THE WORLD'S FIRST LEARNING OPERATING SYSTEM

Education has been
waiting for
this moment.

— Elevating Human Potential —

pebbleCrow doesn't host your courses. It generates them, teaches them, and rewires them — so every teacher becomes more powerful, every learner reaches further, and every institution takes an exponential leap forward.

3 min
Idea to live course.
Timed. Proven.
8 min
Full school onboarded.
Every subject. Every student.
7
Content formats.
One idea. Simultaneously.
∞
Course adapts.
Real time. Always.
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Elevating Human Potential — one learner, one teacher, one institution at a time

"pebbleCrow generates the course, teaches it, and rewires it in real time — so every teacher becomes a better teacher, every learner reaches further than they believed possible, and every institution takes an exponential leap forward."

OUR PHILOSOPHY
What does elevating
human potential actually mean?

We believe every human being is capable of more than they currently believe. The only thing standing between a person and their potential is the quality of the learning experience they receive. pebbleCrow exists to remove that barrier entirely.

A better teacher reaches more students, more deeply. A better learner becomes a better thinker, maker, and citizen. A better institution shapes better outcomes for entire communities. pebbleCrow multiplies all three — simultaneously and exponentially.

— The pebbleCrow mission, 2026

Teachers become exponentially more powerful

pebbleCrow handles production, content generation, grading, and early-warning signals — so the teacher's entire energy goes into the thing only they can do: knowing their students deeply and teaching with presence.

Learners reach further than they believed possible

A course that adapts to you — your pace, your gaps, your curiosity — is not a course. It is a personal tutor with infinite patience who has read every textbook ever written. Every learner on pebbleCrow has that.

Institutions take a leap no other platform enables

When 500 students learn better, and 18 teachers teach better, and an admin can see everything in real time — the institution doesn't improve incrementally. It transforms.

This compounds into something larger

Better teachers produce better learners who build better companies and communities. The long-term return on elevating human potential is the most important investment a society can make.

THE DIFFERENCE
This is not an LMS.
This is an operating system.

Every LMS on earth is a filing cabinet for content you made in other tools. pebbleCrow is the intelligence layer that generates, teaches, adapts, and rewires — without a production studio, a curriculum team, or a single IT ticket.

❌ An LMS thinks like this
A warehouse for content you built elsewhere

Upload slides and videos made in other tools

Same course, same structure, every learner

Analytics tell you what happened — not what to do

AI is a chatbot bolted on the side, after the fact

One format: text and video. Maybe a quiz.

The course never changes. Ever.

Migration takes months and an IT team

✦ pebbleCrow thinks like this
An intelligence layer running learning end-to-end

Type a course title. pebbleCrow generates curriculum, 7 content formats, AI Tutor, and assessments — in 3 minutes.

The course adapts to each learner's pace, comprehension, and curiosity — in real time.

Analytics surface at-risk learners before they fall behind — not after they've given up.

Aria is the co-teacher — Socratic, personalised, speaking in the teacher's own voice.

7 formats, one idea — video, audio, simulation, AR/VR, reading, podcast, practice sets.

The course rewires itself — when learners struggle, pebbleCrow restructures the path.

8 minutes to onboard a full school — point pebbleCrow at your existing systems.

FOR TEACHERS & CREATORS
More time teaching.
Zero time producing.

The greatest teachers aren't great because they built perfect slides. They're great because they knew their students. pebbleCrow handles everything else — so you get back to the work only you can do.

3

Minutes from idea
to live course.

Type the course title. Choose your depth. pebbleCrow generates every lecture, simulation, audio track, practice set, AR/VR experience, and AI Tutor configuration — simultaneously. You review. You approve. You go live. A better teacher, with exponentially more reach.

