DecisionDebt: A company brain where every edge has a receipt

DecisionDebt is a new tool built on FalkorDB designed to manage organizational decision-making by visualizing the hidden costs of proposed changes. By mapping services, teams, and documentation into a graph, the system identifies potential service breaks, ownership conflicts, and stale documentation before a decision is finalized. Unlike traditional RAG-based systems, DecisionDebt uses a graph-first approach where every relationship is backed by a specific, verifiable source revision. An LLM agent assists in resolving ambiguous cases, but it is strictly constrained by a set of allowlisted tools and cannot fabricate facts. The project emphasizes transparency, ensuring that every impact assessment links back to the exact text that justifies it. By treating company knowledge as a traversable graph, DecisionDebt helps teams avoid the 'hidden cost' of disconnected information, providing a clear, auditable trail for every architectural or operational decision made within an organization.