Your AI Agents Are Failing Because They Don’t Know Your Business

Absa bank reduced its financial crime model deployment time from 120 to 15 days by integrating domain-specific context into AI agents, highlighting the importance of operational understanding for effective AI automation in enterprises. Generic AI agents often fail in complex business environments due to lack of domain knowledge and governance frameworks lagging behind AI capabilities.