Solution 01 — API Platform

Build with
VALSEA API

Four production-ready endpoints. Any SEA language or dialect. Drop speech intelligence into your university platform in an afternoon.

View API Docs → Request API Key
Four Core Endpoints
Transcribe
POST /v1/transcribe
SEA accent-aware speech-to-text with <200ms latency. Singlish, Manglish, Taglish, Bahasa, Vietnamese and more.
Translate
POST /v1/translate
Code-switch-aware cross-lingual translation. Outputs clean English from mixed-language input without losing meaning.
Annotate
POST /v1/annotate
Auto-label transcript segments with speaker role, topic, and pedagogical intent — LMS and CRM ready.
Sentiment
POST /v1/sentiment
Detect engagement, confusion, and confidence in spoken responses — tuned on SEA classroom and debate data.
University Use Cases

Already piloting with
Vietnamese startups.

Three live use cases — each built on the same API, already being tested with early-stage EdTech partners in Vietnam.

University Debating
Debatum
Real-time transcription and annotation of debate rounds. Judges get AI-assisted scoring sheets; students get post-round speech analysis.
Debate Clubs Oral Assessment Transcript Export
Online Oral Exams
E-Test Engine
Universities deploy spoken assessments — students answer verbally, VALSEA grades against rubrics, results push to the LMS automatically.
MOE-aligned LMS Push Auto Grading
Language Learning
Language App
Third-party apps embed the API to give students pronunciation feedback and comprehension scoring in Mandarin, Malay, and English.
B2B2C SDK Pronunciation AI Multi-language
Solution 02 — Memra Notetaker
Built for Asian accented speech.

Meet Memra —
the notetaker that
actually understands you.

What Makes Memra Different
SEA Accent Engine
Trained on 1M+ hours of Singlish, Manglish, Bahasa, Vietnamese, and Taglish — no more garbled lecture notes.
Code-Switch Aware
Handles mid-sentence language switches naturally. A Singlish lecture transcript reads like it sounds.
Structured Notes
Auto-generates titled sections, action items, and key terms — beyond raw transcripts.
University White-Label
Your institution's branding, your subdomain, your data policy. VALSEA powers it invisibly underneath.
LMS Integration
Push summaries and notes directly into Canvas, Moodle, or any LMS via webhook.
Offline Batch Mode
Upload recorded lectures in bulk — async processing returns structured notes at scale.
Pricing
Student Plan
$2 / month
Full notetaking, transcription, and summary features. Individual sign-ups via university portal.
University License
$3–5 / seat / mo
White-labeled deployment with admin dashboard, LMS integration, and bulk provisioning for all enrolled students.
Billed annually — volume discounts above 500 seats.
vs. Competitors
$17+ / month
Otter and Fathom cost $17–19+/month with no SEA accent support, no code-switch handling, and zero institutional options.
How They Work Together

A two-engine
growth flywheel

Memra generates near-term proof and recurring revenue. The API platform compounds into a durable B2B2C licensing business. Each makes the other stronger.

01
API Platform
Scalable Licensing Engine
Long-term compounding revenue. Universities and EdTech companies embed VALSEA into products used by thousands of students daily.
Per-API-call billing scales with every student
One enterprise deal unlocks thousands of end users
Data flywheel: usage → better models → stronger moat
Enables Debatum, E-Test, Language App, and future partners
02
Memra
Short-Term Proof + Revenue
First product to market. Drives recurring subscription revenue while proving VALSEA's core tech with real university users.
$2–5/seat/month, near-zero marginal cost to serve
White-label deals lock in universities as reference customers
Student retention generates multi-year LTV at scale
Validates accent data quality for enterprise API buyers

The flywheel: Memra deployments generate real SEA speech data → data improves API accuracy → better accuracy wins enterprise API deals → API revenue funds deeper model R&D → Memra gets smarter → repeat.

University Partnerships

Let's build the future
of SEA education
together.

Whether you're deploying Memra across your campus or embedding our API into a university platform — we're ready to move fast with the right partners.

Schedule a Partnership Call Download University Deck →