Metacognition
Metacognition builds an operating system for intelligent agents and robots, enabling persistent memory and lifelong reasoning in always-on AI systems. Its Zeos platform lets users direct multi-agent systems in plain language, prioritizing tasks and adapting to changing conditions, while NavGPT-3 provides open-source vision-language navigation for robots. The company targets enterprises deploying AI that must operate safely and reliably alongside human workers.
- Healthcare Technology
- Artificial Intelligence
- AI Agents
- Digital Health
- Robotics
- Developer Tools
- Data & Analytics
- Enterprise Software
- Software Only
Funding
Founders
Founder details are not available yet.
Product
Problem
Current LLM-based AI platforms conflate language with knowledge, encoding internet errors immutably within their weights. These systems lack persistent memory and the capacity for lifelong reasoning, preventing them from managing dynamic information, handling ambiguities, or learning from ongoing experience in real-world deployments.
Solution
Metacognition provides the key tools needed for AI systems to achieve persistent memory and long-term reasoning in always-on multi-agent architectures. The platform supports continual learning, LLM adaptation, and explicit knowledge representation, allowing AI agents to remember instructions, track organizational memory, and improve performance through ongoing interaction. Its Zeos operating system lets AI-powered systems understand natural-language instructions, plan and manage tasks, work with other systems, and adapt as conditions change, turning AI reasoning into decisions and actions in the physical world. The approach enables a new class of AI that learns from experience, questions assumptions, and manages competing goals in dynamic environments, positioning Metacognition as a foundational layer for enterprise AI systems requiring 100% recall of important information and reliable long-term reasoning.
Target Audience
Enterprises deploying AI agent systems that require persistent memory and long-term reasoning, including organizations building business automation tools and robotics applications that must operate reliably alongside human workers in industrial, enterprise, or domestic settings.
Features
- Zeos operating system for intelligent agents and robots that prioritizes, plans, and schedules tasks given in plain language, interrupting current tasks when safe operation requires it
- Continual learning tools that let AI systems adapt from new data without catastrophic forgetting
- LLM adaptation frameworks for fine-tuning models to specific organizational contexts
- Explicit knowledge representation layer enabling structured storage and retrieval of corporate memory
- Multi-agent coordination architecture designed for always-on, persistent reasoning across distributed AI systems
- NavGPT-3, a state-of-the-art open-source vision-language model for robotic navigation that enables robots to understand visual input and follow natural-language directions
- Memory management capabilities supporting long-horizon task execution and instruction retention