01 / Input gatewayConsent verified
Teacher shares
One secure entry point for classroom evidence.
Lesson planVoice noteClassroom video
02 / The engine
A private coach for every teacher.
TeachingQuotient reads lesson plans and listens to classroom practice—in Urdu, English, Bahasa and Arabic—then returns structured, rubric-based feedback once available only through expensive human observation.
Teacher-private processing zone
Aggregate boundary
02 / Intelligence coreTQ
Multimodal analysis
Speech + contextRubric engineLocal calibration
03 / Private outputTeacher-owned
Private coaching
Specific feedback, evidence-linked next moves and progress visible first to the teacher.
04 / System outputAggregate only
Transfer evidence
Cohort-level patterns for leaders—without exposing covert individual performance scores.
Human in the loopInstructional coach · optional
Teacher-private data path De-identified aggregate path
Raw classroom evidence never enters the system dashboard.
TQ / 01
TQ Lesson
Structured feedback on inquiry, conceptual accuracy, engagement and assessment alignment—minutes after a teacher shares a plan.
TQ / 02
TQ Classroom
A recording becomes private coaching on question quality, talk-time balance and observable teaching routines.
TQ / 03
TQ Coach
Caseload prioritisation and cohort intelligence for master trainers—multiplying scarce human coaching, never replacing it.
“TQ is your private coach,
not a policing system.”Our first product ruleTeachers own their data. Feedback is confidential by default. Leaders see cohorts, never covert individual scores.