The museum aims to leverage a broad range of AI applications to boost visitor engagement and provide better information about India's prime ministers, while continuing to add technologically enabled exhibits.

Upcoming visitor amenities include virtual prime minister imagery that visitors can receive by mail, along with a cafeteria and the Forest Table rooftop restaurant themed around heritage elements.

Additional immersive experiences feature a helicopter ride over major infrastructure projects and an immersive national security gallery called Suraksha, illustrating armed forces capabilities and operations.

As it marks four years since opening, the museum complex has a new wing with prime ministers’ legacy galleries, a Nehru-era heritage section, and technology-driven exhibits like the national infrastructure helicopter ride and Suraksha security gallery.

The four-year anniversary accompanies upgrades and new experiences, including a helicopter ride over infrastructure projects and the Suraksha national security gallery.

PMML plans to publish a booklet detailing information on all Indian prime ministers to complement its archival and preservation mission.

The PMML reports steady footfall of about 1,400 to 1,500 visitors per day as it expands its AI-driven offerings, including accessibility features such as AI-assisted descriptions delivered via smart glasses for visually challenged visitors.

Following a series of AI exhibits featuring Sardar Patel and Kalam, the Pradhanmantri Sangrahalaya is expanding with AI-powered 3D avatars of Gandhi and Vajpayee to enrich interactive visits.

AI initiatives include an immersive 'helicopter ride' over national infrastructure and a collaboration with a startup to enhance information accessibility for visually impaired visitors.

The PMML building blends a heritage section honoring Nehru and the constitutional framing with a modern wing opened in 2022 that hosts galleries focused on prime ministers and national projects.

The museum positions itself as a democratic heritage repository, preserving archival documents and private papers, and has previously revived the Fairy Queen steam locomotive project to showcase preservation efforts.

PMML evolved from the Nehru Memorial Museum and Library, now housed on a campus with multiple galleries and artifacts, such as an 18th-century cannon facing Teen Murti Bhawan.