What AI Agents Can Actually Do Today

Agents excel at: structured extraction, draft generation, routing decisions with clear rules, and summarization.

Agents struggle with: ambiguous judgment calls, novel situations without context, and tasks requiring deep domain expertise without human review.

Design principle: Human-in-the-loop for anything that affects revenue, relationships, or compliance. Full automation for internal ops with clear rollback.