Abstract: Developing a new solution or revising an existing solution to meet organizational requirements is often time consuming. One solution to overcome the above problem is to integrate existing solution providers like bots without affecting the overall performance. Conventional methods integrate bots performing similar operations. To overcome the challenges in the conventional approaches, the present disclosure provides a method and system for Machine learning (ML) based integration of bots. The present disclosure integrates a plurality of dissimilar bots using ML approach. Further, the present disclosure enables an end-user to combine two or more similar or dissimilar bots using an interface. The end-user/user can create, combine, validate and test the combined dissimilar bots without any prior knowledge of programming. Furthermore, the present disclosure auto-recommends the end-user regarding which bots can be combined with the selected bots by checking the technical and end-user feasibility.