Linguistic Script Optimization & Support

Supported Languages & Scripts

Engineered natively to process Arabic, Perso-Arabic, Ajami, and Jawi scripts. By using custom-trained tokenizers, Pak-LLM treats local orthographies as first-class citizens.

The Medium

Think in Script Natively

Traditional Western-centric models think in English first and translate. Pak-LLM operates directly in the Arabic script and its regional variants. Because the script is the medium that the model thinks in, semantic context and cultural idioms are processed natively.

Cost & Speed Moat

95% Tokenization Saving

By designing a localized Byte-Pair Encoding (BPE) tokenizer, we map regional characters directly. This cuts tokenization overhead by 95% compared to generic models that split non-Latin words into 8+ subwords, driving down costs and latencies for 10% of the world's population.

Localized Alignment

Empowering Native Culture

English is a foreign language in the daily operations of local regional cultures. Pak-LLM will perform better in apps situated in communities using these scripts as their primary language, eliminating translation friction and ensuring sovereign compliance.

Middle East & West Asia

8 Languages

Arabic

The liturgical and foundational language of the script, spoken natively by over 400 million people.

Persian (Farsi / Dari)

The standard Perso-Arabic variant, spoken widely across Iran, Afghanistan, and Central Asia.

Kurdish (Sorani)

The primary dialect of Kurdish written in the Arabic alphabet, spoken in Iraq and Iran.

Luri

A Western Iranian language spoken by the Lurs, utilizing Perso-Arabic conventions.

Bakhtiari

A dialect of Luri spoken in Western Iran, closely related to Persian.

Mazanderani

An Iranian Caspian language written in a modified Perso-Arabic script.

Gilaki

Spoken in the Gilan Province of northern Iran, sharing core script patterns.

Azerbaijani (South Azerbaijani)

Spoken by millions of Azerbaijani speakers in north-western Iran.

South Asia

12 Languages

Urdu

The national language of Pakistan, written in the flowing Nastaliq calligraphic style.

Punjabi (Shahmukhi)

The Perso-Arabic variant of Punjabi used by over 80 million people in Pakistan.

Sindhi

Spoken in Sindh, Pakistan, using a specialized 52-character extension of the Arabic script.

Pashto

An Eastern Iranian language spoken in Afghanistan and northwestern Pakistan.

Balochi

Spoken in the Balochistan region, using a modified Perso-Arabic alphabet.

Kashmiri

A Dardic language spoken in Kashmir, written in a modified Arabic script.

Saraiki

Spoken in Central and Southern Punjab, Pakistan, utilizing custom script glyphs.

Hindko

Spoken by the Hindkowan community in northern Pakistan, using Shahmukhi-based characters.

Brahui

A Dravidian language spoken in Balochistan, traditionally written in the Arabic alphabet.

Shina

A Dardic language spoken in Gilgit-Baltistan, Pakistan, using modified Arabic glyphs.

Balti

A Sino-Tibetan language spoken in Baltistan, Pakistan, written in the Arabic script.

Khowar

A Dardic language spoken in Chitral, North-Western Pakistan.

Central & East Asia

4 Languages

Uyghur

A Turkic language spoken in East Asia, using a modified Arabic alphabet (UEY).

Kazakh (China)

Kazakh minority language in China written in the Arabic-based alphabet.

Kyrgyz (China)

Kyrgyz minority language in China using the Arabic-based alphabet.

Chagatai

An extinct Turkic literary language once written widely in the Arabic script.

Africa (Ajami Scripts)

7 Languages

Hausa (Ajami)

West Africa's major trade language, historically and locally written in the Ajami script.

Wolof (Ajami)

Widely spoken in Senegal and Gambia, written locally using Ajami conventions.

Fulani / Fula (Ajami)

Spoken by the Fula people across West and Central Africa, written in Ajami.

Swahili (Historical)

Historically written in the Arabic script before European-mandated Latinization.

Somali (Wadaad)

An informal Arabic-based orthography used historically in Somalia.

Berber / Tamazight

Written historically and in traditional contexts across North Africa using Arabic characters.

Malagasy (Sorabe)

A modified Arabic alphabet (Sorabe) used for writing Malagasy in Madagascar.

Southeast Asia (Jawi Scripts)

3 Languages

Malay (Jawi)

An Arabic script adaptation used alongside Latin in Brunei, Malaysia, and parts of Indonesia.

Tausūg (Jawi)

Written in the Jawi script, spoken in the Sulu Archipelago and Southern Philippines.

Maranao (Jawi)

A language spoken in the southern Philippines, historically recorded in Jawi script.

Optimizing for 10% of the World's Population

Over 800 million people speak a language written in the Arabic script or its structural variants. Yet, mainstream generative AI foundational systems are trained primarily on English data, resulting in massive token inefficiencies and poor cultural alignment.

Project Pak-LLMbridges this divide. By making Arabic-variant scripts the core medium of our model's latent space, we achieve parity in speed, cost, and safety. This unlocks native compliance-ready automation in sovereign public and enterprise applications.

95%
Cost reduction
10%
Global population
Arabic script natively
Thinking medium of the model

Build Localized Applications

Integrate Pak-LLM into your enterprise databases, customer chat workflows, and sovereign digital pipelines to experience native intelligence without foreign translation latency.