AI research lab NeoCognition lands $40M seed to build agents that learn like humans

NeoCognition, a newly launched AI startup backed by $40M in seed funding, is developing self-learning AI agents that can specialize in any domain—addressing a critical reliability gap where current AI agents succeed only ~50% of the time. The breakthrough approach mirrors human learning by enabling agents to rapidly master domain-specific rules and build expertise autonomously, positioning them as trusted independent workers for enterprise deployment across SaaS platforms and vertical applications. This advancement signals a fundamental shift in enterprise AI strategy, moving from narrow, custom-engineered agents to adaptable, self-optimizing systems that could dramatically accelerate AI automation adoption while reducing implementation complexity and costs.