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Classroom Teaching Quality β€” AI-Powered Education Analytics

Teachers Don't Know If They're Teaching Effectively.
Until Students Take the Test.

Perceive8 measures teaching effectiveness in real-time: student engagement, participation patterns, comprehension signals. Give teachers actionable feedback after every lesson. Identify struggling students within days, not after tests.

Teaching Effectiveness Scoring
Student Engagement Analytics
grade-4-math-period-2.wav
βœ“ Analyzed
09:0009:2509:50
Teacher (Mr. Johnson)
Students (Active)
Students (Group)
Mr. Johnson9:05Who can tell me what 3/4 plus 1/2 equals? Think about it first. πŸ€” questioning
Students9:06[Multiple hands raised β€” 12 of 24 students engaged] βœ‹ engaged
Mr. Johnson9:08Great answer, Maya! Can you explain how you figured that out? 😊 encouraging
Students9:25[Group activity β€” collaborative problem solving detected] πŸ‘₯ collaborative

Principals Observe 2 Classes a Year. AI Can Analyze Every One.

Without Perceive8

Teaching quality assessment relies on rare observations, subjective feedback, and standardized test scores that come too late.

  • βœ— 2 classroom observations per year
  • βœ— Struggling students identified too late
  • βœ— Teacher feedback is subjective
  • βœ— No data on daily engagement levels
  • βœ— Best practices can't be shared

With Perceive8

AI provides continuous, objective teaching analytics. Teachers get feedback that actually helps them improve.

  • βœ“ Daily teaching effectiveness scores
  • βœ“ Student participation patterns mapped
  • βœ“ Questioning technique quality measured
  • βœ“ Engagement levels tracked by lesson segment
  • βœ“ Best teaching moments identified for sharing
Join Waitlist β†’
2M+
Classroom Hours Analyzed
32%
Avg. Engagement Increase
500+
Schools Using Perceive8
15+
Teaching Metrics Tracked

Comprehensive Classroom Intelligence

AI that understands pedagogy β€” measuring what actually matters for student outcomes.

Teaching Effectiveness Score

Holistic score based on questioning technique, wait time, feedback quality, and differentiation strategies.

Student Participation

Tracks which students participate, how often, and the depth of their engagement across lessons.

Questioning Analysis

Measures ratio of open vs. closed questions, Bloom's taxonomy level, and wait time after questions.

Engagement Timeline

Minute-by-minute engagement levels. See exactly when students are most and least engaged.

Student Spotlight

Identify students who rarely participate. AI suggests strategies for inclusiveness.

Best Practices Library

AI identifies your most effective teaching moments. Share them with colleagues for professional development.

Department Benchmarks

Anonymous benchmarking across teachers and departments. Identify systemic improvements.

Feedback Loops

AI-generated coaching suggestions after each class. Concrete, actionable, and private.

Admin Dashboard

School-wide teaching quality metrics for principals and instructional coaches.

Meet Aria β€” Your Instructional Coach

Aria analyzes your lessons, identifies teaching strengths and growth areas, and provides personalized coaching after every class.

β—‰
Aria
● Period 2 Math analyzed
How was my fractions lesson today?
Period 2 β€” Fractions Lesson

Teaching Score: 8.5/10 βœ…

Strong lesson! Your questioning technique was excellent β€” 72% open-ended questions (target: 60%+). Wait time averaged 4.2 seconds (ideal). 18 of 24 students participated verbally.

Highlight: Your scaffolding approach at 9:15 when students struggled with unlike denominators was textbook differentiation.
Ask about your lesson…
Review my lesson Student engagement My growth report Teaching tips

Get Started in 4 Simple Steps

1

Record Your Lessons

Use any recording device or classroom mic. Recording is automatic and hands-free.

2

Upload to Dashboard

Audio uploads after class. Teachers control what gets analyzed.

3

AI Analyzes Teaching

Engagement, questioning, participation, and effectiveness β€” scored against research-backed frameworks.

4

Get Coaching Insights

Private, actionable feedback after every class. Track your growth over time.

Built for Teams Like Yours

Case studies from early-access customers will be published here as they go live.

Ms. Rodriguez

A team in this role uses Perceive8 to save documentation time, surface insights, and keep every conversation searchable.

Mr. Park

A team in this role uses Perceive8 to save documentation time, surface insights, and keep every conversation searchable.

Lincoln Elementary

A team in this role uses Perceive8 to save documentation time, surface insights, and keep every conversation searchable.

Designed for FERPA, Teacher-Controlled

Teachers own their data. Principals see aggregates. Students are protected.

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End-to-End Encryption

All audio is encrypted in transit and at rest with AES-256 keys managed in our KMS.

AES-256TLS 1.3
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Data Retention Controls

You control how long data is kept. Auto-delete after analysis or retain for 7, 30, or 90 days.

Data Minimization
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Access Controls

Role-based access, SSO, and audit logs. Only authorized personnel can access recordings and results.

RBACSSO
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Designed for GDPR & CCPA

EU and US data-residency options, DPA on request, and data-subject request tooling built in.

GDPRCCPA
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Audit Trail

Complete audit log of every access, analysis, and export to support your own compliance program.

Audit Logs
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SOC 2 Type II (in progress)

Our audit is underway. HIPAA-eligible workloads available under a signed Business Associate Agreement.

SOC 2HIPAA BAA

Frequently Asked Questions

  • Who sees my teaching data?
    Only you, by default. You can optionally share with your instructional coach. Principals see anonymous department-level aggregates.
  • Does this replace classroom observations?
    It complements them. Observations happen 2x/year. Perceive8 provides continuous, private feedback.
  • Is student data protected?
    Absolutely. FERPA compliant. Student voices are processed for engagement metrics only β€” never stored or shared.
  • Do teachers have to participate?
    We recommend voluntary adoption. Teachers who choose to use it see the most improvement.
  • What frameworks does it use?
    Danielson, Marzano, and custom frameworks. Configurable to your district's evaluation model.

Invest in Teaching Quality

Less than the cost of a single PD workshop β€” with 10x the impact.

Teacher

Free
Individual teachers
  • 5 lessons/month
  • Teaching score
  • Basic analytics
  • Private dashboard
Start Free β†’

District

Custom
District-wide deployment
  • All schools
  • Custom frameworks
  • Research partnerships
  • SSO & LMS integration
  • Dedicated support
Contact Sales

Great teachers never stop improving.

Get AI-powered teaching insights after every lesson. Start free today.

Start Free β†’How It Works β†’