The Limits of Linear Reasoning
Standard Chain-of-Thought prompting fails when workflows require backtracking or non-linear problem solving. Enterprise agents require rigorous, auditable reasoning structures.
Graph of Thought Architecture
We implement reasoning as a directed acyclic graph (DAG), where each node represents a thought state. This allows the model to explore multiple reasoning paths simultaneously and converge on the optimal solution.
Recursive Critique
Self-correction is key. Our agents employ a "Critic" persona that evaluates every reasoning step against a set of invariant constraints (e.g., regulatory compliance, budget limits) before execution.



