NetworkNode is an digital intelligence company specializing in intelligence systems design. We build enhanced layers of functionality around foundation models, creating adaptive systems that solve complex business challenges.
The AI landscape is shifting
As we reach "data saturation," AI development is shifting from training new models to maximizing existing ones. Agentic systems transform existing models into cognitive engines for autonomous problem-solving, employing planning modules and tool interfaces to accomplish complex tasks through decomposition rather than direct prompting. Meanwhile, retrieval augmentation extends model utility by incorporating external knowledge during inference, enabling access to current information without retraining.
The industry is pivoting from a training-centric approach to composition and orchestration. Success now depends on ingeniously combining and directing existing models to create systems with capabilities greater than their individual components.