No credit card · No production studio · No team required

Lecture video
AI-generated from your outline, your voice, your style
AI GENERATED
Interactive simulation
Discipline-specific, manipulable, accurate
AI GENERATED
Audio lecture + podcast
For learners on the move — your voice, perfectly cloned
VOICE CLONED
AR/VR experience
Walk inside the hydrogen atom — built automatically
AI GENERATED
Practice set + auto-grader
Rubric-aligned, code-aware, instant feedback
LIVE GRADING
Aria — your AI co-teacher
Socratic, course-aware, in your voice, always on
YOUR PERSONA
THE INTELLIGENCE LAYER
AI that teaches.
Not just answers.

Aria is the co-teacher — built from the course, trained on the teacher's voice, designed to elevate every learner's thinking. She asks the question that makes you think harder, not the answer that makes you stop.

Your voice. Your presence. Everywhere.

Aria speaks in your voice — pitch, cadence, warmth. Record 5 minutes of audio once. Your teaching presence reaches every student, at any hour, without burning you out.

"It sounds exactly like Krishnan. My students didn't notice the difference at first." — Early access teacher

Asks the question. Guides the thinking.

Aria is Socratic by design — she responds to every question with a better question. Because genuine understanding only happens when the learner gets there themselves. Aria creates that moment, at scale.

"Before I tell you the answer — what do you think is happening here, and why?"

The teacher sees everything. Always.

The live Observer Panel shows the teacher what every learner is seeing, stuck on, and feeling — gaze data, engagement signals, Aria's live assessment. More visibility, not less. More informed teaching, not replaced teaching.

"This is the data I always wanted but never had. Now I know who needs me before they even ask."
FOR SCHOOLS, COLLEGES & UNIVERSITIES
Your institution, transformed.
In 8 minutes.

Not 8 weeks. Not 8 days. 8 minutes. pebbleCrow scans your existing systems, migrates every course, roster, and gradebook — and gets 500 students learning at a level they've never experienced, before your next meeting ends.

7m 44s
AVERAGE ONBOARDING · 500-STUDENT SCHOOL

Point pebbleCrow at your Moodle, Canvas, Google Classroom, PowerSchool, or any SIS. We scan, map, migrate, and launch. You don't type a single student name.

MoodleCanvasGoogle Classroom BlackboardPowerSchoolWorkday SAPBambooHR+15 more
01

You point. pebbleCrow scans.

Enter your platform URL or SIS credentials. pebbleCrow discovers all courses, students, teachers, and schedules automatically.

≈ 0:45
02

We map. You confirm.

pebbleCrow shows exactly what will be migrated and how. One screen. One click to approve.

≈ 1:30
03

Migration runs. You watch.

Every course, every student, every gradebook migrated live with a progress bar. Around 5 minutes for 500 students.

≈ 5:00
04

Students log in. The leap begins.

SSO active. AI Tutors configured. Engagement Pulse live. Your institution is not just online — it's transformed.

≈ 0:29
FOR ORGANISATIONS & L&D TEAMS
Tell pebbleCrow where
you're coming from.
We'll take it from there.

Your entire L&D infrastructure, migrated and upgraded — without a single IT ticket, a consultant, or a weekend deployment. Your teams learn better. Your organisation moves faster. That's elevating human potential at enterprise scale.

Zero

IT tickets needed

Connect your HRMS, SSO, and existing content in a single flow. No developer required. No implementation partner. Your team learns on day one.

−40%

L&D cost per learner

The average organisation reduces per-learner training cost by 40% in the first quarter — without reducing quality. Better learning, at lower cost.

+43%

Skill gap closed in Q1

Adaptive paths don't just measure gaps — they close them. Aria identifies what each employee doesn't yet know and teaches precisely that.

💼
"Our entire compliance training — 340 employees, 12 courses, 6 HRMS integrations — was live on pebbleCrow in under two hours. Our previous LMS took 4 months to set up and still didn't work properly."
— L&D Head, Fortune 500 technology company (early access)
FOR LEARNERS
Physics shouldn't feel
like a textbook.

pebbleCrow doesn't deliver content to you. It builds a world around the concept — so you don't just read about the hydrogen atom. You stand inside it. Every learner reaches further on pebbleCrow than they thought possible. See Studio.

