In an intelligent integration error handling in enterprise systems, an integration error is logged by a sender system or a receiver system in an error monitoring application. The integration error occurred in a transaction between the integrated sender system and the receiver system. Parsing the log in real-time by a worker cloak agent, a mode of integration error correction is determined based on inputs from an intelligent correction rule service. Upon determining that the mode of integration error correction is autonomous, the integration error is automatically fixed in real-time without manual intervention by the worker cloak agent. Upon determining that the mode of integration error correction is semi-autonomous, inputs from a business user is received along with a consent to fix the integration error in real-time. Correction rules are dynamically updated in a dynamic decision table. While performing correction the sender system and receiver systems are notified.