Quantum Learning Machines
B2B ENTERPRISE QUESTION BANKS · 25 DOMAINS

25 industry verticals. 24,098 items.

Calibrated item banks built for enterprise competency measurement, skills-based hiring, and workforce monitoring. Each domain contains professionally calibrated items mapped to real job-performance dimensions. 17 domains at target capacity. 8 domains actively building.

25
industry domains
24,098
total items
17
at target capacity
Validated
measurement accuracy
#DomainItemsCapacityStatus
1
Healthcare
Clinical competency, patient safety, Joint Commission standards, nursing protocols
1,34267%building
2
Cybersecurity
SOC operations, incident response, threat intelligence, IAM, network defense
76350%building
3
Corporate L&D
Leadership development, communication skills, project management, change management
51834%building
4
Hiring
Cognitive aptitude, role-fit assessment, structured interview calibration, candidate comparison
1,30186%
5
Finance
AML/KYC compliance, suitability analysis, risk management, regulatory competency
68645%building
6
EdTech
Adaptive learning engines, formative assessment, learning analytics, mastery-based progression
1,45096%
7
K-12 Assessment
Standards-aligned items, grade-level diagnostics, reading/math/science, growth measurement
1,18178%building
8
AI Tutoring
Misconception detection, hint generation, explanation effectiveness, adaptive scaffolding
93362%building
9
Higher Ed
Course-level assessment, prerequisite validation, retention prediction, competency mapping
80953%building
10
Standardized Testing
Psychometric calibration, item banking, blueprint alignment, fairness monitoring
1,25383%
11
Fraud Detection
Transaction pattern recognition, anomaly detection, investigation methodology, case management
1,017101%
12
Government & Defense
Clearance-level competency, operational security, policy compliance, mission planning
97297%
13
Insurance
Underwriting judgment, claims assessment, actuarial reasoning, regulatory compliance
1,000100%
14
Legal
Contract analysis, regulatory interpretation, case strategy, compliance reasoning
1,000100%
15
Sales Enablement
Discovery methodology, objection handling, deal qualification, competitive positioning
1,001100%
16
Language & Immigration
Proficiency assessment, academic language, professional communication, integration readiness
1,000100%
17
Publishing
Editorial judgment, content quality assessment, audience calibration, platform literacy
1,007100%
18
Proctoring
Test integrity, anomaly detection, identity verification, accommodation protocols
99199%
19
Professional Certification
Credential maintenance, continuing education, competency renewal, standards compliance
1,001100%
20
International Assessment
Cross-cultural calibration, multi-language item banking, regional standards alignment
1,001100%
21
Autonomous Systems
AI safety, system reliability, decision-making under uncertainty, operational monitoring
89489%
22
Content & Media
Content strategy, audience analysis, editorial quality, distribution optimization
49949%building
23
Manufacturing
Quality control, process optimization, safety compliance, equipment diagnostics
98898%
24
Pharma R&D
Clinical trial methodology, regulatory submission, drug safety, research protocol
99299%
25
Professional Services Meta
Consulting methodology, client management, engagement scoping, deliverable quality
500100%
OEM · EMBED · LICENSE

Your platform. Our calibration.

License any domain bank via API. Your brand, your UX, our psychometric engine underneath. Calibrated parameters, difficulty curves, fairness data, and adaptive item selection — all through a single integration. 70/30 revenue share or enterprise license.

WORKFORCE MONITORING
Continuous competency
Deploy banks for ongoing measurement. Items adapt per employee. Drift caught before audit.
SKILLS-BASED HIRING
Calibrated candidate evaluation
Replace resume screening with measured capability. EEOC-compliant, fairness-monitored.
OEM EMBED
Your platform, our engine
Embed into your LMS, ATS, or certification platform. 70/30 revenue share. 8-16 week integration.