Three failure modes of AI agents on company-registry data

AI agents often fail in corporate due-diligence tasks due to issues with the underlying data layer, not the agents themselves. The primary failure mode stems from company data APIs providing snapshots that refresh too slowly for real-time decision-making, leading to outdated information.