MedRecCue

MedRecCue is a web app (with optional tablet mode) that helps hospitals and clinics perform medication reconciliation faster and with fewer errors by automatically assembling a “best possible med list” from messy sources. It ingests EHR medication history plus external pharmacy fill data and patient-reported meds, then flags high-risk discrepancies (duplicate therapies, dose mismatches, dangerous interactions, renal dosing issues) with a short, evidence-linked rationale. The UI is built for speed: one screen, one-click accept/reject, and a clear audit trail for compliance. This is an AI + traditional rules combination: deterministic clinical rules handle safety-critical checks, while an LLM assists with normalization (brand/generic mapping, sig parsing) and generates concise, clinician-friendly explanations. Reality check: integration and data access are the hard part; without strong EHR connectivity and pharmacy data, it’s just another list app.