Continuous Monitoring

Know when competency decays — before it causes harm.

Annual assessments are snapshots. Competency decays between them. QLM monitoring measures continuously — detecting drift, triggering alerts, and generating evidence that your workforce can actually perform.

$2
/person/month standard
7
Dimensions tracked
Real-time
Drift alerts
Audit-ready
Compliance evidence
How monitoring works

Five steps from enrollment to continuous intelligence.

No infrastructure to deploy. No agents to install. No training for your team. Enroll employees and measurement starts.

THRESHOLD ANNUAL SNAPSHOT (BLIND SPOT) INTERVENTION RECOVERY HIGH MIN LOW JAN APR JUL OCT DEC CONTINUOUS vs ANNUAL — COMPETENCY TRACKING
01
Enroll employees
CSV upload, HRIS integration, or API. Bulk enrollment with role-based domain assignment. Each employee is mapped to the competency dimensions their role requires.
02
Invisible measurement
Embedded assessments and stealth simulations that feel like normal work. No “testing sessions.” No disruption. Competency data flows in continuously without employees stopping to take a test.
03
Continuous tracking
Dimension scores update in real-time. Growth trajectories project where each person will be in 30, 60, 90 days. The engine detects drift before it crosses your defined thresholds.
04
Automated alerts
When any employee’s competency in any dimension drops below threshold, an alert fires. Decay thresholds, compliance gaps, and anomalous patterns — all surfaced before they cause operational impact.
05
Evidence generation
Audit-ready competency reports generated on demand or on schedule. Per-person dimensional profiles, growth trajectories, confidence intervals, and compliance status — ready for regulators, board, or clients.
What you see

A control center for workforce competency.

Not a dashboard of vanity metrics. An intelligence surface that tells you who is competent, who is drifting, and where intervention will have the highest impact.

WORKFORCE HEATMAP — DIMENSION x DEPARTMENT CLINICAL SAFETY PROCEDURE JUDGMENT EMERGENCY COMPLIANCE ICU MED-SURG ED OR OUTPATIENT BELOW THRESHOLD ADEQUATE STRONG EXCELLENT
Workforce heatmap
Dimension × department at a glance
Instantly see which departments have competency strengths and where gaps cluster. Click any cell to drill into individual profiles. Amber cells indicate below-threshold competency requiring attention.
Growth trajectories
Where each person will be in 30, 60, 90 days
Competency trajectories with confidence bands. “At this rate, this nurse will reach competency threshold by June.” Data-driven growth prediction, not optimistic guessing.
Drift alerts
Automated notifications with recommended interventions
When any employee’s competency in any dimension drops below threshold, the alert includes: which dimension, how fast the decay, and recommended intervention type. Actionable, not just informational.
Compliance evidence
Audit-ready reports generated on demand
Per-person, per-department, or organization-wide competency evidence. Dimensional profiles with confidence intervals. Exportable as PDF, structured JSON, or pushed to your compliance system via API.
Content effectiveness
Which training actually produces competency
Link training programs to competency outcomes. “Employees who completed Module 4 showed a 23% improvement in clinical judgment.” Finally measure whether your training investment produces results.
Drift alert icon
Visual indicators across the dashboard
Every employee, department, and dimension carries a status indicator: stable, improving, declining, or critical. The dashboard speaks at a glance so you can focus attention where it matters.
Monitoring tiers

Three tiers. One engine. Choose your depth.

Every tier uses the same measurement engine. The difference is what you do with the data. All tiers include continuous tracking and dimensional profiles.

Standard
$2
/person/month
Competency tracking with drift alerts. Per-person dimensional profiles updated continuously. Automated threshold monitoring.
  • Continuous competency tracking
  • 7-dimension profiles
  • Drift detection + alerts
  • Growth trajectories
Compliance
$3
/person/month
Everything in Standard, plus audit-ready evidence generation for regulators, board, and clients.
  • Everything in Standard
  • Audit-ready evidence reports
  • Regulatory compliance mapping
  • Scheduled report generation
  • API export to compliance systems
Full Diagnostic
$5
/person/month
Everything in Compliance, plus full diagnostic simulations and cognitive competency mapping.
  • Everything in Compliance
  • Simulation exercises
  • Cognitive diagnosis
  • Content effectiveness analytics
  • Training ROI measurement
Volume
$1
/person/month · 10K+
Enterprise volume pricing for organizations with 10,000+ employees. Full Diagnostic features at scale.
  • Full Diagnostic features
  • Dedicated infrastructure
  • Custom domain development
  • HRIS / LMS integration
  • Custom SLA (99.95%+)
Industries

Competency monitoring for every vertical.

The engine is domain-agnostic. The measurement is domain-specific. Wherever the question “can this person actually perform?” has consequences, QLM monitoring applies.

Healthcare
Clinical competency
Nursing competency, medication safety, clinical judgment, Joint Commission evidence. Per-nurse, per-unit measurement that catches drift before it becomes a patient safety incident.
Cybersecurity
Analyst proficiency
SOC analyst triage, incident response, threat identification, compliance knowledge. Measures what phishing simulations cannot: actual security competency across seven dimensions.
Financial Services
Regulatory competency
AML/KYC competency, regulatory compliance, risk assessment capability. Audit-ready evidence that your compliance workforce actually understands the regulations they enforce.
Manufacturing
Safety certification
Equipment operation, safety protocol adherence, quality control competency. Continuous monitoring that ensures workforce safety certifications reflect actual capability, not just training completion.
Defense
Clearance readiness
Cleared personnel operational competency, mission-critical skill verification, readiness assessment. Continuous measurement for environments where competency gaps have national security implications.
Education
Teacher effectiveness
Subject matter competency, pedagogical skill, curriculum alignment. Continuous measurement that gives administrators evidence of teaching capability, not just credential status.
Get started

Start measuring competency today.

14-day free trial. No credit card required. Pick any domain, enroll your team, and see dimensional competency profiles within 48 hours.

Start Free Trial