Physics Studio — Hydrogen Atom · Module 4
Module 4
4.1 Central potential
4.2 Orbital wave fn.
4.3 Energy levels
4.4 Angular momentum
n=2 · ℓ=1 · m=0
ψ₂₁₀ = R₂₁(r) · Y₁⁰(θ,φ)
"What does ψ₂₁₀ mean to you, in plain language?" — Aria
01

Studios are not skins. They are epistemologies.

A Physics Studio has orbital simulations, LaTeX tools, and a constants reference. A Violin Studio has pitch waveform listeners and bowing accuracy feedback. Same platform — entirely different worlds.

02

The course watches you learn — and changes.

If you stall on a concept, pebbleCrow detects it, restructures your path, and surfaces you to your teacher before you've given up. You are never left stuck and silent.

03

Every format. One place. Never leave.

Lecture, simulation, notes, sandbox, AR/VR, assignment, auto-grader, peer review, AI Tutor — all in one environment. The learner never opens another tab.

04

Engagement Pulse — not completion rate.

pebbleCrow measures depth of engagement and curiosity signals — not whether you finished the video. A learner who asks searching questions scores higher than one who clicks through in 2x speed.

FOR PARENTS & GUARDIANS
Finally know what's
actually happening.

Not the grade. Not the percentage. What is your child genuinely understanding? Where are they growing? Where do they need you? pebbleCrow tells you — clearly, in plain English, every week.

THINGS TO ASK YOUR CHILD AT DINNER TONIGHT

🔬 "Can you explain what a wave function actually means? Not the formula — what it describes in the real world?"

💻 "What happens if you pass a negative number to your Fibonacci function? What should it do, and why?"

🎻️ "Show me what you practised this week. What's the hardest part right now?"

Generated from what your child is actually working on this week — not generic questions. Every week, different questions. Always meaningful.

See real progress, in plain language

Subject health by topic, not just by subject. No jargon. Updated every week, so you always know where your child truly stands.

Teacher feedback, verbatim, every week

What the teacher actually said about your child's work — not a number, but a paragraph. With context, encouragement, and a next step.

Deadlines before they're missed

You see what's coming, how much progress has been made, and whether your child has started. The conversation happens before it's a crisis.

One tap to talk to the teacher

Book office hours from the parent dashboard. pebbleCrow surfaces exactly what to discuss before you arrive, so every conversation is useful.

THE DATA MOAT
Analytics that don't
just report. They act.

Five perspectives. One source of truth. The more institutions use pebbleCrow, the smarter the platform gets for everyone. This compounding intelligence advantage is what no traditional LMS can replicate — ever.

Engagement Pulse — 8 weeks
pebbleCrow vs industry-average LMS
With pebbleCrow Industry average
90 70 50 Wk1 Wk2 Wk3 Wk4 Wk5 Wk6 Wk7 Wk8
At-risk detection — before they fall
Surfaced automatically. Teacher notified instantly.
7
AT RISK NOW
14
WATCH LIST
118
ON TRACK

Teacher view

Topic mastery heatmap, at-risk radar, Engagement Pulse trends, submission quality. Everything needed to know who needs you and how.

Learner view

Personal Pulse history, topic mastery radar, cohort comparison (anonymised). The learner understands exactly where they stand and what to do next.

School Admin view

Institution-wide performance, teacher engagement index, one-click compliance export for boards and regulators.

L&D Head view

Department completion, skill gap closure, ROI trend, cost per learner. The dashboard that closes the institutional sales conversation.

Parent view

Plain-English subject health, teacher feedback in full, deadlines, and personalised conversation starters — generated from the child's actual work.

WHAT NO OTHER PLATFORM HAS
Capabilities that don't
exist anywhere else on the planet.

AI Tutor that speaks in the teacher's voice

Aria is built from the teacher's curriculum, trained on their explanations, and configured to their style. Record 5 minutes. Aria teaches 24/7 in your voice.

WORLD FIRST

The course rewires itself in real time

The adaptive engine monitors every learner signal and restructures the learning path without the teacher lifting a finger. The course becomes smarter with every student.

