Aishwarya has the honour of being the disciple of musical stalwarts - Sangita Kalaacharya Smt (Late) Seethalakshmi Venkatesan, Padma Bhushan Sri P. S. Narayanaswamy and Sangeetha Kalasagaram Smt Vegavahini Vijayaraghavan, thus being an upholder of the Semmangudi bhani and the Veena Dhanammal bhani.

Aishwarya’s style combines classicism and spontaneity, laced with a touch of elegance, and is known for its purity and clarity.

Her concerts are marked by aesthetic grace, built around a planned approach.

In an interview, she stated "I realized that while I did love biotechnology, music was really my calling, and that I would do injustice if I did not invest the right amount of time and energy in it.

Music, like any other profession, is a full-time job and requires a lot of thought and mind space as a performing art".