AI Counselor

Career guidance built on how you think — not what you say.

Traditional career counseling relies on self-reported interests and personality questionnaires. QLM's AI Counselor measures cognitive capability through performance — then maps it to careers, exams, and growth paths that actually fit.

For individuals navigating change. For organizations guiding it.

The same 7-dimension cognitive profile powers both — whether you're a student choosing a major or an L&D leader building a mentoring program.

For individuals

Navigate your next move.

Students, career switchers, and professionals exploring what's next. Free, private, and grounded in measurement.

  • 15-minute cognitive diagnostic across 7 dimensions
  • Career match across 200+ occupations ranked by cognitive fit
  • Exam comparison — which certifications play to your strengths
  • Study plan optimizer — maximize score improvement per hour
  • Career survival analysis with AI disruption risk
  • Shareable cognitive profile for applications and mentors
Take the Assessment →
For organizations

Mentor with evidence.

HR leaders, L&D teams, and internal mentors. Replace gut-feel career advice with cognitive data that shows where someone actually excels.

  • Cognitive profiles for every employee — performance-based, not self-reported
  • Role-readiness scoring for promotions and lateral moves
  • Team composition analysis — cognitive diversity, not personality type
  • Skills gap identification mapped to training pathways
  • Career pathing that accounts for AI disruption risk per role
  • Confidential sharing controls — employee owns their data
Talk to Enterprise →

Three steps. No guessing.

The counselor doesn't ask what you enjoy — it measures what you're capable of, then finds the careers where those capabilities compound.

Measure

15-minute adaptive assessment across 7 cognitive dimensions: analytical, quantitative, written communication, synthesis, critical reasoning, domain knowledge, and adaptive transfer. Performance-based — not a questionnaire.

Map

Your cognitive profile is matched against 200+ career paths, 110+ exam diagnostics, and role-readiness benchmarks. Each match shows fit score, growth trajectory, and AI disruption risk.

Act

Receive a prioritized action plan: which exams to pursue, which skills to develop, which roles to target. For organizations, this becomes a mentoring brief that any manager can use.

Eight tools. One profile.

Every tool reads from the same cognitive profile. Take the assessment once — unlock all eight.

Career Match

200+ occupations ranked by cognitive fit. Not interest — capability.

Exam Comparison

Side-by-side analysis of which certifications play to your cognitive strengths.

Study Optimizer

Personalized study plan that maximizes score improvement per available hour.

Career Survival

Monte Carlo simulation of career durability — accounting for AI disruption and skill half-lives.

Role Readiness

Multi-modality assessment for promotions: cognitive + situational judgment + work product.

Score Ceiling

Honest estimate of the highest score you can realistically achieve given constraints.

Career Change Analyzer

Which transitions fit your profile? Gap analysis, timeline, and AI risk per path.

Profile Sharing

Scoped, time-bounded, auditable sharing. You control who sees what and for how long.

Honest disclosure

QLM launched in April 2026. The AI Counselor is built on a cognitive measurement engine with 110+ exam diagnostics and 40 STEM simulations in production. Career matching uses published occupational data (O*NET, BLS) combined with QLM's 7-dimension profile.

We do not yet have longitudinal outcome data proving that QLM-guided career decisions lead to better outcomes. We are actively seeking pilot partners — schools, universities, workforce boards, and enterprise L&D teams — to validate this.

The assessment is free for individuals. Organizational use requires an enterprise agreement.