WORLD FIRST

Idea to fully produced course. 3 minutes.

One title. Seven modalities generated simultaneously. No other platform generates content — they only host what you build elsewhere.

WORLD FIRST

Walk inside the atom. In AR/VR.

Immersive experiences generated automatically from curriculum. The Observer Panel lets teachers see exactly what learners see — with gaze tracking and live annotations.

ONLY PLATFORM

Engagement Pulse — not completion rate

Measures consistency, depth, and curiosity — not whether you finished the video. The metric that actually correlates with learning outcomes.

WORLD FIRST

Studios: epistemologies, not skins

Physics has orbital simulations. Violin has pitch waveform feedback. Same platform. Entirely different worlds. Because different disciplines think differently.

WORLD FIRST

Institution onboarded in 8 minutes

23 platform integrations. Automatic migration. Average onboarding time for a 500-student school: 7 minutes 44 seconds. Verified.

ONLY PLATFORM

Five-perspective analytics. One data moat.

Teacher, Learner, Admin, L&D Head, Parent — each with a purpose-built view. The more institutions use pebbleCrow, the smarter it gets for all of them.

COMPOUNDING

Handwriting to typeset equations. One tap.

Notes converts handwritten physics equations — integrals, Greek letters, superscripts — into beautifully typeset LaTeX, in the learner's chosen font. One tap.

WORLD FIRST
THE NUMBERS
Built for scale.
Proved at the start.
3 min
Idea to live course
Timed and verified in alpha
7m 44s
Average institution onboarding
500-student school, full migration
23%
Higher scores with simulation-first
From early learner cohort data
−40%
L&D cost per learner, Q1
vs traditional LMS + content stack
FOR INVESTORS
The $400B market
has been waiting for
this moment.

Every LMS is a content repository. Not one of them generates, teaches, and adapts. pebbleCrow is the first Learning Operating System — and the window to establish this category is open right now. The investor who moves first moves with the category.

$400B
Global EdTech TAM. Growing at 16% CAGR. India alone: $30B by 2030.
$90B
SAM: institutions, corporate L&D, and the premium creator economy.
12✕
Revenue streams — platform fees, AR/VR marketplace, white-label, API, certification, and more.
$20M
Total capital required over 36 months to take pebbleCrow from seed to 500,000 active learners and 1,000 institution contracts.
$4M
Seed ask. The proof round. 18 months to build the team, ship the product, and hit the metrics that make the $20M conversation inevitable.
GET IN TOUCH
Let's build the future of learning together.

pebbleCrow is raising a $20M Series Seed round from investors who understand that the next decade of education will be won by whoever controls the operating system layer — not the content layer. The opportunity to elevate human potential at global scale is here.


$400B
TAM
$90B
SAM
$8B
SOM
THE TEAM
Vivek Shangari
Vivek Shangari
FOUNDER & CEO
Product-first founder with two successful exits. AceNgage was taken through an MBO. CodeCraft was acqui-hired for its engineering team. Also ran an NGO - Vichaar Foundation. Currently, Chief Geek at Ace Hacker. Second time building in EdTech. Last time building anything else.
Yogish Shanbhag
Yogish Shanbhag
FOUNDER & CRO
An innovation-led entrepreneur, strategic growth leader, and learning ecosystem architect with nearly three decades of experience across e-learning, technology, media, business transformation, and impact-driven ventures.
Saraswathi Ramachandra
Saraswathi
ON THE ADVISORY BOARD
Saraswathi is a business leader and Managing Director and Country Manager at Lightcast, where she works at the intersection of data, talent intelligence, and workforce transformation. Her work focuses on helping organizations rethink how they build, deploy, and grow talent in a world shaped by AI, shifting labour markets, and global capability centres.
Elevating Human Potential.
One learner at a time.

From idea to live course in 3 minutes. From empty server to transformed institution in 8. From a learner who doubts themselves to one who reaches further than they believed possible. This is what education looks like when you build it from scratch, for human potential.