Overview

Scaled Cognition builds AI systems with human-like common sense to enable better collaboration between humans and machines. Its core offering is Model-Based Agents designed for agentic applications, where the AI maintains an internal model of the world to understand context, reason, and learn from interactions rather than merely predicting the next word. The approach emphasizes a cognitive architecture with grounded understanding to achieve more reliable reasoning and proactive partnership, setting it apart from typical large language models. The company aims to provide developer- and organization-facing AI tools through a waitlist for API-based access, targeting B2B applications and safer, context-aware AI workflows.