Enterprise AI.
Arabic at the center.

Sovereign infrastructure. Built for the institutions of the region.

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Model. Platform. Deployment.

Model.

Arabic AI models, built for the linguistic and institutional realities of the region. The foundation every product above depends on.

Platform.

The enterprise agent platform where business teams build and deploy AI agents on Arabic enterprise content — retrieval and speech included.

Deployment.

Sovereign deployment that lets the platform run inside customer infrastructure — under customer regulatory authority and data residency.

Prime

Browse agents your teams can deploy, customize, or extend with enterprise data.

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+1

Loan Review Agent

Automated review of retail loan applications against credit policy.

By Tharaa Banking

Voice Assistant

Arabic dialect-aware voice agent for customer service workflows.

By Tharaa Telecom
+1

Compliance Reviewer

Cross-checks contracts against regulatory requirements.

By Tharaa Legal

Document Extractor

Pulls structured data from enterprise documents.

By Tharaa Operations
On-Kingdom · Sovereign tier 12 agents available

Your Arabic AI workplace.

Prime is the enterprise agent platform where business teams build and deploy AI agents on Arabic enterprise content. Off-shelf agents, custom agents, retrieval, voice — composed in one platform, deployed where you need it.

Explore Prime →

Our products.
Your enterprise.

Running
LIGHT THARY PRO
REAL SYNTHETIC
Agent library
Model family
Retrieval
Speech
Synthetic data
Sovereign deployment
Platform
Prime

The enterprise agent platform. Where business teams build, configure, and deploy AI agents on Arabic enterprise content — with retrieval and speech as native capabilities.

  • Off-shelf agent library + custom agent development
  • Native Finder (retrieval) and Voice (speech) integration
  • Deployable standard or sovereign tier
Explore Prime →
Model
Thary

The proprietary Arabic AI model family. Three variants spanning lightweight inference to demanding reasoning — Thary Light, Thary, and Thary Pro. Callable by every product above.

  • Built for modern standard Arabic and regional dialects
  • Three variants across the cost-and-capability spectrum
  • Deployable inside customer infrastructure via Vault
Explore Thary →
Retrieval
Finder

Arabic retrieval and search inside Prime. The RAG engine for enterprise content — built for the linguistic patterns of Arabic documents.

  • Arabic-native retrieval across documents and structured data
  • Configurable for industry-specific corpora
  • Integrated natively with every Prime agent
Explore Finder →
Speech
Voice

Arabic speech understanding inside Prime. Dialect-aware for voice banking, customer service, and call analytics.

  • Modern Standard Arabic and Saudi/Gulf dialect recognition
  • Production-grade for call center and customer service
  • Composable with any Prime agent workflow
Explore Voice →
Privacy
Secure

Synthetic data and privacy. A standalone product producing privacy-preserving data outputs for any downstream AI development workflow.

  • Synthetic transaction, customer, and operational data
  • Privacy-transformed records for development environments
  • Cross-team and cross-organization data sharing
Explore Secure →
Deployment
Vault

Sovereign deployment for any Tharaa product. Customer infrastructure, customer regulatory authority, customer-controlled data residency.

  • Architectural primitive — the default, not an option
  • Wraps any Tharaa product for sovereign deployment
  • Built for SAMA, NDMO, and regional frameworks
Explore Vault →

Built for Regulated Industries.

Secure

Generate privacy-preserving synthetic data — measured for fidelity and privacy on every run.

Synthetic rows
48.2M
↑ 6.1M this month
Avg fidelity
96.4%
accuracy vs. holdout
Avg privacy score
97/100
re-identification: low
Diff. privacy budget
ε 2.5
δ 1e-5
Synthetic datasets
DatasetRowsFidelityPrivacyStatus
Retail Transactions
Banking · 24 columns
4.2M
97.8%
96
Synthesized
Customer Profiles
Insurance · 18 columns
1.1M
95.2%
98
Synthesized
Claims Records
Healthcare · 31 columns
860K
—
—
Training
Call Detail Records
Telecom · 12 columns
12.4M
96.1%
95
Synthesized
Loan Applications
Banking · 27 columns
320K
—
—
Queued
Quality report
Retail Transactions · synthesized 2h ago
Fidelity
97.8%
Privacy
96/100
Distribution match RealSynthetic
Re-identification riskLow
Differential privacyε 2.51
Correlation preserved98.2%
On-Kingdom · Privacy-preserving Differential privacy · ε 2.512 datasets

Your data, privacy-engineered.

Secure produces privacy-preserving synthetic data for any downstream AI development workflow. Synthetic transaction data for ML teams, privacy-transformed records for development environments, statistical fidelity without personal identifiers.

Explore Secure →

Built for serious commercial work.

01

Arabic at the design center.

Tharaa's products are designed for Arabic as a first-order requirement — modern standard, Saudi and Gulf dialects, and the institutional patterns of the Arabic-speaking enterprise. Not a feature added to a multilingual product. The design center itself.

Ready to put AI to work?

Talk to us about your deployment. Anchor customer engagements typically begin with a structured conversation about your use cases, your environment, and the right entry point for your organization.

Request a demo

Most engagements start with a structured 90-day pilot — a fixed-fee, production-equivalent deployment of one use case.Learn about the Pilot Program →