Our sovereign multilingual models are engineered for the languages, strict security classifications, and complex operational contexts that frontier commercial APIs weren't designed to serve.
Foundation Checkpoint Family
Manara-70B Sovereign
Dense Multilingual Foundation Model
Manara-Agent-8B
High-Throughput Action Orchestrator
Manara-Embed-V3
Cross-Lingual Semantic Retrieval Engine
Trained for cultural nuance, specialized legal code, and regional vernacular.
Most commercial models hallucinate or exhibit severe quality degradation when processing non-English institutional texts. Our custom tokenizers and curations achieve native fluency in Arabic (Modern Standard & regional dialects), French, Spanish, Hindi, and technical domain jargon.
Evaluated on 42,000 legal judgments and sovereign regulatory decrees with 98.6% citation accuracy.
Bi-directional medical diagnosis coding (ICD-10/11) and financial balance sheet parsing.
Standardized on HumanEval and Berkeley Function-Calling benchmarks with deterministic JSON outputs.
Deploy in your isolated sovereign environment
We deploy models on NVIDIA H100/H200, AMD MI300X, or private sovereign cloud VPCs with full hardware telemetry.