Tanya — Trusted Enterprise Conversational Analytics

Gateway KL-01 // 14ms

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Enterprise analytics platform

Tanya turns approved business data into signed analytical files, explainable insights and traceable answers—without risky AI-generated SQL.

Request enterprise demo See how it works

Expert-built

Signed tools

Explainable

Clear evidence

Traceable

Full audit trail

Enterprise

Secure access

Revenue overview

RM 24.8M

+18.6% vs Q1

Customer insights

42% new

38% returning · 20% at risk

● New 42%

● Returning 38%

● At risk 20%

12-month forecast

RM 32.4M

+24.1% projected

Operational efficiency

92%

+8.7% validated

Data dictionary

136

Verified metrics

Expert tool

Signed

Version 3.2.1

Secure access

Finance Director

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SQLREPORTXLSXPDF

✓Signed analytical environment assembled

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Enterprise integration ecosystem

Connect Tanya to the platforms your teams already use.

Brand marks are shown for integration identification only and do not imply endorsement or partnership.

PostgreSQL

MySQL

SQL Server

Oracle

Snowflake

BigQuery

Databricks

AWS

Azure

Power BI

Excel

SAP

See Tanya in action

From question to trusted insight.

A realistic enterprise workspace shows the selected tool, connected sources, execution timing, confidence and answer lineage—not just a chatbot response.

426 ms

Validated execution

3 / 3

Sources verified

High

Evidence confidence

AT-98211

Audit reference

Tanya Intelligence Workspace

Session TX-8451 · Enterprise tenant MY-01

Verified

Why did Klang Valley customer retention decline last quarter?

10:42:38 MYT

Verified expert tool selected

Customer Retention Trend Analysis

CRT-02 · v2.4.1

Signature valid

CRMSales ledgerCustomer master

Quarterly retention trend

74.8%

vs previous quarter

−14.7%

JulAugSepOctNovDec

Primary driver

Lapsed loyalty cohort

Evidence

High confidence

Execution

426 ms

Retention declined mainly among customers whose loyalty benefits expired during the quarter. Klang Valley branches with delayed renewal campaigns accounted for 61% of the decrease.

Ask a follow-up about this analysis…→

Intent understanding

Understands a business question in plain English or Bahasa Melayu.

Expert tool selection

Routes the request to a signed, organisation-specific analytical tool.

Data and query validation

Validates sources, scope, metrics and query logic before execution.

Answer with explanation

Returns the result with reasoning, lineage and business definitions.

Audit and traceability

Logs every tool, source and execution event for governance.

Built for enterprise

A product architecture designed for trust at scale.

Vector JSON animations run entirely in-browser, stay resolution-independent and remain smooth on modern hardware.

01 / Deterministic guardrails

Chaos resolves into predictable, validated structures.

Uncontrolled model output is replaced by signed tools, fixed definitions and repeatable execution paths.

02 / Zero-trust query engine

Every request is inspected before it touches data.

SHA-2563A7F…9B2CVALID

Data sovereignty

Malaysia-first deployment options with tenant isolation and policy-aware data access.

Explainable insights

Every answer includes its selected tool, source scope and organisation-specific definitions.

Bilingual interaction

Ask in English or Bahasa Melayu while preserving precise technical and business terminology.

Scalable by design

Parallel analytical execution across teams, branches, entities and connected data systems.

07 / Instant analytics compilation

One million data streams, compiled through a productized execution layer.

Designed to expand without converting each new organisation into a permanent consulting engagement.

1,000,000+

Analytical streams processed

Live system state

API gatewayOperational

Tool registrySigned

Data engineHealthy

Audit trailStreaming

How Tanya works

A secure architecture for accurate answers.

System state: routing request through deterministic agent layer

Tanya deterministic agent layerSigned tools · Governed data · Traceable output

Question

Ask a business question in plain English or Bahasa Malaysia.

Natural language input

Tool Selection

Tanya matches the request to a signed, expert-built analytical tool.

Raw SQL generation blocked

Data Access

Only approved sources and role-based permissions are used.

Governed sources only

Analysis

The tool executes deterministically with validation and a complete audit trail.

Secure execution verified

Answer

Receive a clear, explainable result with evidence and traceability.

Trusted insight delivered

No hallucinated SQLRole-aware accessEvery step auditable

Security and trust

Security built for enterprise data.

Tanya is designed for organisations that cannot accept opaque queries, unverified metrics or unexplained answers.

View security architecture →

End-to-end encryption

Protects data in transit and at rest.

Zero-trust architecture

Every user, tool and query is verified.

Audit and compliance

Complete lineage for every query and action.

Private deployment

Dedicated infrastructure and network isolation options.

Built for every data-driven team

One intelligence layer. Many operating realities.

Retail and commerce

Understand customers, optimize stock and compare branch performance.

Education

Analyse enrolment, student outcomes and institutional operations.

Government

Support transparent, evidence-driven public service decisions.

Finance

Monitor KPIs, risk, revenue quality and management reporting.

Operations

Improve efficiency, workforce planning and resource allocation.

Multi-branch businesses

Create one trusted analytical language across every location.

Connect existing systems

No forced migration. No universal schema fantasy.

Tanya sits above your databases, warehouses, ERP platforms and reporting tools—preserving organisation-specific definitions while adding a controlled conversational layer.

Read-only by default

Source protection

Private networking

Enterprise deployment

Schema mapping

No forced renaming

Tool versioning

Controlled change

Ready

PostgreSQL

Operational database

Ready

MySQL

Operational database

Ready

SQL Server

Enterprise database

Private link

Oracle

Enterprise database

Ready

Snowflake

Cloud warehouse

Ready

BigQuery

Cloud warehouse

Connector

Databricks

Lakehouse platform

Private link

AWS

Cloud infrastructure

Private link

Azure

Cloud infrastructure

Connector

SAP

ERP and operations

Export

Power BI

Analytics output

Import

Excel

Managed file source

Enterprise activation

Ready to transform the way your organisation uses data?

Connect your data, activate your first verified tools and start delivering trusted insights in days—not months.

Request enterprise demo Review the platform

Enterprise readyFast implementationLocal support

Ask your data.Trust the answer.

Connect Tanya to the platforms your teams already use.

From question to trusted insight.

Intent understanding

Expert tool selection

Data and query validation

Answer with explanation

Audit and traceability

A product architecture designed for trust at scale.

Chaos resolves into predictable, validated structures.

Every request is inspected before it touches data.

Data sovereignty

Explainable insights

Bilingual interaction

Scalable by design

One million data streams, compiled through a productized execution layer.

A secure architecture for accurate answers.

Question

Tool Selection

Data Access

Analysis

Answer

Security built for enterprise data.

End-to-end encryption

Zero-trust architecture

Audit and compliance

Private deployment

One intelligence layer. Many operating realities.

Retail and commerce

Education

Government

Finance

Operations

Multi-branch businesses

No forced migration. No universal schema fantasy.

Ready to transform the way your organisation uses data?