Every provider, fully prepared, before every appointment.
Clarity Vista unifies fragmented lab records across the EHR into one trusted view so providers walk in knowing exactly what's done, without hunting through charts.
Hospitals Are Running Out of Margin for Error
2025 to 2026 hospital finance data makes operational efficiency tools urgent. Meanwhile, fragmented lab records waste clinical time on every appointment.
Thin Margins
Hospitals closed 2025 with a median 1.3% operating margin. In January 2026, the median fell to negative 0.6%. Operational waste is now a survival issue, not just a workflow complaint.
$48.4B Revenue Leaked
Net revenue leakage spiked from $38.6B to $48.4B in a single year, driven by denials, admin friction, and missed billing opportunities.
10 to 15 Min Lab Hunting
Providers spend 10 to 15 minutes per patient hunting labs across overview notes, outside facilities, external partners, and media because lab data lives everywhere on the EHR and nowhere in one place.
Labs Aren't Unified. Providers Rely on Memory.
Every source documents labs differently on the EHR, and none of them feed information to each other. At 20 patients per day, 10 to 15 minutes of lab hunting per visit adds up to 3+ clinical hours lost daily. Time that should go to patients, not chart archaeology.
A Unified Lab Record for Every Appointment
Clarity Vista reconciles fragmented lab data into one canonical view so every provider is fully prepared before every patient walk-in.
1,000+ Hours Returned Per Provider
Eliminate 10 to 15 min of lab hunting per patient. At 20 patients per day, 3+ clinical hours per day are returned to care.
What's True, Not Just What's in the Chart
One trusted view. Every source unified. Providers walk in knowing exactly what's done.
No Epic Plugin. No 18 Month IT Lift.
Built for any system. No plugin. No IT overhaul. Simple data export from Epic, Cerner, or Meditech.
Pre-Appointment Dashboard
Clean unified lab status delivered before every visit. The appointment readiness layer no one else owns.
How It Works
Three steps from fragmented EHR exports to appointment-ready lab clarity.
Ingest
Hospital exports EHR data from Epic, Cerner, or Meditech into our secure pipeline with no integration required.
Reconcile
Engine maps 250,000+ lab variants to canonical IDs and merges records across all sources, including scanned media.
Surface
Clean unified lab status delivered as a pre-appointment dashboard before every visit.
About Me
I'm building Clarity Vista so every provider walks into every appointment knowing exactly what's done.
Alexandra Collins
Founder & CEO
Computer scientist specializing in AI and management. Built and led a lab reconciliation project to unify fragmented records across clinical systems. Personal mission driven by multiple TBIs and firsthand experience with what missed labs do to patient care. Previously founded an international non-profit and passed federal legislation regulating cancer-causing pollution.