An Indonesian model company
JAKARTA / INDONESIALOCAL MODEL LABRAYA / 01

Local models.
Production tokens.

RAYA turns leading open models into AI that works for Indonesia — localized through language training, business alignment, and rigorous evaluation, then delivered by API to enterprises.

Start building ↗Explore enterprise →
HOW RAYA CREATES LOCAL MODELSMODEL PIPELINE / 01
01 / SELECTLeading open models

Choose the right open foundation for each language, domain, and business requirement.

02 / LOCALIZETrain for Indonesia
LANG+DATA+ALIGN
continue pre-train / post-train / evaluate
03 / DELIVERRAYA production tokens

Localized models served through one API or deployed privately for enterprise workloads.

OPEN MODEL SELECTION INDONESIAN LANGUAGE ADAPTATION BUSINESS ALIGNMENT RAYA TOKEN API PRIVATE ENTERPRISE MODELS
01 / PURPOSE

Global capability. Indonesian intelligence.

The best open models become more valuable when they understand how Indonesia speaks and works.

INDONESIA / BY DESIGN

One country.
Many contexts.

Indonesia is multilingual, mobile-first, and commercially diverse. RAYA builds local model profiles around the language patterns, knowledge, and operating realities behind that complexity.

MODEL CONTEXT LAYERSBahasa IndonesiaRegional expressionBusiness terminologyLocal knowledge
01 / LANGUAGE

Natural Indonesian

Formal writing, everyday conversation, code-switching, tone, and terminology evaluated in context.

02 / KNOWLEDGE

Local relevance

Adaptation for Indonesian institutions, industries, places, conventions, and commercial documents.

03 / WORK

Enterprise utility

Models aligned to real tasks such as service, analysis, extraction, search, and internal knowledge.

02 / RAYA MODELS

Open models,
localized deeply.

We start with capable open models, then adapt them for Bahasa Indonesia, regional language patterns, local knowledge, and real enterprise work.

RAYA / LOCAL MODEL FAMILY IN DEVELOPMENT
LOCALIZATION PIPELINEINDONESIA / 01
OPEN
LANG
DOMAIN
ALIGN
OPEN BASE → RAYA LOCALMODEL ADAPTATION

Localized model profiles for Indonesian language, knowledge, and commercial workflows.

OPEN MODEL BASEBAHASA INDONESIALOCAL KNOWLEDGEENTERPRISE TASKS
CONTINUED PRE-TRAINING

Teach local language and knowledge

Extend selected open models with governed Indonesian language, cultural, and domain data.

POST-TRAINING

Align models to commercial work

Instruction tuning, preference optimization, safety alignment, and task-specific adaptation for enterprise use.

01Select open modelFit by capability & workload
→
02LocalizeLanguage & knowledge adaptation
→
03AlignBusiness behavior & safety
→
04EvaluateIndonesian tasks & risk
→
05Deliver tokensAPI & private models
03 / RAYA TOKEN API

Local intelligence,
delivered by token.

Commercial customers access RAYA's localized model profiles through one consistent API for generation, embeddings, structured outputs, and enterprise applications.

REQUESTRESPONSEapi.raya.com.ai/v1
import Raya from "@raya-ai/sdk"

const raya = new Raya({
  apiKey: process.env.RAYA_API_KEY
});

const response = await raya.responses.create({
  model: "raya-local",
  input: "Analyze this Indonesian market report...",
  stream: true
});
OpenAI-compatible patternsStreaming responsesStructured outputsUsage controls
01 / CHOOSELocalized model profile

Select the RAYA model suited to language, domain, and task.

02 / CONSUMEInput and output tokens

Build commercial applications through one consistent interface.

03 / CONTROLEnterprise usage

Manage access, consumption, reliability, and policy requirements.

04 / ENTERPRISE

Models adapted
to your business.

Start with a RAYA localized model, then ground or further adapt it to your company's knowledge, terminology, policies, and workflows.

01

RAYA Token API

Use localized Indonesian model capabilities inside customer-facing and internal applications.

Discuss your use case →
02

Enterprise knowledge

Ground RAYA models in governed business data through retrieval, tools, and context-aware systems.

Discuss your use case →
03

Company-specific models

Further adapt language, domain knowledge, and behavior for the organization’s actual work.

Discuss your use case →
04

Private deployment

Deploy customized RAYA model profiles with controls aligned to sensitive enterprise workloads.

Discuss your use case →
SELECTED WORKLOADS

Designed around high-context, high-responsibility work.

FINANCIAL SERVICES

Knowledge copilots & document intelligence

TELECOMMUNICATIONS

Service automation & operational reasoning

PUBLIC SECTOR

Local-language services & institutional knowledge

COMMERCE

Search, support & market intelligence

05 / SOVEREIGN AI

Local models.
Local control.

For organizations that require it, RAYA combines Indonesian model localization with clear choices over deployment, data movement, access, and model governance.

Explore sovereign AI ↗
DEPLOYMENT CONTROL PLANEREFERENCE / 01
EXPERIENCEYOUR APPLICATIONS
POLICY
GuardrailsIDENTITY
AccessOBSERVABILITY
Audit
INTELLIGENCERAYA MODEL & TOKEN LAYER
PRIVATE
IsolatedHYBRID
ControlledMANAGED
Flexible
Deployment architecture is configured to organizational requirements.
DEVELOPER PLATFORMAPI / SDK / CONSOLE
06 / DEVELOPERS

Build what Indonesia
needs next.

A clean developer platform for models, tokens, evaluation, and deployment — designed to make production AI feel direct.

Request API access ↗Read the docs →
01 Unified API02 Model catalog03 Usage visibility04 Enterprise controls
07 / COMPANY

Global open models,
made useful in Indonesia.

RAYA is an Indonesian model company. We localize leading open models, adapt them to commercial use cases, and provide the resulting intelligence to businesses through AI Tokens, enterprise customization, and private deployment.

A member of Ornex Group