This review explores the potential of telepsychiatry (TP) and artificial intelligence (AI) in addressing mental health issues in India, showing the opportunities and challenges of implementing digital health solutions to address the indirect effects of the COVID-19 pandemic on mental health. The paper analyzes the system of VOS viewer, co-citation maps, and keyword hotspots. 2019 led to the widespread introduction of lockdowns and social separation as public health measures. These actions, however, also carry hazards to mental health, such as a rise in loneliness and a decrease in access to psychiatric care. Methods to close this gap include telepsychiatry (TP) and other advanced technologies that enable access to care and remote mental health support. The combination of technology such as virtual reality, artificial intelligence, and mobile apps with TP has great promise for improving mental health treatments. Using these digital technologies could transform the way mental healthcare is delivered and provide improved support for patients, families, and healthcare providers as the world works through the COVID-19 pandemic’s issues.