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CodeNinja is a Middle Eastern American AI company building a powerful alternative to repeated fine tuning: sovereign, self improving systems that develop domain intelligence through operational context, expert reviewed memory, and governed agents. Our approach combines open weight models with a system of context that organizations own. Domain knowledge, engineering decisions, and operational feedback become reusable intelligence, rather than knowledge that must be repeatedly embedded into model weights. Our integrated platform stack connects system design to deployment and continuous learning: Praxis: Helps engineers translate complex industrial requirements into system designs, reference architectures, simulations, and functional specifications. Hyper Ontology: Connects an organization’s assets, processes, relationships, and systems of record into a living operational model. Hyper Pragma: Orchestrates agents that work within that context, with defined permissions, approvals, and traceable actions. Hyper Engram: Preserves organizational memory and expert feedback so each new execution can learn from previous work. We focus on physical and industrial AI, from engineering workplaces and factory floors to energy infrastructure, chip design and manufacturing, and sovereign data center environments. Two principles guide everything we build: Sovereign AI: Organizations retain ownership and control of their data, domain context, and deployment environment. Self improving systems: Operational experience becomes a proprietary learning loop, helping systems improve through evaluation and human oversight. With capabilities across the United States, Saudi Arabia, and Pakistan, we combine platform development with forward deployed engineering to help organizations move from generalized AI to specific, operational intelligence. Our Saudi home: codeninja.sa Our physical AI platforms and research: codeatoms.ai Our global home: codeninjaconsulting.com

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M. Umar is the Co-Founder of CodeNinja.

75 people are employed at CodeNinja.

CodeNinja is based in Dallas, Texas.

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