By Quantum Learning Machines

Prove your educators can actually teach.

Computational training platform that produces auditable evidence of teaching competency. Practice with virtual students. Get research-backed coaching. Earn verifiable certificates.

Request PilotTry Practice Session
14
Training Tracks
70
Scenarios
6
Research Frameworks
The Problem

Teaching quality is unmeasured and unmeasurable.

Schools invest $18,000 per teacher per year in professional development. Most of it is sit-and-listen workshops with no practice, no simulation, and no evidence it works.

$18B
Spent on PD annually with no measurable outcomes
7 in 10
Teachers show no improvement despite $18K/yr in training (TNTP)
<1/3
Of teachers find PD activities 'very useful' (NCES)

Replace observation checklists with computational evidence.

+
Every teacher practice session produces auditable data
+
Track growth across semesters, not just annual reviews
+
Satisfy Title II and state PD requirements with real evidence
How It Works

Four steps. Real evidence.

01
Present
A virtual student presents a realistic teaching challenge. Their behavior is grounded in 40+ years of learning science research.
02
Decide
You choose your instructional move: explain, scaffold, ask a Socratic question, praise, challenge, or redirect. Each decision has measurable consequences.
03
Observe
Watch the student's cognitive state update in real-time. Comprehension, misconception strength, engagement, and metacognition all shift based on your choice.
04
Learn
Receive instant coaching feedback with specific research citations. Know exactly why your move worked or what would have been better.
Training Tracks

14 tracks. 70 scenarios. Every one research-backed.

Misconception Diagnosis
5 scenarios
Teacher
Identify what students actually think -- not just what they got wrong.
Differentiated Instruction
5 scenarios
Teacher
Teach one concept to three ability levels simultaneously.
Assessment Design
5 scenarios
Teacher
Build tests that reveal understanding, not memorization.
Parent Communication
5 scenarios
Teacher
Translate data into conversations parents trust.
Tutoring Foundations
5 scenarios
Tutor
Rapport, Socratic method, adaptive pacing, mindset intervention.
Diagnostic Tutoring
5 scenarios
Tutor
Live error diagnosis and mid-session pivots.
Tutor-Parent Communication
5 scenarios
Tutor
Session summaries, progress framing, expectation management.
Software Engineering
5 scenarios
Professional
Mentoring developers: debugging, code review, architecture decisions.
Clinical Decision Making
5 scenarios
Professional
Triage, medication safety, communication, early deterioration.
Financial Analysis
5 scenarios
Professional
Revenue quality, risk assessment, model integrity, ethics.
Data Analysis
5 scenarios
Professional
Survivorship bias, visualization integrity, statistical rigor.
Legal Reasoning
5 scenarios
Professional
Contract interpretation, ethics, case distinction, statutory analysis.
AI-Enhanced Teaching
5 scenarios
AI Literacy
When AI amplifies teaching -- diagnostic, differentiation, accessibility.
AI Boundaries
5 scenarios
AI Literacy
When AI undermines learning -- dependency, equity, integrity.
Research Foundation

Built on 40+ years of learning science.

John Hattie
Effect Size Meta-Analysis
Visible Learning (2008)
David Wood
Scaffolding Theory
Wood, Bruner & Ross (1976)
Carol Dweck
Growth Mindset
Mindset (2006)
Chi & Wylie
ICAP Framework
Chi & Wylie (2014)
Benjamin Bloom
Taxonomy of Learning
Bloom's Taxonomy (1956)
Kurt VanLehn
Impasse-Driven Learning
VanLehn (2011)
Pricing

Evidence-based training at every scale.

Individual
$29/month
For teachers and tutors who want to sharpen their craft.
+ All 14 tracks
+ Unlimited practice sessions
+ Real-time coaching feedback
+ Progress tracking dashboard
+ Personal certificates
Start Free Trial
Most Popular
School
$149/month
For schools that want measurable evidence of teacher growth.
+ Everything in Individual
+ Up to 50 educators
+ Admin analytics dashboard
+ Track-level progress reports
+ Bulk certificate management
+ Priority support
Request Pilot
District
Custom
For districts that need auditable compliance at scale.
+ Everything in School
+ Unlimited educators
+ SSO integration
+ Custom tracks and scenarios
+ API access
+ Dedicated success manager
+ SLA guarantee
Contact Sales
Certification

"I am TeachProof Certified"

Earn a shareable, verifiable credential that proves your teaching competency to districts, principals, and parents.

Practitioner
1 track
Complete any single training track to earn your first credential.
Specialist
3 tracks
Cross-domain competency. Proves you can teach across multiple contexts.
Master Educator
7+ tracks
The gold standard. Full-spectrum evidence-based teaching mastery.
Start Earning Your Certification
Summer Pilot Program
10 schools. Priority access.
First come, first served. No commitment required.

Ready to prove you can teach?

Start building your evidence portfolio. Earn your TeachProof Certification and prove your teaching competency.

Get Started Free
QLM TeachProof
Quantum Learning Machines, Inc.