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An intelligent platform powered by neural symbolic AI.
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Enter Neural-Symbolic AI
Where knowledge and reasoning synergize with deep learning
About
A far more powerful generation of AI capable of disrupting any industry by merging symbolic reasoning and dynamic knowledge graphs with deep neural networks, resulting in unparalleled conversational and problem-solving capacity.
Zarqa is a member of the SingularityNET ecosystem. Dr. Ben Goertzel, our Chief Scientist, launched SingularityNET to create beneficial Artificial General Intelligence. Since 1998, Dr. Goertzel has been the world's leading pioneer in AGI. After decades of R&D, SingularityNET has completed the build out of its AGI technology infrastructure, which is ready to use and the perfect tech stack for introducing cutting-edge Neural-Symbolic AIs. Based in the UAE, Zarqa is now launching at the beginning of the AI revolution.
A symbolic cognitive layer that runs over generative DNNs and provides capabilities like knowledge-augmented, reasoning-guided, and factually verified generation, as well as one-shot memorization.
Zarqa is designed from the start to achieve human and superhuman levels of creativity, logical reasoning, and decision making by combining massive multimodal neural networks native to logical calculations and expressions with a symbolic core capable of working with grounded and relevant knowledge.
Zarqa's technical design makes adaptive learning, fact checking, and contextual awareness possible. The platform integrates controls and boundaries to ensure full compliance with ethical, legal, policy, and strategic decisions. Our streamlined implementation promotes consistency and scalability in agent deployment and governance.
Disruptive technical design
The extraction and subsequent storing of knowledge in the form of a coherent metagraph enables for efficient navigation across symbolic representations and interpretations.

This process results in a holistic world model, removing inconsistencies and contradictions in conclusions while fostering structured creativity based on grounded knowledge. Simultaneously, in our design, the generative language models directly absorb symbolic knowledge.
Knowledge distillation modules, dynamic knowledge graphs
Explicit world modeling
Zarqa's AI employs techniques and methods that enable it to retain long-term memories of events, interlocutors, conversations, as well as its own individualized personality.

Furthermore, its episodic memory incorporates a multimodal contextualized picture of experiences, which considerably broadens Zarqa's cognitive capacities and allows it to design its own distinct life cycle. We further improve Zarqa's AI by incorporating advanced perceptual mechanisms like multimodal person identification and emotion recognition.
Long-term memory, enhanced perception capabilities
Memory and cognition
By chaining queries to the knowledge metagraph and gluing together LLM-generated utterances ranked by probabilistic logic rules, Zarqa can support multi-step reasoning that is both explainable and transparent.

Our robust language-to-logic parsing by LLMs, coupled with an exact interpretation of generated expressions by the symbolic cognitive engine, enables the Zarqa AI system to correctly answer both composite queries and evaluate complex situations.
Novel logical expression execution system
Integrated symbolic reasoning
Zarqa's applications span a wide range of industries and use cases, including healthcare for medical data analysis and drug discovery, robotics for enabling machines to perceive and act in the real world, academic, patent, and legal landscape analysis, and finance for predictive planning and analytics.
AI Assistants & SMEs
Education & Robots
Enterprise, RPA, Support
Healthcare, Social Sevice
AI-powered automation boosts productivity, streamlines operations without supervision, and improves flexibility and efficiency.
Process automation:
Areas OF APPLICATION
Explosive potential
Zarqa generates and classifies document types based on learned representations, allowing for more precise classification and making information retrieval and management much more efficient.
Document classification:
Zarqa's AI identifies entities, relationships, and context in both structured and unstructured data, assisting with summarization, content organization, and information retrieval from multi-modal sources.
Information Extraction:
Zarqa enables businesses to develop robust approaches in finance, supply chain management, and risk assessment by holistically modelling time-series and symbolic causal reasoning skills.
Forecasting and planning:
Zarqa's capacity to learn contextual relationships, capture semantic context, logical patterns, idiomatic idioms, and entity relations results in increased accuracy and naturalness in translated texts.
Language Translation:
Zarqa's NS architecture understands context, tone, and emotions in language. It provides representations that capture sentiment nuances, allowing for contextually appropriate analysis and responses.
Sentiment Analysis:
Zarqa enables efficient conversational AI solutions that are ready to be deployed for end-to-end downstream job resolution, including coherent non-linear dialogs, accurate intent alignment, and artificial personalities.
Conversional AI:
Responsible, compliant AI advantage
The next big leap in Generative AI
Save time and costs by implementing RPA in days rather than months
Accelerated
Adapt to changing data or business goals by rapidly reconfiguring processes in real-time
Adaptable
Integrate the expertise of subject matter experts and optimize human-machine interactions
Collaborative
Use knowledge-based tools for fact checking, reasoning, inference, and contextual awareness.
Accurate
Review and update the model's libraries of ethical considerations as well as its bias mitigation logs.
Governable
Implement secure data management, access controls, and encryption to ensure a high level of privacy and security.
Private
Zarqa’s visionary leadership team
Proven track record of exceptional technical depth and cross-industry specialism
Chief Scientist
CEO
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Creativity is to discover a question that has never been asked. If one brings up an idiosyncratic question, the answer he gives will necessarily be unique as well.