Frontline Investigation

Aug 9, 2026 · Artificial Intelligence

LLMs in Workflows: Why Exception Handling Matters More Than Efficiency

When large language models automate workflows, the real challenge isn't efficiency but handling exceptions—information gaps, rule conflicts, and responsibility mismatches—that require transparent handoffs to humans, preserving context and enabling safe rollback to maintain trust and continuability.