to support:- earlier operational intervention,- stabilization prioritization,- governance visibility,- escalation review,- staffing and throughput assessment,- fiduciary oversight,- and institutional recoverability preservation. This release presents:- the SCFL-H recoverability audit structure,- governance-oriented audit methodology,- confidence and reporting architecture,- threshold and escalation frameworks,- C-suite governance scorecards,- and a demonstration engagement artifact (ERMC case). The framework distinguishes between:- demonstrated findings,- observed recurring conditions,- active hypotheses,- and areas currently under evaluation. SCFL-H is presented as:- a governance-grade audit capability,- an operational visibility methodology,- and an institutional recoverability assessment framework rather than as a deterministic predictive system or finalized universal science. Current retrospective engagement cohorts (2024–2026) suggest that:- Tier-1 instability conditions may become visible before conventional escalation pathways activate,- seam activation may precede visible operational collapse,- and measurable intervention-capacity windows may exist within existing telemetry before recoverability conditions become critically compressed. Findings are reported using:- pre-registered thresholds,- multi-stream telemetry agreement,- bounded confidence interpretation,- and governance-safe uncertainty reporting. The central question posed by SCFL-H is not whether instability eventually became visible. It is whether the institution still had meaningful stabilization capacity at the moment visibility emerged. This upload is intended as:- a governance-grade recoverability audit framework,- an institutional early-intervention capability,- and an operational stabilization methodology for hospital systems.