Tanya.
AI-Native · MCP-Powered · Built for Malaysia

Stop guessing.
Start asking.
Meet Tanya.

Tanya. turns any business database into a conversational intelligence layer — no SQL, no dashboards, no technical expertise required.

"Show me top outlets this month"
↳ Outlet Alor Setar: RM 84,320
"Who are my top customers?"
↳ 3 customers account for 42%
Scroll

// 01 — The Problem

SMEs have data.
They just can't
talk to it.

Over 97% of Malaysian businesses are SMEs — yet fewer than 5% have any data analytics capability. The tools exist. The data exists. The gap is access.

Locked out of their own database
Business owners depend on IT consultants or developers just to answer basic questions about sales, inventory, or customers.
AI tools break on local data
NL-to-SQL tools collapse on Malay column names, internal codes like jlh_trx, kod_caw, or business logic no AI was trained on.
Enterprise tools are unaffordable
ThoughtSpot, Looker, Power BI — require weeks of setup, specialist staff, and enterprise budgets. Not designed for the businesses that need them most.

// 02 — The Insight

The problem isn't that AI can't understand language.
It's that AI can't understand your database.

Instead of training AI to guess your SQL, we give it a curated menu of expert-crafted questions to choose from. Domain experts write the SQL once — perfectly. The AI never guesses again.

NL-to-SQL Approach

User asks a question
AI tries to read DB schema
Guesses SQL from column names
Fails on kod_caw, jlh_trx
Wrong or empty answer
VS

Tanya. API Approach

User asks a question
AI picks the right API tool
Domain expert's SQL executes
Works with any schema, any language
Accurate answer, always

// 03 — How It Works

Meet your
data scientist.
Her name is Tanya.

01
Connect Your Data
We connect to your existing database, ERP, or spreadsheets — or provision a clean hosted database if you're starting fresh. No IT team required.
02
Capability Workshop
"What are the 10 questions your team asks every week?" That list becomes our build backlog. You tell us in plain language — we translate it into working intelligence.
03
We Build the Intelligence Layer
Our domain experts write the queries and configure each capability. Curated, tested, and accurate. You never touch the technical side.
04
Your Team Starts Talking
A chat interface goes live. Your team asks questions in plain Malay or English and gets instant, accurate answers. No training needed.
Tanya. Intelligence · live analysis
// Tanya. · Syarikat Maju Sdn Bhd
// 31 analytical capabilities ✓

█

// 04 — Why Tanya. Wins

Built for
this market.
Not adapted for it.

🏗️
API-First, Not SQL-Guess
Every answer is backed by expert-curated queries. Zero reliance on AI guessing column names. Works perfectly on Malay, Chinese, or any localized schema.
🔒
Institutional Knowledge, Captured
Every API we build encodes your domain expertise permanently. The more we build, the harder you are to replace — and the smarter your assistant becomes.
🌏
Malaysia-Native by Design
No competitor is building a managed, conversational data service for Malaysia with localized schemas, Bahasa support, and domain-expert accuracy. Tanya. owns this whitespace.
0
% of Malaysian businesses
are SMEs — our entire market
<5%
have any data analytics
capability today
Zero
managed NLP-to-data services
targeting SEA SMEs currently exist

// 05 — The Opportunity

A massive market.
Completely unserved.

1.2M+
SMEs in Malaysia alone — a ready, underserved market for affordable data intelligence
Dept. of Statistics Malaysia
RM 76B
SME contribution to GDP annually — businesses with real data, real decisions, and real money
SME Corp Malaysia
0
Direct competitors offering a fully managed, API-curated NLP data service for SEA SMEs
Market analysis
Why the gap exists — and why it's ours to fill
Enterprise BI tools are priced for Fortune 500s
NL-to-SQL breaks on localized schemas
No one is doing managed service + AI for SEA SMEs
We're already built. We're ready.

// The Ask

Be first.
Ask Tanya.

We're looking for early customers and partners who believe every Malaysian business deserves a Tanya. of their own.

🚀
Pilot Customer
Be among the first 10 businesses to deploy Tanya. Get hands-on setup, priority capability building, and shape the product roadmap.
🤝
Channel Partner
Consultants, agencies, and system integrators — earn revenue share for every client you refer. White-label options available.
💡
Strategic Partner
Industry bodies, SME associations, tech companies — let's talk about how Tanya. fits into your ecosystem and member services.
hello@tanya.my · Kedah, Malaysia