How to Maintain Constant Velocity of a Moving GameObject?

I have a 2D gameobject with a rigidbody and a collider attached to it. It moves from one place to another according to physics. It also deflects from other objects if collision happens. What I want is that the gameobject should move in a constant speed or velocity before or after collision? How can I achieve this in an efficient manner?