Product 01 — Higher education

Minutes understands
academic knowledge.

An AI academic intelligence platform. Minutes captures what happens in a course and keeps it as structured, connected knowledge — not a pile of transcripts.

Tap to see the full pipeline

01

Classroom capture

BIO-101 · Lecture 15 · 9:14 AM

02

Live transcription

Photosynthesis is the process by which plants convert light energy into chemical energy, using chlorophyll to absorb sunlight in the chloroplasts.

03

AI understanding

LLM
ConceptsIntentEntitiesContext

04

Teacher alert

Minutes · Teacher

Coverage alert

You're 12% behind syllabus pace for BIO-101. Consider accelerating Chapter 8 this week.

05

HOD dashboard

CS
IT
EE
ME

Department syllabus completion: 78%

06

Student Q&A

How does photosynthesis work?
Photosynthesis converts light energy into chemical energy using chlorophyll. It happens in chloroplasts and produces glucose and oxygen from carbon dioxide and water.

07

Structured notes

Photosynthesis

Process by which plants convert light energy into chemical energy. Uses chlorophyll to absorb sunlight in chloroplasts, producing glucose and oxygen.

Interface shown is a product simulation · Minutes is currently in pilot development

00The problem

Academic knowledge is lost in the classroom.

👨‍🎓

Students

Miss explanations, end up with incomplete/inconsistent notes

👨‍🏫

Teachers

No way to track syllabus coverage, burn time on repetitive doubts

🏛️

Institutions

Zero real-time visibility into coverage, pace, or gaps

01How it works

From the room to the knowledge graph.

Minutes · your course, understoodBIO-101 · Introduction to Biology

AI is reading the lecture for key topics, concepts, and locations.

TOPIC
Photosynthesis
LOCATION
Chloroplasts in plant cells
KEY CONCEPT
Light energy → Chemical energy
PIGMENT
Chlorophyll absorbs sunlight
02Surfaces

Five ways the course becomes usable.

01

Lecture intelligence

A recorded session becomes structured concepts, explanations and obligations — with the wording of the professor preserved where it matters.

02

Knowledge map

Concepts link across lectures, subjects, syllabus sections and references, so a topic can be traced through the whole semester.

03

Ask your course

Questions are answered from the actual course record, with the lecture and section the answer came from.

04

Revision intelligence

Concept sheets and checks generated from what was really taught, weighted by syllabus and assessment relevance.

05

Teacher intelligence

Coverage against the syllabus, concepts introduced versus revisited, and what students repeatedly ask about.

06

Academic memory

Every week compounds. Later lectures inherit the context of earlier ones instead of starting from zero.

03What students get

Structured knowledge that actually helps them study.

Not more recordings to watch. Minutes turns lectures into searchable, connected knowledge students can question and revise from.

  • →AI-generated structured lecture notes
  • →Exam-ready summaries and revision material
  • →AI doubt-solving assistant grounded in their own lectures (RAG-based)
  • →Searchable lecture history across the whole course
  • →Personalized learning support
  • →Important announcements auto-detected (deadlines, materials, exam info)
MINUTES · Ask BIO-101 · Lecture 15Photosynthesis & Calvin cycle
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Responses shown are pre-written examples of real RAG output · Minutes is currently in pilot development

MINUTES · Announcement detectionCS-402 · Lecture 12
Important announcement detected

Timestamp: 41:08 · Confidence: 94%

Bring an exam pad and calculator for tomorrow's test. Class starts sharp at 9:00 AM — no late entries.

"Prof. Rao announced near the end of class: bring an exam pad and calculator for tomorrow's test, and the class starts sharp at 9:00 AM — no late entries mentioned, so don't cut it close."

Extracted details

  • →Event: Test tomorrow
  • →Requirements: Exam pad, calculator
  • →Start time: 9:00 AM sharp
  • →Constraint: No late entries

Interface shown is a product simulation · Minutes is currently in pilot development

04What teachers get

Visibility into their own teaching without manual tracking.

No more guesswork about pace, coverage, or what students are actually asking. Minutes surfaces what matters from the lectures you're already giving.

  • →Automatic transcription and note generation
  • →Syllabus tracking with live coverage percentage
  • →Teaching-progress visibility (pace vs. expected)
  • →Missed-topic alerts before they become a gap
  • →Reduced repetitive workload (fewer repeat doubts, less manual note-writing)
  • →Analytics on their own teaching pace, content depth, and student engagement
MINUTES · BIO-101 · Prof. SmithSemester 6, Week 9

Syllabus coverage

68%

Covered

+4%

Ahead of expected pace

3

Topics flagged

Pace vs. expected

Marker = expected pace at Week 9 · Bar = actual coverage

Missed-topic alert. "Cellular respiration" was scheduled for Week 7 but hasn't appeared in any lecture transcript. Flagged for Module 4 review before next week's exam.

Lecture coverage timeline

  • PhotosynthesisCovered
  • Light-dependent reactionsCovered
  • Cellular respirationGap
  • Calvin cycleCovered
  • ATP productionUpcoming

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MINUTES · BIO-101 · Semester planProf. Smith
In progress · Week 9

Covered this week

✓Photosynthesis
✓Light-dependent reactions

Still to cover this week

Calvin cycle
Chlorophyll structure
68%

Syllabus covered

31 / 42

Students opened this week's notes

4

Doubts asked this week

Interface shown is a product simulation · Minutes is currently in pilot development

05What institutions get

Department-wide academic intelligence they currently have no way to access.

From individual classrooms to department-level insights. Minutes gives administrators the visibility they need without invasive surveillance.

  • →Institution-wide academic intelligence
  • →Department- and teacher-wise syllabus tracking
  • →Teaching-progress monitoring across the department
  • →Centralized, searchable institutional knowledge repository
  • →Academic transparency and data-driven decision support
  • →Support for accreditation/compliance documentation
MINUTES · Dept. of Computer ScienceSemester progress heatmap

CS-201

81%

Prof. Iyer

CS-304

74%

Prof. Menon

CS-402

68%

Prof. Rao

CS-410

52%

Prof. Nair

CS-115

45%

Prof. Das

Teacher-wise syllabus completion (this semester)

  • 01
    Prof. Iyer — CS-201
    81%
  • 02
    Prof. Menon — CS-304
    74%
  • 03
    Prof. Das — CS-115
    45%

Interface shown is a product simulation · Minutes is currently in pilot development

MINUTES · Teaching qualityBIO-101 · Prof. Smith · Week 9
8.1/ 10

Strong on content depth and examples, slightly ahead of pace. Student attention dipped briefly around the 30-minute mark — consistent with a longer unbroken explanation segment.

Teaching pace8.4 / 10
Content depth8.9 / 10
Use of examples9.2 / 10
Student attention signal6.8 / 10
"Student attention signal" is inferred from note-taking activity, doubt frequency, and re-listen points — not classroom surveillance or personal ratings. Shared with the teacher first, before the HOD view, so it reads as coaching rather than scoring.

Interface shown is a product simulation · Minutes is currently in pilot development

06Get early access

Bring Minutes to your institution.

We're working with early higher-education partners as Minutes develops. Join the waitlist to get early access when we launch.

Join the Minutes waitlist

Be among the first to bring academic intelligence to your department.

DIRECT

Audaxity Technologies. Making messy human knowledge actionable.

What you'll get:

  • →Early access to Minutes for your department
  • →Direct input on product development
  • →Priority support during onboarding
  • →Exclusive updates on our progress

Bring Minutes to your department.

We're working with early higher-education partners as Minutes develops.