"For my peace of mind, there is never a solo judge (on these shows). There is always a panel of judge, so a decision is always taken in co-ordination with everybody. There is always a thing of a majority vote, and you try and are as fair as possible.
"Initially, I used to have that guilt, have sleepless nights on whether I have taken the right decision. But, I try and be as fair as possible as a judge," Sonali told IANS.
Sonali will be judging the show along with actor Vivek Oberoi and filmmaker Sajid Khan.
The talent hunt show will put children in the age range of 5-13 years through a series of tasks and challenges that will groom them as actors and test their creativity, spontaneity and acting capabilities.
The 40-year-old actress also finds the concept of the show "India's Best Dramebaaz" impressive.
"I really liked the concept. It's amazing... I just think there is so much talent in our country, and it's not necessary that everybody gets to showcase their talent. But if you get such a platform, it's great.
"Kids comes from small areas to achieve something. So it's a great thing and something constructive. I like the concept as long as it's done in the right way," she said.