Large, urgent problem
Teacher scarcity and private tutoring costs create a clear need for affordable, responsive learning support.
AQRIVO · Pre-Seed 2026
AI tutoring built for
how students actually learn.
We are building a two-way K–12 learning platform that combines local curriculum grounding, interactive explanations, computational tools, and visual learning—starting in Bangladesh.
RoundPre-Seed
Target raise$1.5M
Initial market~41M students
ModelFreemium + B2B2C
Investment thesis
A local wedge into a regional learning platform.
AI-native product
The core experience is a conversation and explanation engine—not a library of prerecorded lessons.
Distribution advantage
The planned school partnership model can acquire cohorts of learners through institutional relationships instead of one ad click at a time.
Expansion architecture
Curriculum, language, and visual layers can be localized market by market after product-market fit is proven.
Use of funds
Product + AI
Build the production tutoring engine, evaluation pipeline, and visual learning system.
Curriculum
Create and validate NCTB-grounded knowledge, learning flows, and subject coverage.
School GTM
Run structured pilots and build the repeatable B2B2C school partnership motion.
Infrastructure
Optimize inference, caching, observability, reliability, and data safeguards.
Diligence-ready, not hype-ready
Claims should survive the investor meeting.
✓ No invented traction metrics on the public site.
✓ No “100% accurate AI” promise.
✓ Financial assumptions stay in the private model, where they can be challenged.
✓ Equity terms can remain in the data room until valuation is defensible.
Next milestone
From investor preview
to working pilot.
This website is the narrative layer. The next proof is a real tutor flow, measurable learning quality, and school pilot data.