PARTNERSHIP OEM EMBED

Your platform. Our measurement engine.

Embed QLM's calibrated psychometric engine into your existing product. Your brand, your UX, your customer relationship — our 170,000+ calibrated items, adaptive selection, calibrated scoring, and fairness monitoring underneath. 70/30 revenue share. 8-16 week integration.

What OEM partners get

Three things you can't build yourself in under 3 years

Calibrated items
170,000+ items across 25 domains with calibrated parameters, difficulty curves, and continuous fairness monitoring. Building this from scratch: 3-5 years and $5M+.
Adaptive engine
Multi-dimensional ability estimation with real-time item selection. Each question selected to maximize information gain for this specific user. Validated measurement accuracy.
Validation data
181,800 evaluations across 3 independent datasets. Published methodology. Continuous fairness monitoring across 14 demographic dimensions.
Built for

Four partner types

LMS VENDORS
Add calibrated assessment to your learning platform
Your platform delivers content. Add measurement underneath — students get real score predictions, you get engagement data and capability evidence. Replaces your homegrown quiz engine with psychometric-grade measurement.
CREDENTIALING BODIES
License validated item banks
Items calibrated to your exam blueprint. Calibrated parameters included. Continuous refresh as new calibration data arrives. Stop maintaining your own item bank — focus on the standard, we maintain the measurement.
ATS / HR PLATFORMS
Add skills-based assessment to candidate evaluation
Candidates get assessed in your workflow. Results flow into your ATS as structured data. Replace "skills assessment" checkbox with real cognitive measurement.
AI TUTORING PLATFORMS
Add diagnostic precision to your tutoring engine
Your AI tutors need to know what the student actually knows. Our diagnostic tells you — in 15 questions, with dimension-level precision. Better personalization from day one.
Technical integration

One API. Full engine.

Authentication
API key + HMAC signing. Per-request signature verification. X-Api-Key + X-Signature headers.
Item delivery
POST /v1/skins/checkpoint — serve next adaptive item. Returns question, dimension, difficulty. 50ms p95 latency.
Response capture
POST /v1/skins/checkpoint/{id}/respond — submit answer. Returns dimensional score update, explanation, next-item recommendation.
Results
GET /v1/skins/analytics/summary — per-player dimensional scores, confidence intervals, cohort percentiles.
Webhooks
Configurable webhook delivery for session completion, threshold alerts, fairness flags. HMAC-signed payloads.
Rate limits
120 req/min per key (expandable). X-RateLimit-Remaining headers. Idempotency key support.
Integration timeline

8-16 weeks to production

The economics

70/30
Revenue share
You keep 70% of what your customers pay for measurement. We keep 30%. Simple.
$0
Upfront cost
No integration fee. No minimum commitment. Revenue share only — we succeed when you succeed.
90 days
To first revenue
From signed agreement to paying customers. 8-16 week integration + phased rollout.
Talk to partnerships Browse 25 domain banks