Healthcare

Clinical competency measurement that replaces checkbox compliance.

Hospital systems spend millions on training. Joint Commission asks “can your staff perform X?” The answer is a checkbox. QLM replaces that with calibrated, per-dimension measurement — so you know who can actually perform, who is drifting, and where intervention is needed before it matters.

170K+
Calibrated items
7
Competency dimensions
$2
/nurse/month monitoring
< 15 min
Per assessment
The problem

HIPAA training completed ≠ HIPAA competent.

Annual skills checklists do not equal verified capability. Clinical error rates don’t drop because completion rates go up. They drop when you can actually measure whether a nurse understands medication interactions, recognizes early sepsis, or can triage correctly under pressure.

Today, a 50,000-nurse hospital system has no psychometrically rigorous way to answer the question Joint Commission is really asking: “Can this person actually perform this procedure safely?”

The gap between “training completed” and “competency verified” is where patient safety incidents live. QLM closes that gap.

Checkbox compliance

Annual skills day: 8 hours of stations, paper checklists, pass/fail.

No measurement of whether the nurse retained anything two months later. No detection of competency drift. No per-dimension breakdown. Just a date and a signature.

Annual snapshots

Competency is measured once per year — if at all.

A nurse who was competent in January may have drifted by August. Annual snapshots cannot detect decay. By the time the next assessment cycle comes around, the gap has already caused harm.

No early warning

There is no system that alerts you before competency becomes a risk.

Incident reports are lagging indicators. QLM provides leading indicators: competency drift alerts, per-dimension decay detection, and intervention triggers before the incident happens.

How QLM works for healthcare

Measurement built for clinical reality.

Not a quiz platform with a healthcare skin. A measurement engine calibrated on clinical domains, delivering per-nurse, per-unit competency intelligence that your CNO can act on and your auditors can trust.

CLINICAL JUDGMENT MEDICATION SAFETY PROCEDURES PATIENT ASSESSMENT INFECTION CONTROL EMERGENCY RESPONSE PER-NURSE PROFILE
Nursing competency
Judgment, not just knowledge
Measures clinical decision-making under realistic conditions — not recall of textbook facts. Can this nurse recognize early sepsis and act correctly? That’s the question QLM answers.
Skill gap identification
Per-nurse, per-unit precision
“Unit 4B has 12 nurses below threshold in medication safety.” Not a unit average — individual profiles with specific dimensional gaps and recommended interventions.
Continuous monitoring
Decay detection between annual cycles
Competency doesn’t wait for your annual assessment cycle. QLM tracks continuously and alerts when a nurse’s competency score in any dimension drops below your threshold.
Compliance evidence
Joint Commission-ready documentation
When the surveyor asks “how do you know your nurses are competent?” — you hand them a dimensional competency report with confidence intervals, not a spreadsheet of checkboxes.
New hire baseline
Day 1 competency measurement
Before a new nurse touches a patient, know exactly where they stand across every clinical dimension. Targeted onboarding instead of one-size-fits-all orientation.
Cross-unit tracking
Skill transfer visibility
When a nurse floats from Med-Surg to ICU, what competency gaps emerge? QLM maps transferable competencies and surfaces the delta — so you can intervene before the shift starts.
THRESHOLD DRIFT ALERT HIGH MIN LOW JAN MAR MAY AUG OCT COMPETENCY DECAY DETECTION — MEDICATION SAFETY
Use cases

Every clinical context where competency matters.

From ICU to outpatient, from new grads to experienced specialists — QLM measures capability wherever the question “can this person perform?” has consequences.

Nursing competency
ICU, Med-Surg, OR, ED — each unit has specific competency requirements. QLM measures per-unit, per-nurse capability with dimensional profiles that show exactly where each nurse stands.
Medication administration safety
High-alert medications, dosage calculations, interaction awareness, administration routes. Measurement that goes beyond “passed the med math test” to verified capability under realistic conditions.
Clinical decision-making under pressure
Rapid assessment, triage prioritization, escalation judgment. Measures the decisions that matter when seconds count — not textbook recall, but applied clinical reasoning.
Regulatory compliance evidence
Joint Commission, CMS Conditions of Participation, state board requirements. Generate audit-ready evidence that your workforce meets competency standards — with dimensional detail and confidence intervals.
New grad transition-to-practice
Residency programs need to track competency progression. QLM provides a measurement baseline at program entry and continuous tracking through the transition year — so preceptors know exactly where to focus.
Travel nurse onboarding verification
A travel nurse arrives Monday, works the floor Tuesday. Credential verification confirms licensure — not competency. QLM provides a 15-minute competency baseline before the first patient assignment.
Return on investment

The math is obvious.

Annual skills days cost $50K+ per unit in lost productivity. QLM replaces them with continuous measurement at a fraction of the cost — and catches drift before it becomes a patient safety event.

COMPLIANCE EVIDENCE Competency Verified 7 dimensions measured · Confidence: 95% · Audit-ready Last assessed: continuous · Next alert: threshold-triggered
Metric Before QLM With QLM
Cost per unit $50K+/yr for annual skills days (staff time, logistics, coverage) $2/nurse/month continuous monitoring
Measurement frequency Annual competency check — one snapshot per year Real-time drift alerts, continuous dimensional tracking
What you know “Training completed” — a date and a checkbox “This nurse can/cannot perform X” with confidence intervals
Early warning None — incidents are the first signal of competency gaps Automated alerts when any dimension drops below threshold
Audit evidence Paper checklists, spreadsheets, scanned signatures Dimensional competency reports with statistical rigor
Pricing

Measurement that scales with your system.

From a single department pilot to a 50,000-nurse enterprise deployment. The engine is the same. The measurement compounds.

Monitoring
$2–5
/nurse/month
Continuous competency tracking with drift alerts. Per-nurse dimensional profiles. Automated threshold monitoring.
  • $2/mo — Standard monitoring + drift alerts
  • $3/mo — + Compliance evidence generation
  • $5/mo — + Full diagnostic + simulation
  • Volume pricing from $1/nurse/month at 10K+
Platform
$5,000
/month · up to 500 nurses
Full measurement engine. All clinical domains. Continuous monitoring, cognitive diagnosis, growth trajectories, and audit-ready compliance evidence.
  • Multi-dimensional assessment across clinical domains
  • Continuous monitoring for all enrolled nurses
  • Joint Commission evidence generation
  • Per-unit and per-nurse dashboards
  • API access + HRIS integration
  • Dedicated support (24h SLA)
Enterprise
Custom
Starting at $20K/month
Unlimited nurses. Dedicated infrastructure. HIPAA BAA. SSO/SAML. Custom clinical domains. White-label capability.
  • Unlimited monitoring headcount
  • HIPAA BAA + dedicated infrastructure
  • SSO / SAML integration
  • Custom clinical domain development
  • LMS / EHR integration support
  • Custom SLA (99.95%+)
Get started

See clinical competency measurement in action.

Pick a clinical domain. Answer 15 adaptive questions. See a dimensional competency profile with confidence intervals. No signup, no credit card, no sales call.

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